23-03-14 16:11:24,502 [INFO] tlt.components.instance_handler.local_instance: Running command in container: nvcr.io/nvidia/tao/tao-toolkit-tf:v3.22.05-tf1.15.5-py3 2023-03-14 16:11:24,535 [WARNING] tlt.components.docker_handler.docker_handler: Docker will run the commands as root. If you would like to retain your local host permissions, please add the "user":"UID:GID" in the DockerOptions portion of the "/home/algo/.tao_mounts.json" file. You can obtain your users UID and GID by using the "id -u" and "id -g" commands on the terminal. Using TensorFlow backend. Using TensorFlow backend. WARNING:tensorflow:Deprecation warnings have been disabled. Set TF_ENABLE_DEPRECATION_WARNINGS=1 to re-enable them. /usr/local/lib/python3.6/dist-packages/requests/__init__.py:91: RequestsDependencyWarning: urllib3 (1.26.5) or chardet (3.0.4) doesn't match a supported version! RequestsDependencyWarning) WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v4/scripts/train.py:42: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v4/scripts/train.py:42: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v4/scripts/train.py:45: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v4/scripts/train.py:45: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:153: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:153: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead. INFO: Log file already exists at /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/status.json WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:1834: The name tf.nn.fused_batch_norm is deprecated. Please use tf.compat.v1.nn.fused_batch_norm instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:1834: The name tf.nn.fused_batch_norm is deprecated. Please use tf.compat.v1.nn.fused_batch_norm instead. WARNING:tensorflow:From /opt/nvidia/third_party/keras/tensorflow_backend.py:183: The name tf.nn.max_pool is deprecated. Please use tf.nn.max_pool2d instead. WARNING: From /opt/nvidia/third_party/keras/tensorflow_backend.py:183: The name tf.nn.max_pool is deprecated. Please use tf.nn.max_pool2d instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:2018: The name tf.image.resize_nearest_neighbor is deprecated. Please use tf.compat.v1.image.resize_nearest_neighbor instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:2018: The name tf.image.resize_nearest_neighbor is deprecated. Please use tf.compat.v1.image.resize_nearest_neighbor instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead. /usr/local/lib/python3.6/dist-packages/keras/engine/saving.py:292: UserWarning: No training configuration found in save file: the model was *not* compiled. Compile it manually. warnings.warn('No training configuration found in save file: ' WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/visualizer/tensorboard_visualizer.py:85: The name tf.summary.histogram is deprecated. Please use tf.compat.v1.summary.histogram instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/visualizer/tensorboard_visualizer.py:85: The name tf.summary.histogram is deprecated. Please use tf.compat.v1.summary.histogram instead. WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/losses/base_loss.py:40: The name tf.log is deprecated. Please use tf.math.log instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/losses/base_loss.py:40: The name tf.log is deprecated. Please use tf.math.log instead. WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/utils.py:1123: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/utils.py:1123: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead. INFO: Log file already exists at /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/status.json WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead. __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== Input (InputLayer) (None, 3, None, None 0 __________________________________________________________________________________________________ conv1 (Conv2D) (None, 64, None, Non 9408 Input[0][0] __________________________________________________________________________________________________ bn_conv1 (BatchNormalization) (None, 64, None, Non 256 conv1[0][0] __________________________________________________________________________________________________ activation_2 (Activation) (None, 64, None, Non 0 bn_conv1[0][0] __________________________________________________________________________________________________ block_1a_conv_1 (Conv2D) (None, 64, None, Non 36864 activation_2[0][0] __________________________________________________________________________________________________ block_1a_bn_1 (BatchNormalizati (None, 64, None, Non 256 block_1a_conv_1[0][0] __________________________________________________________________________________________________ block_1a_relu_1 (Activation) (None, 64, None, Non 0 block_1a_bn_1[0][0] __________________________________________________________________________________________________ block_1a_conv_2 (Conv2D) (None, 64, None, Non 36864 block_1a_relu_1[0][0] __________________________________________________________________________________________________ block_1a_conv_shortcut (Conv2D) (None, 64, None, Non 4096 activation_2[0][0] __________________________________________________________________________________________________ block_1a_bn_2 (BatchNormalizati (None, 64, None, Non 256 block_1a_conv_2[0][0] __________________________________________________________________________________________________ block_1a_bn_shortcut (BatchNorm (None, 64, None, Non 256 block_1a_conv_shortcut[0][0] __________________________________________________________________________________________________ add_9 (Add) (None, 64, None, Non 0 block_1a_bn_2[0][0] block_1a_bn_shortcut[0][0] __________________________________________________________________________________________________ block_1a_relu (Activation) (None, 64, None, Non 0 add_9[0][0] __________________________________________________________________________________________________ block_1b_conv_1 (Conv2D) (None, 64, None, Non 36864 block_1a_relu[0][0] __________________________________________________________________________________________________ block_1b_bn_1 (BatchNormalizati (None, 64, None, Non 256 block_1b_conv_1[0][0] __________________________________________________________________________________________________ block_1b_relu_1 (Activation) (None, 64, None, Non 0 block_1b_bn_1[0][0] __________________________________________________________________________________________________ block_1b_conv_2 (Conv2D) (None, 64, None, Non 36864 block_1b_relu_1[0][0] __________________________________________________________________________________________________ block_1b_conv_shortcut (Conv2D) (None, 64, None, Non 4096 block_1a_relu[0][0] __________________________________________________________________________________________________ block_1b_bn_2 (BatchNormalizati (None, 64, None, Non 256 block_1b_conv_2[0][0] __________________________________________________________________________________________________ block_1b_bn_shortcut (BatchNorm (None, 64, None, Non 256 block_1b_conv_shortcut[0][0] __________________________________________________________________________________________________ add_10 (Add) (None, 64, None, Non 0 block_1b_bn_2[0][0] block_1b_bn_shortcut[0][0] __________________________________________________________________________________________________ block_1b_relu (Activation) (None, 64, None, Non 0 add_10[0][0] __________________________________________________________________________________________________ block_2a_conv_1 (Conv2D) (None, 128, None, No 73728 block_1b_relu[0][0] __________________________________________________________________________________________________ block_2a_bn_1 (BatchNormalizati (None, 128, None, No 512 block_2a_conv_1[0][0] __________________________________________________________________________________________________ block_2a_relu_1 (Activation) (None, 128, None, No 0 block_2a_bn_1[0][0] __________________________________________________________________________________________________ block_2a_conv_2 (Conv2D) (None, 128, None, No 147456 block_2a_relu_1[0][0] __________________________________________________________________________________________________ block_2a_conv_shortcut (Conv2D) (None, 128, None, No 8192 block_1b_relu[0][0] __________________________________________________________________________________________________ block_2a_bn_2 (BatchNormalizati (None, 128, None, No 512 block_2a_conv_2[0][0] __________________________________________________________________________________________________ block_2a_bn_shortcut (BatchNorm (None, 128, None, No 512 block_2a_conv_shortcut[0][0] __________________________________________________________________________________________________ add_11 (Add) (None, 128, None, No 0 block_2a_bn_2[0][0] block_2a_bn_shortcut[0][0] __________________________________________________________________________________________________ block_2a_relu (Activation) (None, 128, None, No 0 add_11[0][0] __________________________________________________________________________________________________ block_2b_conv_1 (Conv2D) (None, 128, None, No 147456 block_2a_relu[0][0] __________________________________________________________________________________________________ block_2b_bn_1 (BatchNormalizati (None, 128, None, No 512 block_2b_conv_1[0][0] __________________________________________________________________________________________________ block_2b_relu_1 (Activation) (None, 128, None, No 0 block_2b_bn_1[0][0] __________________________________________________________________________________________________ block_2b_conv_2 (Conv2D) (None, 128, None, No 147456 block_2b_relu_1[0][0] __________________________________________________________________________________________________ block_2b_conv_shortcut (Conv2D) (None, 128, None, No 16384 block_2a_relu[0][0] __________________________________________________________________________________________________ block_2b_bn_2 (BatchNormalizati (None, 128, None, No 512 block_2b_conv_2[0][0] __________________________________________________________________________________________________ block_2b_bn_shortcut (BatchNorm (None, 128, None, No 512 block_2b_conv_shortcut[0][0] __________________________________________________________________________________________________ add_12 (Add) (None, 128, None, No 0 block_2b_bn_2[0][0] block_2b_bn_shortcut[0][0] __________________________________________________________________________________________________ block_2b_relu (Activation) (None, 128, None, No 0 add_12[0][0] __________________________________________________________________________________________________ block_3a_conv_1 (Conv2D) (None, 256, None, No 294912 block_2b_relu[0][0] __________________________________________________________________________________________________ block_3a_bn_1 (BatchNormalizati (None, 256, None, No 1024 block_3a_conv_1[0][0] __________________________________________________________________________________________________ block_3a_relu_1 (Activation) (None, 256, None, No 0 block_3a_bn_1[0][0] __________________________________________________________________________________________________ block_3a_conv_2 (Conv2D) (None, 256, None, No 589824 block_3a_relu_1[0][0] __________________________________________________________________________________________________ block_3a_conv_shortcut (Conv2D) (None, 256, None, No 32768 block_2b_relu[0][0] __________________________________________________________________________________________________ block_3a_bn_2 (BatchNormalizati (None, 256, None, No 1024 block_3a_conv_2[0][0] __________________________________________________________________________________________________ block_3a_bn_shortcut (BatchNorm (None, 256, None, No 1024 block_3a_conv_shortcut[0][0] __________________________________________________________________________________________________ add_13 (Add) (None, 256, None, No 0 block_3a_bn_2[0][0] block_3a_bn_shortcut[0][0] __________________________________________________________________________________________________ block_3a_relu (Activation) (None, 256, None, No 0 add_13[0][0] __________________________________________________________________________________________________ block_3b_conv_1 (Conv2D) (None, 256, None, No 589824 block_3a_relu[0][0] __________________________________________________________________________________________________ block_3b_bn_1 (BatchNormalizati (None, 256, None, No 1024 block_3b_conv_1[0][0] __________________________________________________________________________________________________ block_3b_relu_1 (Activation) (None, 256, None, No 0 block_3b_bn_1[0][0] __________________________________________________________________________________________________ block_3b_conv_2 (Conv2D) (None, 256, None, No 589824 block_3b_relu_1[0][0] __________________________________________________________________________________________________ block_3b_conv_shortcut (Conv2D) (None, 256, None, No 65536 block_3a_relu[0][0] __________________________________________________________________________________________________ block_3b_bn_2 (BatchNormalizati (None, 256, None, No 1024 block_3b_conv_2[0][0] __________________________________________________________________________________________________ block_3b_bn_shortcut (BatchNorm (None, 256, None, No 1024 block_3b_conv_shortcut[0][0] __________________________________________________________________________________________________ add_14 (Add) (None, 256, None, No 0 block_3b_bn_2[0][0] block_3b_bn_shortcut[0][0] __________________________________________________________________________________________________ block_3b_relu (Activation) (None, 256, None, No 0 add_14[0][0] __________________________________________________________________________________________________ block_4a_conv_1 (Conv2D) (None, 512, None, No 1179648 block_3b_relu[0][0] __________________________________________________________________________________________________ block_4a_bn_1 (BatchNormalizati (None, 512, None, No 2048 block_4a_conv_1[0][0] __________________________________________________________________________________________________ block_4a_relu_1 (Activation) (None, 512, None, No 0 block_4a_bn_1[0][0] __________________________________________________________________________________________________ block_4a_conv_2 (Conv2D) (None, 512, None, No 2359296 block_4a_relu_1[0][0] __________________________________________________________________________________________________ block_4a_conv_shortcut (Conv2D) (None, 512, None, No 131072 block_3b_relu[0][0] __________________________________________________________________________________________________ block_4a_bn_2 (BatchNormalizati (None, 512, None, No 2048 block_4a_conv_2[0][0] __________________________________________________________________________________________________ block_4a_bn_shortcut (BatchNorm (None, 512, None, No 2048 block_4a_conv_shortcut[0][0] __________________________________________________________________________________________________ add_15 (Add) (None, 512, None, No 0 block_4a_bn_2[0][0] block_4a_bn_shortcut[0][0] __________________________________________________________________________________________________ block_4a_relu (Activation) (None, 512, None, No 0 add_15[0][0] __________________________________________________________________________________________________ block_4b_conv_1 (Conv2D) (None, 504, None, No 2322432 block_4a_relu[0][0] __________________________________________________________________________________________________ block_4b_bn_1 (BatchNormalizati (None, 504, None, No 2016 block_4b_conv_1[0][0] __________________________________________________________________________________________________ block_4b_relu_1 (Activation) (None, 504, None, No 0 block_4b_bn_1[0][0] __________________________________________________________________________________________________ block_4b_conv_2 (Conv2D) (None, 512, None, No 2322432 block_4b_relu_1[0][0] __________________________________________________________________________________________________ block_4b_conv_shortcut (Conv2D) (None, 512, None, No 262144 block_4a_relu[0][0] __________________________________________________________________________________________________ block_4b_bn_2 (BatchNormalizati (None, 512, None, No 2048 block_4b_conv_2[0][0] __________________________________________________________________________________________________ block_4b_bn_shortcut (BatchNorm (None, 512, None, No 2048 block_4b_conv_shortcut[0][0] __________________________________________________________________________________________________ add_16 (Add) (None, 512, None, No 0 block_4b_bn_2[0][0] block_4b_bn_shortcut[0][0] __________________________________________________________________________________________________ block_4b_relu (Activation) (None, 512, None, No 0 add_16[0][0] __________________________________________________________________________________________________ yolo_neck_1 (Conv2D) (None, 512, None, No 262144 block_4b_relu[0][0] __________________________________________________________________________________________________ yolo_neck_1_bn (BatchNormalizat (None, 512, None, No 2048 yolo_neck_1[0][0] __________________________________________________________________________________________________ yolo_neck_1_lrelu (LeakyReLU) (None, 512, None, No 0 yolo_neck_1_bn[0][0] __________________________________________________________________________________________________ yolo_neck_2 (Conv2D) (None, 1024, None, N 4718592 yolo_neck_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_neck_2_bn (BatchNormalizat (None, 1024, None, N 4096 yolo_neck_2[0][0] __________________________________________________________________________________________________ yolo_neck_2_lrelu (LeakyReLU) (None, 1024, None, N 0 yolo_neck_2_bn[0][0] __________________________________________________________________________________________________ yolo_neck_3 (Conv2D) (None, 512, None, No 524288 yolo_neck_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_neck_3_bn (BatchNormalizat (None, 512, None, No 2048 yolo_neck_3[0][0] __________________________________________________________________________________________________ yolo_neck_3_lrelu (LeakyReLU) (None, 512, None, No 0 yolo_neck_3_bn[0][0] __________________________________________________________________________________________________ yolo_spp_pool_1 (MaxPooling2D) (None, 512, None, No 0 yolo_neck_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_spp_pool_2 (MaxPooling2D) (None, 512, None, No 0 yolo_neck_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_spp_pool_3 (MaxPooling2D) (None, 512, None, No 0 yolo_neck_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_spp_concat (Concatenate) (None, 2048, None, N 0 yolo_spp_pool_1[0][0] yolo_spp_pool_2[0][0] yolo_spp_pool_3[0][0] yolo_neck_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_spp_conv (Conv2D) (None, 512, None, No 1048576 yolo_spp_concat[0][0] __________________________________________________________________________________________________ yolo_spp_conv_bn (BatchNormaliz (None, 512, None, No 2048 yolo_spp_conv[0][0] __________________________________________________________________________________________________ yolo_spp_conv_lrelu (LeakyReLU) (None, 512, None, No 0 yolo_spp_conv_bn[0][0] __________________________________________________________________________________________________ yolo_expand_conv1 (Conv2D) (None, 512, None, No 2359296 yolo_spp_conv_lrelu[0][0] __________________________________________________________________________________________________ yolo_expand_conv1_bn (BatchNorm (None, 512, None, No 2048 yolo_expand_conv1[0][0] __________________________________________________________________________________________________ yolo_expand_conv1_lrelu (LeakyR (None, 512, None, No 0 yolo_expand_conv1_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_2 (Conv2D) (None, 512, None, No 2359296 yolo_expand_conv1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_2_bn (BatchNormaliza (None, 512, None, No 2048 yolo_conv1_2[0][0] __________________________________________________________________________________________________ yolo_conv1_2_lrelu (LeakyReLU) (None, 512, None, No 0 yolo_conv1_2_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_3 (Conv2D) (None, 256, None, No 131072 yolo_conv1_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_3_bn (BatchNormaliza (None, 256, None, No 1024 yolo_conv1_3[0][0] __________________________________________________________________________________________________ yolo_conv1_3_lrelu (LeakyReLU) (None, 256, None, No 0 yolo_conv1_3_bn[0][0] __________________________________________________________________________________________________ yolo_conv2 (Conv2D) (None, 128, None, No 32768 yolo_conv1_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv2_bn (BatchNormalizati (None, 128, None, No 512 yolo_conv2[0][0] __________________________________________________________________________________________________ yolo_x_branch (Conv2D) (None, 128, None, No 32768 block_3b_relu[0][0] __________________________________________________________________________________________________ yolo_conv2_lrelu (LeakyReLU) (None, 128, None, No 0 yolo_conv2_bn[0][0] __________________________________________________________________________________________________ yolo_x_branch_bn (BatchNormaliz (None, 128, None, No 512 yolo_x_branch[0][0] __________________________________________________________________________________________________ upsample0 (UpSampling2D) (None, 128, None, No 0 yolo_conv2_lrelu[0][0] __________________________________________________________________________________________________ yolo_x_branch_lrelu (LeakyReLU) (None, 128, None, No 0 yolo_x_branch_bn[0][0] __________________________________________________________________________________________________ concatenate_5 (Concatenate) (None, 256, None, No 0 upsample0[0][0] yolo_x_branch_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_1 (Conv2D) (None, 128, None, No 32768 concatenate_5[0][0] __________________________________________________________________________________________________ yolo_conv3_1_bn (BatchNormaliza (None, 128, None, No 512 yolo_conv3_1[0][0] __________________________________________________________________________________________________ yolo_conv3_1_lrelu (LeakyReLU) (None, 128, None, No 0 yolo_conv3_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_2 (Conv2D) (None, 256, None, No 294912 yolo_conv3_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_2_bn (BatchNormaliza (None, 256, None, No 1024 yolo_conv3_2[0][0] __________________________________________________________________________________________________ yolo_conv3_2_lrelu (LeakyReLU) (None, 256, None, No 0 yolo_conv3_2_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_3 (Conv2D) (None, 128, None, No 32768 yolo_conv3_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_3_bn (BatchNormaliza (None, 128, None, No 512 yolo_conv3_3[0][0] __________________________________________________________________________________________________ yolo_conv3_3_lrelu (LeakyReLU) (None, 128, None, No 0 yolo_conv3_3_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_4 (Conv2D) (None, 256, None, No 294912 yolo_conv3_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_4_bn (BatchNormaliza (None, 256, None, No 1024 yolo_conv3_4[0][0] __________________________________________________________________________________________________ yolo_conv3_4_lrelu (LeakyReLU) (None, 256, None, No 0 yolo_conv3_4_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_5 (Conv2D) (None, 128, None, No 32768 yolo_conv3_4_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_5_bn (BatchNormaliza (None, 128, None, No 512 yolo_conv3_5[0][0] __________________________________________________________________________________________________ yolo_conv3_5_lrelu (LeakyReLU) (None, 128, None, No 0 yolo_conv3_5_bn[0][0] __________________________________________________________________________________________________ yolo_conv4 (Conv2D) (None, 64, None, Non 8192 yolo_conv3_5_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv4_bn (BatchNormalizati (None, 64, None, Non 256 yolo_conv4[0][0] __________________________________________________________________________________________________ yolo_x_branch_2 (Conv2D) (None, 64, None, Non 8192 block_2b_relu[0][0] __________________________________________________________________________________________________ yolo_conv4_lrelu (LeakyReLU) (None, 64, None, Non 0 yolo_conv4_bn[0][0] __________________________________________________________________________________________________ yolo_x_branch_2_bn (BatchNormal (None, 64, None, Non 256 yolo_x_branch_2[0][0] __________________________________________________________________________________________________ upsample1 (UpSampling2D) (None, 64, None, Non 0 yolo_conv4_lrelu[0][0] __________________________________________________________________________________________________ yolo_x_branch_2_lrelu (LeakyReL (None, 64, None, Non 0 yolo_x_branch_2_bn[0][0] __________________________________________________________________________________________________ concatenate_6 (Concatenate) (None, 128, None, No 0 upsample1[0][0] yolo_x_branch_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_1 (Conv2D) (None, 64, None, Non 8192 concatenate_6[0][0] __________________________________________________________________________________________________ yolo_conv5_1_bn (BatchNormaliza (None, 64, None, Non 256 yolo_conv5_1[0][0] __________________________________________________________________________________________________ yolo_conv5_1_lrelu (LeakyReLU) (None, 64, None, Non 0 yolo_conv5_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_2 (Conv2D) (None, 128, None, No 73728 yolo_conv5_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_2_bn (BatchNormaliza (None, 128, None, No 512 yolo_conv5_2[0][0] __________________________________________________________________________________________________ yolo_conv5_2_lrelu (LeakyReLU) (None, 128, None, No 0 yolo_conv5_2_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_3 (Conv2D) (None, 64, None, Non 8192 yolo_conv5_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_3_bn (BatchNormaliza (None, 64, None, Non 256 yolo_conv5_3[0][0] __________________________________________________________________________________________________ yolo_conv5_3_lrelu (LeakyReLU) (None, 64, None, Non 0 yolo_conv5_3_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_4 (Conv2D) (None, 128, None, No 73728 yolo_conv5_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_4_bn (BatchNormaliza (None, 128, None, No 512 yolo_conv5_4[0][0] __________________________________________________________________________________________________ yolo_conv5_4_lrelu (LeakyReLU) (None, 128, None, No 0 yolo_conv5_4_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_5 (Conv2D) (None, 64, None, Non 8192 yolo_conv5_4_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_5_bn (BatchNormaliza (None, 64, None, Non 256 yolo_conv5_5[0][0] __________________________________________________________________________________________________ yolo_conv5_5_lrelu (LeakyReLU) (None, 64, None, Non 0 yolo_conv5_5_bn[0][0] __________________________________________________________________________________________________ yolo_sm_branch_conv (Conv2D) (None, 128, None, No 73728 yolo_conv5_5_lrelu[0][0] __________________________________________________________________________________________________ yolo_sm_branch_conv_bn (BatchNo (None, 128, None, No 512 yolo_sm_branch_conv[0][0] __________________________________________________________________________________________________ yolo_sm_branch_conv_lrelu (Leak (None, 128, None, No 0 yolo_sm_branch_conv_bn[0][0] __________________________________________________________________________________________________ concatenate_7 (Concatenate) (None, 256, None, No 0 yolo_conv3_5_lrelu[0][0] yolo_sm_branch_conv_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1 (Conv2D) (None, 128, None, No 32768 concatenate_7[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_bn (BatchNormali (None, 128, None, No 512 yolo_conv3_5_1[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_lrelu (LeakyReLU (None, 128, None, No 0 yolo_conv3_5_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_4_2 (Conv2D) (None, 256, None, No 294912 yolo_conv3_5_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_4_2_bn (BatchNormali (None, 256, None, No 1024 yolo_conv3_4_2[0][0] __________________________________________________________________________________________________ yolo_conv3_4_2_lrelu (LeakyReLU (None, 256, None, No 0 yolo_conv3_4_2_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_1 (Conv2D) (None, 128, None, No 32768 yolo_conv3_4_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_1_bn (BatchNorma (None, 128, None, No 512 yolo_conv3_5_1_1[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_1_lrelu (LeakyRe (None, 128, None, No 0 yolo_conv3_5_1_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_6 (Conv2D) (None, 256, None, No 294912 yolo_conv3_5_1_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_6_bn (BatchNormaliza (None, 256, None, No 1024 yolo_conv3_6[0][0] __________________________________________________________________________________________________ yolo_conv3_6_lrelu (LeakyReLU) (None, 256, None, No 0 yolo_conv3_6_bn[0][0] __________________________________________________________________________________________________ md_leaky_conv512 (Conv2D) (None, 256, None, No 65536 yolo_conv3_6_lrelu[0][0] __________________________________________________________________________________________________ md_leaky_conv512_bn (BatchNorma (None, 256, None, No 1024 md_leaky_conv512[0][0] __________________________________________________________________________________________________ md_leaky_conv512_lrelu (LeakyRe (None, 256, None, No 0 md_leaky_conv512_bn[0][0] __________________________________________________________________________________________________ md_leaky_conv512_down (Conv2D) (None, 512, None, No 1179648 md_leaky_conv512_lrelu[0][0] __________________________________________________________________________________________________ md_leaky_conv512_down_bn (Batch (None, 512, None, No 2048 md_leaky_conv512_down[0][0] __________________________________________________________________________________________________ md_leaky_conv512_down_lrelu (Le (None, 512, None, No 0 md_leaky_conv512_down_bn[0][0] __________________________________________________________________________________________________ concatenate_8 (Concatenate) (None, 640, None, No 0 yolo_conv2_lrelu[0][0] md_leaky_conv512_down_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_3_1 (Conv2D) (None, 256, None, No 163840 concatenate_8[0][0] __________________________________________________________________________________________________ yolo_conv1_3_1_bn (BatchNormali (None, 256, None, No 1024 yolo_conv1_3_1[0][0] __________________________________________________________________________________________________ yolo_conv1_3_1_lrelu (LeakyReLU (None, 256, None, No 0 yolo_conv1_3_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_4 (Conv2D) (None, 512, None, No 1179648 yolo_conv1_3_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_4_bn (BatchNormaliza (None, 512, None, No 2048 yolo_conv1_4[0][0] __________________________________________________________________________________________________ yolo_conv1_4_lrelu (LeakyReLU) (None, 512, None, No 0 yolo_conv1_4_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_5 (Conv2D) (None, 256, None, No 131072 yolo_conv1_4_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_5_bn (BatchNormaliza (None, 256, None, No 1024 yolo_conv1_5[0][0] __________________________________________________________________________________________________ yolo_conv1_5_lrelu (LeakyReLU) (None, 256, None, No 0 yolo_conv1_5_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_6 (Conv2D) (None, 512, None, No 1179648 yolo_conv1_5_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_6_bn (BatchNormaliza (None, 512, None, No 2048 yolo_conv1_6[0][0] __________________________________________________________________________________________________ yolo_conv1_6_lrelu (LeakyReLU) (None, 512, None, No 0 yolo_conv1_6_bn[0][0] __________________________________________________________________________________________________ bg_leaky_conv512 (Conv2D) (None, 512, None, No 262144 yolo_conv1_6_lrelu[0][0] __________________________________________________________________________________________________ bg_leaky_conv512_bn (BatchNorma (None, 512, None, No 2048 bg_leaky_conv512[0][0] __________________________________________________________________________________________________ bg_leaky_conv512_lrelu (LeakyRe (None, 512, None, No 0 bg_leaky_conv512_bn[0][0] __________________________________________________________________________________________________ bg_leaky_conv1024 (Conv2D) (None, 1024, None, N 4718592 bg_leaky_conv512_lrelu[0][0] __________________________________________________________________________________________________ md_leaky_conv1024 (Conv2D) (None, 512, None, No 1179648 md_leaky_conv512_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_6 (Conv2D) (None, 128, None, No 73728 yolo_conv5_5_lrelu[0][0] __________________________________________________________________________________________________ bg_leaky_conv1024_bn (BatchNorm (None, 1024, None, N 4096 bg_leaky_conv1024[0][0] __________________________________________________________________________________________________ md_leaky_conv1024_bn (BatchNorm (None, 512, None, No 2048 md_leaky_conv1024[0][0] __________________________________________________________________________________________________ yolo_conv5_6_bn (BatchNormaliza (None, 128, None, No 512 yolo_conv5_6[0][0] __________________________________________________________________________________________________ bg_leaky_conv1024_lrelu (LeakyR (None, 1024, None, N 0 bg_leaky_conv1024_bn[0][0] __________________________________________________________________________________________________ md_leaky_conv1024_lrelu (LeakyR (None, 512, None, No 0 md_leaky_conv1024_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_6_lrelu (LeakyReLU) (None, 128, None, No 0 yolo_conv5_6_bn[0][0] __________________________________________________________________________________________________ conv_big_object (Conv2D) (None, 33, None, Non 33825 bg_leaky_conv1024_lrelu[0][0] __________________________________________________________________________________________________ conv_mid_object (Conv2D) (None, 33, None, Non 16929 md_leaky_conv1024_lrelu[0][0] __________________________________________________________________________________________________ conv_sm_object (Conv2D) (None, 33, None, Non 4257 yolo_conv5_6_lrelu[0][0] __________________________________________________________________________________________________ bg_permute (Permute) (None, None, None, 3 0 conv_big_object[0][0] __________________________________________________________________________________________________ md_permute (Permute) (None, None, None, 3 0 conv_mid_object[0][0] __________________________________________________________________________________________________ sm_permute (Permute) (None, None, None, 3 0 conv_sm_object[0][0] __________________________________________________________________________________________________ bg_reshape (Reshape) (None, None, 11) 0 bg_permute[0][0] __________________________________________________________________________________________________ md_reshape (Reshape) (None, None, 11) 0 md_permute[0][0] __________________________________________________________________________________________________ sm_reshape (Reshape) (None, None, 11) 0 sm_permute[0][0] __________________________________________________________________________________________________ bg_anchor (YOLOAnchorBox) (None, None, 6) 0 conv_big_object[0][0] __________________________________________________________________________________________________ bg_bbox_processor (BBoxPostProc (None, None, 11) 0 bg_reshape[0][0] __________________________________________________________________________________________________ md_anchor (YOLOAnchorBox) (None, None, 6) 0 conv_mid_object[0][0] __________________________________________________________________________________________________ md_bbox_processor (BBoxPostProc (None, None, 11) 0 md_reshape[0][0] __________________________________________________________________________________________________ sm_anchor (YOLOAnchorBox) (None, None, 6) 0 conv_sm_object[0][0] __________________________________________________________________________________________________ sm_bbox_processor (BBoxPostProc (None, None, 11) 0 sm_reshape[0][0] __________________________________________________________________________________________________ encoded_bg (Concatenate) (None, None, 17) 0 bg_anchor[0][0] bg_bbox_processor[0][0] __________________________________________________________________________________________________ encoded_md (Concatenate) (None, None, 17) 0 md_anchor[0][0] md_bbox_processor[0][0] __________________________________________________________________________________________________ encoded_sm (Concatenate) (None, None, 17) 0 sm_anchor[0][0] sm_bbox_processor[0][0] __________________________________________________________________________________________________ encoded_detections (Concatenate (None, None, 17) 0 encoded_bg[0][0] encoded_md[0][0] encoded_sm[0][0] ================================================================================================== Total params: 34,775,427 Trainable params: 34,741,907 Non-trainable params: 33,520 __________________________________________________________________________________________________ WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v3/utils/tensor_utils.py:7: The name tf.local_variables_initializer is deprecated. Please use tf.compat.v1.local_variables_initializer instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v3/utils/tensor_utils.py:7: The name tf.local_variables_initializer is deprecated. Please use tf.compat.v1.local_variables_initializer instead. WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v3/utils/tensor_utils.py:8: The name tf.tables_initializer is deprecated. Please use tf.compat.v1.tables_initializer instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v3/utils/tensor_utils.py:8: The name tf.tables_initializer is deprecated. Please use tf.compat.v1.tables_initializer instead. WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v3/utils/tensor_utils.py:9: The name tf.get_collection is deprecated. Please use tf.compat.v1.get_collection instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/yolo_v3/utils/tensor_utils.py:9: The name tf.get_collection is deprecated. Please use tf.compat.v1.get_collection instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead. WARNING: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead. WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/utils.py:1171: The name tf.summary.merge_all is deprecated. Please use tf.compat.v1.summary.merge_all instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/utils.py:1171: The name tf.summary.merge_all is deprecated. Please use tf.compat.v1.summary.merge_all instead. INFO: Starting Training Loop. Epoch 1/100 WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/utils.py:270: The name tf.Summary is deprecated. Please use tf.compat.v1.Summary instead. WARNING: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/utils.py:270: The name tf.Summary is deprecated. Please use tf.compat.v1.Summary instead. 2/116 [..............................] - ETA: 1:53:12 - loss: 151.5227/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (2.594675). Check your callbacks. % delta_t_median) 77/116 [==================>...........] - ETA: 1:19 - loss: 192.3678/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251097). 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Check your callbacks. % delta_t_median) 52/116 [============>.................] - ETA: 32s - loss: 203.1881/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253883). Check your callbacks. % delta_t_median) 54/116 [============>.................] - ETA: 31s - loss: 205.2064/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259106). Check your callbacks. % delta_t_median) 68/116 [================>.............] - ETA: 24s - loss: 206.8297/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275429). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 23s - loss: 207.7665/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276467). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 23s - loss: 205.6991/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278926). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 22s - loss: 204.8095/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272940). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 21s - loss: 204.7746/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273701). Check your callbacks. % delta_t_median) 77/116 [==================>...........] - ETA: 20s - loss: 206.4089/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269209). Check your callbacks. % delta_t_median) 116/116 [==============================] - 57s 490ms/step - loss: 201.4223 INFO: Training loop in progress Epoch 3/100 2/116 [..............................] - ETA: 2:30 - loss: 183.3998/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.547673). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 2:09 - loss: 216.9570/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.582531). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 2:02 - loss: 216.8585/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.613330). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 1:59 - loss: 201.3096/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.644128). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 1:43 - loss: 199.9773/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.516875). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 1:37 - loss: 202.4881/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.451218). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 1:33 - loss: 198.4486/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.441829). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:29 - loss: 195.1329/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.373648). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:25 - loss: 192.5456/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.296522). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:19 - loss: 199.0430/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266810). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:03 - loss: 207.4765/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259871). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:01 - loss: 205.2562/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256986). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 47s - loss: 209.5123/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257141). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 46s - loss: 210.6841/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263679). Check your callbacks. % delta_t_median) 45/116 [==========>...................] - ETA: 43s - loss: 210.5407/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269605). Check your callbacks. % delta_t_median) 52/116 [============>.................] - ETA: 39s - loss: 212.0666/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272556). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 37s - loss: 211.7104/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269832). Check your callbacks. % delta_t_median) 58/116 [==============>...............] - ETA: 34s - loss: 214.0933/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253667). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 30s - loss: 213.5058/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254311). Check your callbacks. % delta_t_median) 90/116 [======================>.......] - ETA: 14s - loss: 210.9391/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253152). Check your callbacks. % delta_t_median) 116/116 [==============================] - 62s 537ms/step - loss: 209.9275 INFO: Training loop in progress Epoch 4/100 1/116 [..............................] - ETA: 11:34 - loss: 248.6318/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.595181). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:39 - loss: 200.4042 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.508328). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:56 - loss: 210.9637/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.511359). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:03 - loss: 228.0728/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.466417). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:28 - loss: 221.6075/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.421475). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:02 - loss: 211.5821/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.382261). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:44 - loss: 199.3926/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.343047). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:31 - loss: 196.3384/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.335765). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:19 - loss: 197.2552/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.328482). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:11 - loss: 199.4051/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.316402). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:02 - loss: 196.8277/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.291240). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:46 - loss: 195.2728/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278088). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:39 - loss: 204.6054/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274300). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:31 - loss: 205.3448/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263000). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:28 - loss: 204.9439/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.243498). Check your callbacks. % delta_t_median) 52/116 [============>.................] - ETA: 42s - loss: 203.0151/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248193). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 31s - loss: 201.6739/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273241). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 31s - loss: 201.3449/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264331). Check your callbacks. % delta_t_median) 68/116 [================>.............] - ETA: 30s - loss: 201.5279/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264996). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 29s - loss: 201.1804/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276392). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 28s - loss: 200.2849/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258841). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 558ms/step - loss: 197.4189 INFO: Training loop in progress Epoch 5/100 1/116 [..............................] - ETA: 11:54 - loss: 171.6058/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.681598). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:53 - loss: 175.3610 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.567740). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:04 - loss: 208.5373/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.572311). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:12 - loss: 193.9765/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.524107). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:39 - loss: 188.8136/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.522111). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:16 - loss: 199.2089/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.499007). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:56 - loss: 195.7087/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.475902). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:41 - loss: 199.2011/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.464893). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:28 - loss: 205.2964/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.453883). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:18 - loss: 202.6941/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.384216). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:09 - loss: 201.8168/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.307732). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:02 - loss: 203.1825/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.298954). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:51 - loss: 197.4887/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277710). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:32 - loss: 205.8350/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266007). Check your callbacks. % delta_t_median) 22/116 [====>.........................] - ETA: 1:24 - loss: 208.5824/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260180). Check your callbacks. % delta_t_median) 30/116 [======>.......................] - ETA: 1:08 - loss: 213.9156/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250534). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 53s - loss: 219.2217/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287530). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 52s - loss: 221.8310/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.295770). Check your callbacks. % delta_t_median) 72/116 [=================>............] - ETA: 28s - loss: 216.7377/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274030). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 27s - loss: 216.2161/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268523). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 24s - loss: 215.4880/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274568). Check your callbacks. % delta_t_median) 80/116 [===================>..........] - ETA: 23s - loss: 216.5373/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277034). Check your callbacks. % delta_t_median) 85/116 [====================>.........] - ETA: 19s - loss: 217.7692/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278041). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 17s - loss: 217.2649/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266417). Check your callbacks. % delta_t_median) 89/116 [======================>.......] - ETA: 17s - loss: 217.9480/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260465). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 218.7442/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242253). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 9s - loss: 219.0288 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.220535). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 579ms/step - loss: 216.9027 INFO: Training loop in progress Epoch 6/100 1/116 [..............................] - ETA: 14:11 - loss: 220.5930/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.655478). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:59 - loss: 243.5473 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.526997). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:44 - loss: 223.5567/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.410391). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:37 - loss: 225.4760/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.404453). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:56 - loss: 224.8829/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.398516). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:26 - loss: 228.4891/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.395776). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 3:05 - loss: 236.6379/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.393037). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:47 - loss: 216.7427/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.379410). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:33 - loss: 206.3102/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.365783). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:21 - loss: 209.6834/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.331385). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:12 - loss: 203.4014/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272397). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 1:11 - loss: 210.9618/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.240913). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:03 - loss: 205.7366/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247971). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 55s - loss: 206.7283/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266031). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 42s - loss: 207.6894/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273063). Check your callbacks. % delta_t_median) 59/116 [==============>...............] - ETA: 38s - loss: 206.8522/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264498). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 34s - loss: 205.0748/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242859). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 565ms/step - loss: 200.4743 INFO: Training loop in progress Epoch 7/100 2/116 [..............................] - ETA: 7:51 - loss: 266.6289 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.463349). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:43 - loss: 218.5706/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.352962). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:28 - loss: 210.2844/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273357). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:42 - loss: 213.1059/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260249). Check your callbacks. % delta_t_median) 30/116 [======>.......................] - ETA: 1:06 - loss: 200.5894/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258270). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 19s - loss: 202.5067/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.237406). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 551ms/step - loss: 201.6039 INFO: Training loop in progress Epoch 8/100 1/116 [..............................] - ETA: 11:51 - loss: 220.6844/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.705749). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:52 - loss: 242.8043 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.621074). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:05 - loss: 231.8724/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.536399). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:06 - loss: 251.1839/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.455621). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:30 - loss: 240.6382/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.388504). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:06 - loss: 218.1440/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.381673). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:48 - loss: 220.0363/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.374843). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:33 - loss: 212.5344/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.371817). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:21 - loss: 207.2951/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.368792). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:10 - loss: 199.9797/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.350699). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:02 - loss: 201.8874/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.302530). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:55 - loss: 198.3695/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269715). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:08 - loss: 213.4290/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246317). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 25s - loss: 205.9024/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251771). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 12s - loss: 204.8551/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253955). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 9s - loss: 205.3431 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.220274). Check your callbacks. % delta_t_median) 116/116 [==============================] - 63s 546ms/step - loss: 205.9461 INFO: Training loop in progress Epoch 9/100 1/116 [..............................] - ETA: 7:06 - loss: 178.6252/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.965675). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:26 - loss: 202.0883/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.658187). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:40 - loss: 186.1562/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.429519). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:48 - loss: 173.6062/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.390109). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:49 - loss: 174.3892/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.311089). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:32 - loss: 169.6942/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274287). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:19 - loss: 170.5624/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272883). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:08 - loss: 170.0074/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272769). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:53 - loss: 182.6524/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270825). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:42 - loss: 188.2247/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266642). Check your callbacks. % delta_t_median) 53/116 [============>.................] - ETA: 39s - loss: 187.0021/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252099). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 31s - loss: 194.7587/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269279). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 29s - loss: 195.4879/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262512). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 27s - loss: 194.9946/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250249). Check your callbacks. % delta_t_median) 116/116 [==============================] - 63s 546ms/step - loss: 199.9850 INFO: Training loop in progress Epoch 10/100 1/116 [..............................] - ETA: 11:42 - loss: 190.4213/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.750213). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:54 - loss: 192.0478 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.616784). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:05 - loss: 194.9091/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.483354). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:08 - loss: 211.4374/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.459997). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:32 - loss: 218.5368/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.436641). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:08 - loss: 207.0322/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.429976). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:50 - loss: 227.9413/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.423310). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:37 - loss: 220.9595/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.419724). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:24 - loss: 210.6912/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.416138). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 204.6046/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.398630). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 203.4453/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.367740). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 208.4703/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.322308). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 31s - loss: 204.6315/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261772). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 30s - loss: 204.4609/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267767). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 28s - loss: 204.1116/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261523). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 28s - loss: 204.2363/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264777). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 25s - loss: 205.4141/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254768). Check your callbacks. % delta_t_median) 76/116 [==================>...........] - ETA: 24s - loss: 206.5712/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246619). Check your callbacks. % delta_t_median) 80/116 [===================>..........] - ETA: 21s - loss: 207.3186/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251052). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 17s - loss: 208.6590/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254364). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 210.2842/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245722). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 211.2340/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.241058). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 9s - loss: 210.9786 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.215523). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 551ms/step - loss: 211.6885 Producing predictions: 100%|████████████████████| 40/40 [00:13<00:00, 2.92it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* someclass4 AP 0.36296 someclass5 AP 0.36143 someclass6 AP 0.15547 someclass1 AP 0.40221 someclass2 AP 0.47232 someclass3 AP 0.88907 mAP 0.44057 ******************************* Validation loss: 332.80317263059976 Epoch 00010: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_010.tlt INFO: Training loop in progress Epoch 11/100 26/116 [=====>........................] - ETA: 44s - loss: 199.4223/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289298). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 43s - loss: 193.9980/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253302). Check your callbacks. % delta_t_median) 47/116 [===========>..................] - ETA: 35s - loss: 201.6359/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247499). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 34s - loss: 200.6431/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242849). Check your callbacks. % delta_t_median) 58/116 [==============>...............] - ETA: 29s - loss: 203.3392/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257010). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 28s - loss: 202.9807/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266308). Check your callbacks. % delta_t_median) 63/116 [===============>..............] - ETA: 27s - loss: 203.7404/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267563). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 25s - loss: 204.0673/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263783). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 19s - loss: 202.9913/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.233556). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 9s - loss: 201.9080 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.229541). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 8s - loss: 201.0437/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.213881). Check your callbacks. % delta_t_median) 116/116 [==============================] - 57s 489ms/step - loss: 203.3122 INFO: Training loop in progress Epoch 12/100 1/116 [..............................] - ETA: 10:53 - loss: 190.5891/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.515559). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:11 - loss: 173.5846 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.515136). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:37 - loss: 178.3133/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.514714). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:45 - loss: 178.0797/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.455825). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:13 - loss: 174.3841/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.396937). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:50 - loss: 173.3609/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.368704). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:34 - loss: 180.4017/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.340471). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:04 - loss: 180.9567/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.332383). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:57 - loss: 186.3162/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.321506). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:51 - loss: 181.1964/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.303985). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:46 - loss: 188.2607/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286287). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:37 - loss: 191.3062/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268055). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:12 - loss: 185.8186/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254781). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 50s - loss: 196.3849/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247333). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 29s - loss: 200.9001/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274352). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 27s - loss: 199.9985/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260070). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 16s - loss: 203.4182/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253790). Check your callbacks. % delta_t_median) 89/116 [======================>.......] - ETA: 16s - loss: 203.5229/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267306). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 555ms/step - loss: 205.1440 INFO: Training loop in progress Epoch 13/100 1/116 [..............................] - ETA: 9:23 - loss: 208.8237/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.707106). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:44 - loss: 216.8227/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.673879). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:03 - loss: 197.1745/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.640653). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:12 - loss: 198.1882/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.639676). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:43 - loss: 193.5913/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.638700). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:13 - loss: 201.6947/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.521931). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:52 - loss: 194.2787/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.405161). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:25 - loss: 202.7643/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287624). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 46s - loss: 188.3288/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262104). Check your callbacks. % delta_t_median) 85/116 [====================>.........] - ETA: 19s - loss: 197.0416/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275964). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 18s - loss: 197.3551/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.285859). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 17s - loss: 196.4725/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276782). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 13s - loss: 198.2285/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264386). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 13s - loss: 197.8691/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280007). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 198.9459/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275615). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 199.8202/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258652). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 9s - loss: 199.9928 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255888). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 577ms/step - loss: 201.3901 INFO: Training loop in progress Epoch 14/100 2/116 [..............................] - ETA: 6:07 - loss: 174.6594 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.603758). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:40 - loss: 171.0272/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.596911). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:51 - loss: 174.7368/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.538006). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:21 - loss: 163.7317/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.479101). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:59 - loss: 183.9558/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.475574). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:43 - loss: 192.2163/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.472048). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:30 - loss: 189.0598/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.457401). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:19 - loss: 184.3200/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.442754). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:09 - loss: 192.8528/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.434716). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:03 - loss: 197.7072/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.406809). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:56 - loss: 192.1040/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.368742). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:51 - loss: 191.1838/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.324332). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:45 - loss: 194.3825/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.294062). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:41 - loss: 197.3303/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281601). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:37 - loss: 203.2876/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275391). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:26 - loss: 197.9237/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258089). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:15 - loss: 196.7603/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.240880). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 54s - loss: 197.5801/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279524). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 51s - loss: 200.0141/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.285475). Check your callbacks. % delta_t_median) 46/116 [==========>...................] - ETA: 48s - loss: 196.8375/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278520). Check your callbacks. % delta_t_median) 49/116 [===========>..................] - ETA: 45s - loss: 196.1237/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269891). Check your callbacks. % delta_t_median) 51/116 [============>.................] - ETA: 44s - loss: 196.1101/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264738). Check your callbacks. % delta_t_median) 52/116 [============>.................] - ETA: 43s - loss: 197.8370/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282234). Check your callbacks. % delta_t_median) 54/116 [============>.................] - ETA: 41s - loss: 198.4778/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253006). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 556ms/step - loss: 201.8523 INFO: Training loop in progress Epoch 15/100 1/116 [..............................] - ETA: 11:09 - loss: 161.9768/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.737013). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:36 - loss: 199.8829 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.619628). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:52 - loss: 212.2008/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.505047). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:00 - loss: 209.2567/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.503646). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:28 - loss: 228.4119/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.502244). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:03 - loss: 228.3614/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.488968). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:44 - loss: 217.5356/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.475692). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:29 - loss: 228.8169/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.409341). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:17 - loss: 229.1854/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.342990). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:08 - loss: 232.9170/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.315198). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:13 - loss: 209.6496/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262563). Check your callbacks. % delta_t_median) 26/116 [=====>........................] - ETA: 1:11 - loss: 208.9657/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249133). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:01 - loss: 208.3031/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269939). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 58s - loss: 206.9316/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275000). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 57s - loss: 205.4953/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289911). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 52s - loss: 210.1770/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.292931). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 51s - loss: 207.6409/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284081). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 50s - loss: 205.6893/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257695). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 12s - loss: 207.0338/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242816). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 205.8410/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254929). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 549ms/step - loss: 206.1379 INFO: Training loop in progress Epoch 16/100 1/116 [..............................] - ETA: 12:50 - loss: 168.0618/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.553557). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:11 - loss: 179.5202 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.505682). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:14 - loss: 180.8141/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.457807). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:11 - loss: 191.7949/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.443072). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:36 - loss: 186.7508/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.428337). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:07 - loss: 191.2034/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.388655). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:46 - loss: 193.9932/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.351430). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:33 - loss: 184.7674/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.350201). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:22 - loss: 188.3787/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.348972). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:12 - loss: 195.6089/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.325224). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:04 - loss: 190.5972/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.292874). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:47 - loss: 191.5750/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270740). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:34 - loss: 194.8573/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257984). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:00 - loss: 206.3219/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255311). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 57s - loss: 205.7552/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263532). Check your callbacks. % delta_t_median) 62/116 [===============>..............] - ETA: 34s - loss: 210.8147/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265915). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 32s - loss: 209.7783/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250196). Check your callbacks. % delta_t_median) 85/116 [====================>.........] - ETA: 18s - loss: 209.5910/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274522). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 18s - loss: 209.5575/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279541). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 17s - loss: 209.6052/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284220). Check your callbacks. % delta_t_median) 89/116 [======================>.......] - ETA: 16s - loss: 209.5330/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289930). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 13s - loss: 210.3310/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279201). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 13s - loss: 209.5581/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278026). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 12s - loss: 209.6614/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262939). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 209.4105/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242645). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 558ms/step - loss: 209.9725 INFO: Training loop in progress Epoch 17/100 2/116 [..............................] - ETA: 6:47 - loss: 214.7661 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.436680). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:00 - loss: 229.0651/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.446785). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:31 - loss: 193.4255/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.426575). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:07 - loss: 201.3723/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.424130). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:49 - loss: 207.2140/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.421685). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:34 - loss: 219.9584/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.397312). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:21 - loss: 220.2842/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.372938). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:12 - loss: 228.1358/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.357582). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:03 - loss: 219.4515/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.315609). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:56 - loss: 220.9635/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284172). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:18 - loss: 206.4902/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256094). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:14 - loss: 204.6362/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252281). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 1:09 - loss: 198.2865/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260299). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:04 - loss: 200.3005/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257465). Check your callbacks. % delta_t_median) 39/116 [=========>....................] - ETA: 55s - loss: 204.1123/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266825). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 53s - loss: 203.2829/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290625). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 52s - loss: 202.9943/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.320121). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 51s - loss: 202.7983/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.305784). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 47s - loss: 202.1425/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.305645). Check your callbacks. % delta_t_median) 52/116 [============>.................] - ETA: 45s - loss: 203.9014/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280434). Check your callbacks. % delta_t_median) 54/116 [============>.................] - ETA: 43s - loss: 203.1306/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280124). Check your callbacks. % delta_t_median) 62/116 [===============>..............] - ETA: 37s - loss: 207.8696/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246304). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 24s - loss: 209.8509/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250378). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 207.9518/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244630). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 207.7438/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.238806). Check your callbacks. % delta_t_median) 116/116 [==============================] - 68s 584ms/step - loss: 207.8380 INFO: Training loop in progress Epoch 18/100 1/116 [..............................] - ETA: 9:30 - loss: 145.1033/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.901808). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:17 - loss: 196.6199/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.794462). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:49 - loss: 175.9893/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.687116). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:58 - loss: 193.7973/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.602103). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:26 - loss: 202.9303/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.657695). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:08 - loss: 221.8573/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.587393). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:48 - loss: 237.7303/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.517091). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:34 - loss: 233.9963/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.501108). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:23 - loss: 232.6690/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.485125). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:14 - loss: 226.7490/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.422261). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 233.8311/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.334083). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 220.1744/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.308643). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:54 - loss: 215.1809/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297669). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:48 - loss: 214.4291/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278457). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:43 - loss: 218.6549/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265757). Check your callbacks. % delta_t_median) 63/116 [===============>..............] - ETA: 35s - loss: 205.8756/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270131). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 34s - loss: 204.0013/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255077). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 32s - loss: 205.1080/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259880). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 31s - loss: 204.6260/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262717). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 207.0041/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248597). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 206.8652/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.240731). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 206.7310/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.230646). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 580ms/step - loss: 207.1682 INFO: Training loop in progress Epoch 19/100 2/116 [..............................] - ETA: 7:13 - loss: 295.2276 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.492399). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:20 - loss: 275.5859/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.529017). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:41 - loss: 224.3308/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.455781). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:12 - loss: 229.0871/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.379348). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:52 - loss: 217.2272/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.309222). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:37 - loss: 206.6553/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.306068). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:24 - loss: 202.6180/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.302915). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:05 - loss: 207.7726/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.294582). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:53 - loss: 194.1608/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270794). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:43 - loss: 193.2102/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279127). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:17 - loss: 197.9523/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275295). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:13 - loss: 197.2826/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277059). Check your callbacks. % delta_t_median) 30/116 [======>.......................] - ETA: 1:08 - loss: 201.0650/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284134). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:05 - loss: 201.0391/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268246). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 1:00 - loss: 202.1841/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279208). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 56s - loss: 202.7721/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.285188). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 54s - loss: 203.6100/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.294328). Check your callbacks. % delta_t_median) 45/116 [==========>...................] - ETA: 51s - loss: 206.4296/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272182). Check your callbacks. % delta_t_median) 46/116 [==========>...................] - ETA: 49s - loss: 205.7276/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251756). Check your callbacks. % delta_t_median) 47/116 [===========>..................] - ETA: 48s - loss: 206.6945/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270435). Check your callbacks. % delta_t_median) 49/116 [===========>..................] - ETA: 46s - loss: 207.6690/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251934). Check your callbacks. % delta_t_median) 51/116 [============>.................] - ETA: 45s - loss: 207.8608/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248009). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 565ms/step - loss: 211.6975 INFO: Training loop in progress Epoch 20/100 1/116 [..............................] - ETA: 10:18 - loss: 208.3716/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.733930). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:08 - loss: 211.7822 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.666981). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:40 - loss: 222.2679/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.600033). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:49 - loss: 196.3507/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.525826). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:20 - loss: 216.2011/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.544644). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:01 - loss: 215.4202/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.498132). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:44 - loss: 217.5112/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.451620). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:30 - loss: 219.2578/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.443152). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:18 - loss: 211.3792/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.434685). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:09 - loss: 214.0151/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.406025). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:01 - loss: 210.7732/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.334811). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:54 - loss: 220.2908/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287969). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:44 - loss: 211.3369/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273192). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:40 - loss: 211.9923/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269305). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:32 - loss: 204.6258/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264042). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 59s - loss: 203.6398 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253262). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 51s - loss: 203.6145/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249386). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 23s - loss: 211.0830/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257790). Check your callbacks. % delta_t_median) 116/116 [==============================] - 63s 543ms/step - loss: 207.9104 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.33it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.34301 branchmainref AP 0.39966 branchsecondaryrefAP 0.15904 tomato1 AP 0.40047 tomato2 AP 0.53055 tomato3 AP 0.87745 mAP 0.4517 ******************************* Validation loss: 332.99393723886226 Epoch 00020: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_020.tlt INFO: Training loop in progress Epoch 21/100 74/116 [==================>...........] - ETA: 20s - loss: 203.3414/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277504). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 20s - loss: 203.4133/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287869). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 18s - loss: 203.6513/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.299004). Check your callbacks. % delta_t_median) 79/116 [===================>..........] - ETA: 18s - loss: 203.1812/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.307316). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 16s - loss: 205.1254/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280783). Check your callbacks. % delta_t_median) 116/116 [==============================] - 55s 476ms/step - loss: 208.4191 INFO: Training loop in progress Epoch 22/100 1/116 [..............................] - ETA: 8:44 - loss: 160.5073/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.957273). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:21 - loss: 205.3672/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.765165). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:46 - loss: 212.6067/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.573058). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:58 - loss: 203.7725/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.565884). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:26 - loss: 193.7353/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.558710). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:04 - loss: 192.9572/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.518702). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:47 - loss: 198.4467/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.478693). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:33 - loss: 205.4835/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.450790). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 193.8311/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.410808). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 190.0569/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.338054). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:52 - loss: 188.1025/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289130). Check your callbacks. % delta_t_median) 59/116 [==============>...............] - ETA: 36s - loss: 206.6411/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247212). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 30s - loss: 206.6893/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251512). Check your callbacks. % delta_t_median) 90/116 [======================>.......] - ETA: 15s - loss: 208.9409/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259741). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 560ms/step - loss: 210.4262 INFO: Training loop in progress Epoch 23/100 2/116 [..............................] - ETA: 7:22 - loss: 237.7593 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.447570). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:18 - loss: 225.6306/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.415277). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:17 - loss: 223.5966/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.411514). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:37 - loss: 220.3254/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.407751). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:37 - loss: 231.3203/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.395542). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:26 - loss: 236.5956/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.383334). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 236.8476/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.344211). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 244.0783/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287889). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 246.4167/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266854). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 36s - loss: 211.5846/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254482). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 35s - loss: 212.4168/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247036). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 33s - loss: 210.0235/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245373). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 558ms/step - loss: 209.5959 INFO: Training loop in progress Epoch 24/100 1/116 [..............................] - ETA: 9:33 - loss: 201.3206/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.696253). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:42 - loss: 215.8087/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.619066). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:19 - loss: 182.0372/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.541879). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:38 - loss: 188.3955/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.535512). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:09 - loss: 184.6105/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.529145). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:48 - loss: 197.3231/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.497372). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:31 - loss: 191.2464/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.465600). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:19 - loss: 184.1785/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.404277). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:08 - loss: 183.8845/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.342955). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:00 - loss: 188.8314/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.318565). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:53 - loss: 189.6135/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.292559). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:47 - loss: 190.0055/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288194). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:42 - loss: 191.1299/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271758). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:25 - loss: 194.4667/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254786). Check your callbacks. % delta_t_median) 46/116 [==========>...................] - ETA: 46s - loss: 202.0924/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260932). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 45s - loss: 200.0340/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266757). Check your callbacks. % delta_t_median) 53/116 [============>.................] - ETA: 41s - loss: 204.2143/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258660). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 39s - loss: 204.3116/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265183). Check your callbacks. % delta_t_median) 63/116 [===============>..............] - ETA: 33s - loss: 203.1879/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253611). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 28s - loss: 203.7991/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270363). Check your callbacks. % delta_t_median) 72/116 [=================>............] - ETA: 27s - loss: 204.3076/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289506). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 27s - loss: 204.3262/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.291604). Check your callbacks. % delta_t_median) 76/116 [==================>...........] - ETA: 25s - loss: 205.1116/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.295487). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 23s - loss: 205.8442/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.291701). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 20s - loss: 207.1644/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293690). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 19s - loss: 208.4855/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297987). Check your callbacks. % delta_t_median) 85/116 [====================>.........] - ETA: 19s - loss: 208.8558/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.294201). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 17s - loss: 209.6945/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277886). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 17s - loss: 209.9896/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252800). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 562ms/step - loss: 209.0354 INFO: Training loop in progress Epoch 25/100 1/116 [..............................] - ETA: 11:38 - loss: 173.1408/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.587629). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:38 - loss: 175.6678 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.590643). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:05 - loss: 258.7257/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.549281). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:33 - loss: 249.5878/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.510933). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:10 - loss: 259.8930/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.498078). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:52 - loss: 264.8588/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.485223). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:37 - loss: 251.8856/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.471280). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:25 - loss: 248.1375/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.457336). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:17 - loss: 251.3450/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.409987). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:08 - loss: 245.5320/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.356311). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:01 - loss: 236.6662/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.320211). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:55 - loss: 230.1467/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286607). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:49 - loss: 227.6688/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280030). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:40 - loss: 219.0373/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267866). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:37 - loss: 223.8690/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266369). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:00 - loss: 221.7586/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259132). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 59s - loss: 219.4573 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254851). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 36s - loss: 218.7786/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260822). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 35s - loss: 218.0759/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283527). Check your callbacks. % delta_t_median) 62/116 [===============>..............] - ETA: 35s - loss: 217.9185/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297315). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 32s - loss: 220.2883/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282256). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 31s - loss: 219.9044/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252622). Check your callbacks. % delta_t_median) 68/116 [================>.............] - ETA: 30s - loss: 218.9562/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261585). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 26s - loss: 217.9437/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248039). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 23s - loss: 219.3950/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272095). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 21s - loss: 218.9475/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248715). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 19s - loss: 218.7091/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249471). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 220.6300/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.222175). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 220.4667/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.215125). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 571ms/step - loss: 219.4678 INFO: Training loop in progress Epoch 26/100 2/116 [..............................] - ETA: 7:06 - loss: 251.7288 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.477871). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:10 - loss: 238.6669/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.451546). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:09 - loss: 257.2680/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.416442). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:32 - loss: 260.3129/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.381337). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:05 - loss: 259.9622/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.378182). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:45 - loss: 242.2175/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.375026). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:31 - loss: 249.0513/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.329510). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:20 - loss: 256.4351/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283993). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:57 - loss: 246.8711/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283872). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:12 - loss: 222.8122/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270046). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:06 - loss: 215.7699/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266911). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:02 - loss: 212.0533/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261881). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 59s - loss: 215.8116 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255954). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 557ms/step - loss: 216.8738 INFO: Training loop in progress Epoch 27/100 1/116 [..............................] - ETA: 10:29 - loss: 210.1105/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.976171). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:27 - loss: 252.9999 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.688581). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:43 - loss: 225.3519/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.563058). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:55 - loss: 227.9973/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.482024). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:21 - loss: 223.6945/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.400991). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:59 - loss: 227.5412/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.400136). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:42 - loss: 214.4724/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.399281). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:27 - loss: 214.6567/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.392718). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:17 - loss: 223.2432/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.386155). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:08 - loss: 227.2501/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.359178). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:00 - loss: 232.0816/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.328328). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:54 - loss: 228.3619/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.307761). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:44 - loss: 224.9007/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282635). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:41 - loss: 224.3955/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269677). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:37 - loss: 225.3341/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262670). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:30 - loss: 223.7639/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255672). Check your callbacks. % delta_t_median) 46/116 [==========>...................] - ETA: 47s - loss: 212.4704/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253166). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 218.1110/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.234307). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 217.9367/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.223609). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 565ms/step - loss: 216.3278 INFO: Training loop in progress Epoch 28/100 2/116 [..............................] - ETA: 6:24 - loss: 290.5433 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.406588). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:41 - loss: 271.9102/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.412412). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:51 - loss: 275.5824/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.431479). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:37 - loss: 265.6090/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.400764). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:15 - loss: 242.2340/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.299874). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:06 - loss: 237.3979/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287930). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:59 - loss: 229.2097/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274850). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:38 - loss: 216.9482/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259145). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:34 - loss: 217.0394/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252102). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:04 - loss: 219.2064/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255210). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:03 - loss: 219.4765/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269517). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 33s - loss: 209.2985/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248504). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 31s - loss: 210.9374/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269005). Check your callbacks. % delta_t_median) 68/116 [================>.............] - ETA: 30s - loss: 211.4821/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254359). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 562ms/step - loss: 213.9120 INFO: Training loop in progress Epoch 29/100 1/116 [..............................] - ETA: 12:39 - loss: 191.3122/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.512103). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:02 - loss: 199.8590 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.428792). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:03 - loss: 205.6500/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.400556). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:05 - loss: 192.4230/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.373018). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:27 - loss: 198.5088/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.345481). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:02 - loss: 189.9564/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.334088). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:43 - loss: 188.4528/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.322694). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:29 - loss: 188.5311/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.302002). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:17 - loss: 194.7957/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281311). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 32s - loss: 214.8696/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247206). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 31s - loss: 214.4843/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257399). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 30s - loss: 216.2483/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249713). Check your callbacks. % delta_t_median) 79/116 [===================>..........] - ETA: 22s - loss: 221.6582/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257262). Check your callbacks. % delta_t_median) 80/116 [===================>..........] - ETA: 22s - loss: 221.7353/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246520). Check your callbacks. % delta_t_median) 81/116 [===================>..........] - ETA: 21s - loss: 221.3290/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244763). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 560ms/step - loss: 220.1458 INFO: Training loop in progress Epoch 30/100 1/116 [..............................] - ETA: 11:25 - loss: 223.9534/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.589485). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:49 - loss: 292.1401 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.561550). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:00 - loss: 267.6803/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.533616). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:02 - loss: 236.5937/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.449244). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:24 - loss: 241.1979/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.364871). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:58 - loss: 240.3459/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.310413). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:39 - loss: 232.6778/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.340886). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:15 - loss: 225.0525/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264987). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:42 - loss: 233.9791/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255006). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:35 - loss: 229.7772/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260408). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:25 - loss: 222.4901/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271411). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:23 - loss: 217.5511/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289436). Check your callbacks. % delta_t_median) 45/116 [==========>...................] - ETA: 48s - loss: 210.9826/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257222). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 217.7745/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248853). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 218.0923/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248577). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 558ms/step - loss: 219.3479 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.11it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.30208 branchmainref AP 0.32065 branchsecondaryrefAP 0.09502 tomato1 AP 0.51899 tomato2 AP 0.36049 tomato3 AP 0.90692 mAP 0.41736 ******************************* Validation loss: 338.64496969874904 Epoch 00030: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_030.tlt INFO: Training loop in progress Epoch 31/100 35/116 [========>.....................] - ETA: 41s - loss: 201.7845/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261553). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 41s - loss: 201.7075/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263795). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 32s - loss: 209.9924/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.234106). Check your callbacks. % delta_t_median) 79/116 [===================>..........] - ETA: 19s - loss: 211.0859/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254048). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 12s - loss: 209.8073/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270622). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 10s - loss: 209.9694/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261263). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 9s - loss: 209.5947 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255175). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 8s - loss: 208.5278/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.232435). Check your callbacks. % delta_t_median) 116/116 [==============================] - 59s 507ms/step - loss: 212.3471 INFO: Training loop in progress Epoch 32/100 2/116 [..............................] - ETA: 7:25 - loss: 261.2936 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.493379). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:25 - loss: 299.8897/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.517810). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:47 - loss: 256.6895/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.468948). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:21 - loss: 246.1114/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.453364). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:58 - loss: 232.1343/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.437781). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:42 - loss: 232.7517/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.418302). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:29 - loss: 236.6846/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.398823). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:20 - loss: 242.9353/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.357481). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:12 - loss: 242.5595/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.303053). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:04 - loss: 246.8726/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.294636). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:58 - loss: 249.7416/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287316). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:47 - loss: 244.2183/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264525). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:39 - loss: 245.2305/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262931). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:07 - loss: 246.9014/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267101). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:04 - loss: 245.8621/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259951). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 1:00 - loss: 241.4011/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256254). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 41s - loss: 236.4074/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260006). Check your callbacks. % delta_t_median) 58/116 [==============>...............] - ETA: 39s - loss: 238.3309/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263362). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 33s - loss: 234.0613/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264967). Check your callbacks. % delta_t_median) 72/116 [=================>............] - ETA: 28s - loss: 233.9574/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268560). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 24s - loss: 234.8448/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255353). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 232.8612/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.237516). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 232.2182/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.215062). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 572ms/step - loss: 231.1902 INFO: Training loop in progress Epoch 33/100 2/116 [..............................] - ETA: 6:27 - loss: 252.0708 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.452327). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:45 - loss: 234.3413/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.453084). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:54 - loss: 215.5957/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.458683). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:44 - loss: 214.7668/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.451571). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:29 - loss: 211.3612/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.415127). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:18 - loss: 210.2949/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.378683). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:10 - loss: 212.3605/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.363124). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:02 - loss: 207.8788/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.334417). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:56 - loss: 202.3018/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.317857). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:51 - loss: 208.8110/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.310285). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:46 - loss: 211.1126/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297333). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:41 - loss: 206.6782/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278573). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:37 - loss: 209.9756/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271942). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 1:10 - loss: 207.6403/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273136). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:08 - loss: 212.0464/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279933). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:04 - loss: 213.9544/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276674). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 58s - loss: 213.6267/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257177). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 53s - loss: 212.6530/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251282). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 46s - loss: 213.6060/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260141). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 565ms/step - loss: 212.9655 INFO: Training loop in progress Epoch 34/100 2/116 [..............................] - ETA: 7:45 - loss: 194.8012 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.483479). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:38 - loss: 208.4891/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.481568). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:32 - loss: 227.3637/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.444898). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:50 - loss: 228.5359/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.408229). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:22 - loss: 217.7182/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.372272). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:59 - loss: 236.1976/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.336315). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:43 - loss: 231.5914/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.333001). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:30 - loss: 227.8682/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.329687). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:19 - loss: 233.9694/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.296056). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:10 - loss: 228.8560/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261603). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:55 - loss: 227.7099/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246776). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 59s - loss: 221.4378 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266557). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 51s - loss: 219.9550/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260959). Check your callbacks. % delta_t_median) 45/116 [==========>...................] - ETA: 49s - loss: 218.6179/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250015). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 47s - loss: 218.2325/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244315). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 33s - loss: 222.4281/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265779). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 26s - loss: 221.7337/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269588). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 221.9905/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.226859). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 221.4329/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.221975). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 562ms/step - loss: 217.1462 INFO: Training loop in progress Epoch 35/100 2/116 [..............................] - ETA: 6:57 - loss: 190.3244 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.338214). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:56 - loss: 179.2296/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.301727). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:57 - loss: 212.6074/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289559). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:20 - loss: 206.6074/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.299159). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:56 - loss: 203.1143/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.300443). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:05 - loss: 189.3497/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288276). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:57 - loss: 190.1782/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275122). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:42 - loss: 193.6335/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269315). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:30 - loss: 192.8978/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263802). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:25 - loss: 190.6957/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262604). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:14 - loss: 201.4092/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266116). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:10 - loss: 198.7777/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257455). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 43s - loss: 211.7547/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257911). Check your callbacks. % delta_t_median) 91/116 [======================>.......] - ETA: 14s - loss: 212.7177/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260563). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 13s - loss: 212.5355/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273993). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 12s - loss: 212.7371/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281843). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 9s - loss: 212.0978 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.236944). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 562ms/step - loss: 211.6698 INFO: Training loop in progress Epoch 36/100 2/116 [..............................] - ETA: 7:35 - loss: 274.2585 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.388604). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:26 - loss: 274.6958/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.377887). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:20 - loss: 253.2909/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.359891). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:37 - loss: 246.1549/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.341895). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:08 - loss: 238.0875/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.317230). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:49 - loss: 248.3601/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.292564). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:03 - loss: 224.5089/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.304129). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:02 - loss: 222.1910/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.312181). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:01 - loss: 224.8629/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.314328). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 59s - loss: 226.0179 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.309418). Check your callbacks. % delta_t_median) 39/116 [=========>....................] - ETA: 56s - loss: 222.7527/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.313598). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 55s - loss: 221.2982/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.302722). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 53s - loss: 222.4641/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289754). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 52s - loss: 220.7962/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276409). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 51s - loss: 220.8975/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269044). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 45s - loss: 217.6419/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254205). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 216.0824/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.226766). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 567ms/step - loss: 216.2129 INFO: Training loop in progress Epoch 37/100 2/116 [..............................] - ETA: 7:18 - loss: 250.7280 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.466093). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:20 - loss: 246.7016/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.430424). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:18 - loss: 235.4061/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.405926). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:36 - loss: 243.2874/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.381427). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:08 - loss: 217.5150/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.327624). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:48 - loss: 238.2291/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273821). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:32 - loss: 223.4149/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259073). Check your callbacks. % delta_t_median) 51/116 [============>.................] - ETA: 44s - loss: 215.6896/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250402). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 218.3062/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.222242). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 568ms/step - loss: 220.8088 INFO: Training loop in progress Epoch 38/100 2/116 [..............................] - ETA: 7:28 - loss: 222.7692 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.442677). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:25 - loss: 212.7178/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.386701). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:20 - loss: 198.9710/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.363585). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:38 - loss: 190.4108/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.340469). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 194.4340/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.306589). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:16 - loss: 183.5173/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297289). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:08 - loss: 184.2152/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279119). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:37 - loss: 196.9324/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252123). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 20s - loss: 212.0472/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258645). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 19s - loss: 211.8063/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269023). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 16s - loss: 210.5666/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269667). Check your callbacks. % delta_t_median) 90/116 [======================>.......] - ETA: 15s - loss: 209.8021/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265634). Check your callbacks. % delta_t_median) 91/116 [======================>.......] - ETA: 15s - loss: 209.3780/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262050). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 211.1636/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.225252). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 556ms/step - loss: 213.3899 INFO: Training loop in progress Epoch 39/100 1/116 [..............................] - ETA: 9:38 - loss: 213.5045/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.995424). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:04 - loss: 205.6585/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.832090). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:38 - loss: 220.4375/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.668757). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:50 - loss: 225.3180/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.661426). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:24 - loss: 214.2670/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.654094). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:07 - loss: 208.8630/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.651616). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:52 - loss: 221.2803/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.649137). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 224.8545/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.594702). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:26 - loss: 229.4256/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.540267). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:17 - loss: 233.8472/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.539954). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:09 - loss: 230.5472/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.438553). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:01 - loss: 230.3319/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.335069). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:56 - loss: 225.7289/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.313175). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:50 - loss: 223.1845/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293155). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:45 - loss: 221.6649/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.292011). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:35 - loss: 215.5941/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287982). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:21 - loss: 214.7330/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289682). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:17 - loss: 215.7968/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281186). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:14 - loss: 217.5158/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271432). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:10 - loss: 216.8927/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278778). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:05 - loss: 217.3291/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258065). Check your callbacks. % delta_t_median) 46/116 [==========>...................] - ETA: 49s - loss: 222.7368/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276634). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 46s - loss: 223.7850/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286674). Check your callbacks. % delta_t_median) 54/116 [============>.................] - ETA: 42s - loss: 225.7635/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255865). Check your callbacks. % delta_t_median) 63/116 [===============>..............] - ETA: 35s - loss: 223.1535/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.239728). Check your callbacks. % delta_t_median) 85/116 [====================>.........] - ETA: 19s - loss: 216.7700/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259708). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 18s - loss: 217.2949/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262519). Check your callbacks. % delta_t_median) 90/116 [======================>.......] - ETA: 16s - loss: 216.7594/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258038). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 218.6464/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249929). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 218.5418/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242098). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 218.2394/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.230000). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 573ms/step - loss: 220.7692 INFO: Training loop in progress Epoch 40/100 1/116 [..............................] - ETA: 10:29 - loss: 139.9687/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.627016). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:07 - loss: 229.3538 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.596058). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:38 - loss: 211.6871/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.566586). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:52 - loss: 193.2041/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.565843). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:24 - loss: 196.4940/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.565100). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:39 - loss: 216.7039/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.561571). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:27 - loss: 215.2907/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.558042). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 213.8404/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.552349). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 208.5560/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.415835). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:13 - loss: 221.9264/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.305849). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:10 - loss: 219.8153/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.304502). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:04 - loss: 219.1025/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283603). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:03 - loss: 218.1671/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265152). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 46s - loss: 219.3472/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274606). Check your callbacks. % delta_t_median) 52/116 [============>.................] - ETA: 44s - loss: 219.5170/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284847). Check your callbacks. % delta_t_median) 56/116 [=============>................] - ETA: 42s - loss: 220.1742/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288329). Check your callbacks. % delta_t_median) 58/116 [==============>...............] - ETA: 40s - loss: 222.3048/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288116). Check your callbacks. % delta_t_median) 59/116 [==============>...............] - ETA: 39s - loss: 223.2768/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277596). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 39s - loss: 221.5146/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277541). Check your callbacks. % delta_t_median) 62/116 [===============>..............] - ETA: 37s - loss: 220.3259/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263921). Check your callbacks. % delta_t_median) 63/116 [===============>..............] - ETA: 36s - loss: 219.6807/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259869). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 25s - loss: 222.2487/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262473). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 21s - loss: 220.9529/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268469). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 19s - loss: 220.2403/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277403). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 18s - loss: 219.2859/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277043). Check your callbacks. % delta_t_median) 91/116 [======================>.......] - ETA: 16s - loss: 218.8952/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271618). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 15s - loss: 218.1831/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288066). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 15s - loss: 217.4576/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.301192). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 14s - loss: 217.3193/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271245). Check your callbacks. % delta_t_median) 116/116 [==============================] - 70s 602ms/step - loss: 218.2985 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.42it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.31101 branchmainref AP 0.43068 branchsecondaryrefAP 0.20261 tomato1 AP 0.5456 tomato2 AP 0.49841 tomato3 AP 0.91328 mAP 0.4836 ******************************* Validation loss: 328.9296065704732 Epoch 00040: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_040.tlt INFO: Training loop in progress Epoch 41/100 29/116 [======>.......................] - ETA: 49s - loss: 222.4939/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256969). Check your callbacks. % delta_t_median) 53/116 [============>.................] - ETA: 35s - loss: 214.0783/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269989). Check your callbacks. % delta_t_median) 54/116 [============>.................] - ETA: 34s - loss: 212.5227/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278293). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 35s - loss: 212.3331/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.292275). Check your callbacks. % delta_t_median) 56/116 [=============>................] - ETA: 35s - loss: 212.6883/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284238). Check your callbacks. % delta_t_median) 57/116 [=============>................] - ETA: 34s - loss: 210.6739/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283971). Check your callbacks. % delta_t_median) 58/116 [==============>...............] - ETA: 33s - loss: 213.1392/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268502). Check your callbacks. % delta_t_median) 59/116 [==============>...............] - ETA: 33s - loss: 213.6288/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276405). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 31s - loss: 212.7886/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264473). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 21s - loss: 216.1645/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256541). Check your callbacks. % delta_t_median) 81/116 [===================>..........] - ETA: 20s - loss: 217.6194/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265350). Check your callbacks. % delta_t_median) 116/116 [==============================] - 61s 530ms/step - loss: 218.7759 INFO: Training loop in progress Epoch 42/100 1/116 [..............................] - ETA: 11:18 - loss: 218.3615/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.614652). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:30 - loss: 218.6027 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.565772). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:50 - loss: 239.4307/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.516891). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:58 - loss: 246.0283/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.502333). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:23 - loss: 231.4423/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.487774). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:58 - loss: 209.7916/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.424002). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:41 - loss: 221.0223/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.360231). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:28 - loss: 222.4200/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.358169). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:16 - loss: 221.9719/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.356107). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:07 - loss: 219.0320/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.320508). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:59 - loss: 216.9320/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.292277). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:53 - loss: 219.8453/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281486). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 13s - loss: 212.1188/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267676). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 213.8383/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.291015). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 213.1437/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288474). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 560ms/step - loss: 213.6034 INFO: Training loop in progress Epoch 43/100 2/116 [..............................] - ETA: 7:18 - loss: 249.6776 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.529912). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:25 - loss: 231.8478/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.476434). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:22 - loss: 228.5519/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.463961). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:41 - loss: 236.6637/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.451488). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:12 - loss: 241.3969/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.374137). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:52 - loss: 243.4125/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.370273). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 233.7162/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.333529). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:25 - loss: 226.1782/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.296786). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:14 - loss: 227.3278/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290092). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:06 - loss: 227.2326/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274747). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:59 - loss: 221.8431/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257670). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:52 - loss: 224.3643/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248566). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 59s - loss: 214.9420 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255680). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 37s - loss: 209.8963/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260807). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 21s - loss: 210.8158/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242096). Check your callbacks. % delta_t_median) 116/116 [==============================] - 68s 587ms/step - loss: 212.2361 INFO: Training loop in progress Epoch 44/100 2/116 [..............................] - ETA: 6:31 - loss: 180.3854 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.512808). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:49 - loss: 186.7378/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.489237). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:57 - loss: 198.1554/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.488894). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:21 - loss: 204.3796/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.488550). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:57 - loss: 204.0666/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.402058). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:39 - loss: 194.9861/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.315565). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:25 - loss: 202.8824/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.307604). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:15 - loss: 199.2397/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.299642). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:58 - loss: 200.5753/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275166). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:40 - loss: 205.1629/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254477). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:40 - loss: 205.1926/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245819). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 1:10 - loss: 217.8390/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263286). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 12s - loss: 209.2496/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262324). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 209.8670/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263060). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 210.9633/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.230999). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 563ms/step - loss: 210.2127 INFO: Training loop in progress Epoch 45/100 1/116 [..............................] - ETA: 12:49 - loss: 206.9515/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.655266). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:20 - loss: 240.5908 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.654877). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:27 - loss: 262.1315/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.654488). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:24 - loss: 227.8486/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.564160). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:43 - loss: 227.2432/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.473832). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:15 - loss: 241.6679/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.416110). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:55 - loss: 228.7821/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.358388). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:40 - loss: 223.5162/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.352299). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:27 - loss: 221.6316/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.346210). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:16 - loss: 218.1601/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.322842). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:08 - loss: 222.8011/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.295562). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:01 - loss: 221.4844/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289886). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:55 - loss: 220.6433/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287976). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:50 - loss: 216.4987/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282149). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:22 - loss: 214.8945/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280915). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:19 - loss: 214.7031/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286997). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:14 - loss: 218.7700/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274717). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 37s - loss: 210.9167/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261828). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 34s - loss: 209.7078/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255879). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 30s - loss: 208.9362/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242631). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 564ms/step - loss: 208.4238 INFO: Training loop in progress Epoch 46/100 1/116 [..............................] - ETA: 10:11 - loss: 210.9221/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.673987). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:01 - loss: 176.7330 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.564948). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:28 - loss: 164.4820/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.455910). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:39 - loss: 156.0733/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.516493). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:52 - loss: 171.1900/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.444394). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:35 - loss: 181.1130/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.432878). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:23 - loss: 184.6742/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.388063). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:12 - loss: 187.4355/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.343248). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:57 - loss: 188.1106/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.322510). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:50 - loss: 189.9096/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.298240). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:44 - loss: 190.2144/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266223). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:11 - loss: 191.0168/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268671). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:09 - loss: 194.1524/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.310321). Check your callbacks. % delta_t_median) 30/116 [======>.......................] - ETA: 1:05 - loss: 191.9393/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.317994). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:04 - loss: 194.3230/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.323146). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:00 - loss: 194.3876/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.302063). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 58s - loss: 193.7622/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288041). Check your callbacks. % delta_t_median) 38/116 [========>.....................] - ETA: 56s - loss: 195.0526/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287980). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 52s - loss: 195.4001/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283891). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 52s - loss: 196.5329/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.308051). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 51s - loss: 198.9836/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.306454). Check your callbacks. % delta_t_median) 45/116 [==========>...................] - ETA: 50s - loss: 199.4616/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277476). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 47s - loss: 202.2394/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282623). Check your callbacks. % delta_t_median) 49/116 [===========>..................] - ETA: 46s - loss: 203.4010/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277804). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 45s - loss: 203.7295/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272278). Check your callbacks. % delta_t_median) 51/116 [============>.................] - ETA: 44s - loss: 202.9975/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260934). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 36s - loss: 205.5825/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269499). Check your callbacks. % delta_t_median) 62/116 [===============>..............] - ETA: 36s - loss: 204.1042/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278628). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 34s - loss: 205.6491/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264146). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 32s - loss: 204.1894/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269446). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 31s - loss: 204.9294/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264323). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 29s - loss: 204.3024/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261088). Check your callbacks. % delta_t_median) 72/116 [=================>............] - ETA: 28s - loss: 203.6670/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256208). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 27s - loss: 204.1913/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260721). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 26s - loss: 204.2464/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262399). Check your callbacks. % delta_t_median) 81/116 [===================>..........] - ETA: 22s - loss: 207.5470/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265993). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 21s - loss: 209.5426/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275307). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 20s - loss: 209.4706/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260890). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 214.6712/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.226514). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 580ms/step - loss: 214.0264 INFO: Training loop in progress Epoch 47/100 1/116 [..............................] - ETA: 11:48 - loss: 255.3506/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.631164). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:37 - loss: 258.5023 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.568481). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:35 - loss: 234.7369/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.638011). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 3:04 - loss: 233.1604/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.505797). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:47 - loss: 229.8578/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.383013). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:12 - loss: 227.8435/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254430). Check your callbacks. % delta_t_median) 63/116 [===============>..............] - ETA: 34s - loss: 202.6843/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267064). Check your callbacks. % delta_t_median) 76/116 [==================>...........] - ETA: 25s - loss: 206.5053/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265240). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 24s - loss: 207.9260/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270166). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 21s - loss: 206.4016/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273671). Check your callbacks. % delta_t_median) 85/116 [====================>.........] - ETA: 19s - loss: 206.3722/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278220). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 18s - loss: 207.2236/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284160). Check your callbacks. % delta_t_median) 90/116 [======================>.......] - ETA: 16s - loss: 209.3731/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262177). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 210.1227/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244518). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 211.4919/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.230898). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 210.9961/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.217947). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 9s - loss: 210.3693 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.211180). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 579ms/step - loss: 208.5085 INFO: Training loop in progress Epoch 48/100 2/116 [..............................] - ETA: 7:07 - loss: 231.1505 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.465992). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:14 - loss: 206.0598/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.533801). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:40 - loss: 243.1487/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.398184). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:13 - loss: 234.1347/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.379817). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:53 - loss: 218.1048/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.361449). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 218.0542/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.348716). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:24 - loss: 216.4665/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.335982). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:13 - loss: 216.2227/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.318231). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:01 - loss: 221.6238/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.300471). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:55 - loss: 220.5993/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282969). Check your callbacks. % delta_t_median) 30/116 [======>.......................] - ETA: 1:09 - loss: 211.3204/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245041). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 38s - loss: 205.0962/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252079). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 37s - loss: 203.7533/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246123). Check your callbacks. % delta_t_median) 77/116 [==================>...........] - ETA: 25s - loss: 203.2531/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286768). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 24s - loss: 203.3514/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.315970). Check your callbacks. % delta_t_median) 79/116 [===================>..........] - ETA: 24s - loss: 202.4991/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.319730). Check your callbacks. % delta_t_median) 80/116 [===================>..........] - ETA: 23s - loss: 201.6280/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.317790). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 20s - loss: 198.9361/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293998). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 202.7957/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.214197). Check your callbacks. % delta_t_median) 116/116 [==============================] - 68s 589ms/step - loss: 204.1147 INFO: Training loop in progress Epoch 49/100 1/116 [..............................] - ETA: 9:30 - loss: 147.1494/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.761437). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:48 - loss: 154.9338/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.675696). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:24 - loss: 154.0738/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.589954). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:39 - loss: 195.3345/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.583491). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:11 - loss: 190.9999/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.577028). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:53 - loss: 189.0614/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.526377). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:37 - loss: 197.5680/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.475727). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:25 - loss: 194.6467/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.470358). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:14 - loss: 201.6772/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.464989). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:06 - loss: 199.1833/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.412032). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:59 - loss: 195.6079/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.357251). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:50 - loss: 199.9355/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.334412). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:47 - loss: 201.2798/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.304128). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:42 - loss: 199.4282/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289623). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:37 - loss: 200.7396/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275610). Check your callbacks. % delta_t_median) 52/116 [============>.................] - ETA: 43s - loss: 205.8047/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245131). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 41s - loss: 204.9366/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255216). Check your callbacks. % delta_t_median) 57/116 [=============>................] - ETA: 39s - loss: 203.9578/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249878). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 207.4665/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251523). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 207.3914/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.226433). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 569ms/step - loss: 207.9964 INFO: Training loop in progress Epoch 50/100 1/116 [..............................] - ETA: 11:13 - loss: 190.1717/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.962917). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:51 - loss: 220.4801 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.763740). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:05 - loss: 214.8548/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.564562). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:09 - loss: 209.4000/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.546046). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:37 - loss: 201.9118/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.527529). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:10 - loss: 187.9715/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.498406). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:50 - loss: 207.2498/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.469283). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:34 - loss: 215.3866/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.393855). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:22 - loss: 210.2344/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.318428). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:09 - loss: 209.0794/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288971). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:18 - loss: 206.6658/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268685). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 1:12 - loss: 204.9644/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262054). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:06 - loss: 198.9888/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253732). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 59s - loss: 197.2686 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257167). Check your callbacks. % delta_t_median) 68/116 [================>.............] - ETA: 31s - loss: 197.5133/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.239450). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 576ms/step - loss: 195.6635 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.28it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.39934 branchmainref AP 0.36353 branchsecondaryrefAP 0.14226 tomato1 AP 0.60692 tomato2 AP 0.51386 tomato3 AP 0.89279 mAP 0.48645 ******************************* Validation loss: 317.2067446165447 Epoch 00050: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_050.tlt INFO: Training loop in progress Epoch 51/100 22/116 [====>.........................] - ETA: 46s - loss: 213.6185/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253252). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 27s - loss: 210.8756/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264736). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 26s - loss: 210.8138/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277382). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 25s - loss: 210.6098/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271122). Check your callbacks. % delta_t_median) 116/116 [==============================] - 59s 508ms/step - loss: 206.0846 INFO: Training loop in progress Epoch 52/100 1/116 [..............................] - ETA: 7:48 - loss: 203.9864/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.938176). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:28 - loss: 208.9982/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.848010). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:38 - loss: 231.2742/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.757844). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:53 - loss: 220.9910/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.663859). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:23 - loss: 202.6825/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.569873). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:03 - loss: 194.0120/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.621075). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:50 - loss: 187.7560/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.672277). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:25 - loss: 183.6246/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.558164). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:21 - loss: 189.1866/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.526314). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:12 - loss: 185.6870/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.489170). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 2:04 - loss: 189.8079/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.409436). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 2:00 - loss: 188.1426/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.317103). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:54 - loss: 194.8867/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275309). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:04 - loss: 206.3623/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246492). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 1:03 - loss: 205.2382/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258734). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 36s - loss: 209.7643/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257993). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 34s - loss: 209.5452/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264390). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 33s - loss: 208.2357/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263272). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 27s - loss: 209.4952/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272101). Check your callbacks. % delta_t_median) 77/116 [==================>...........] - ETA: 26s - loss: 210.1316/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260388). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 206.5940/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.233167). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 11s - loss: 206.9985/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.226521). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 10s - loss: 207.0460/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.224484). Check your callbacks. % delta_t_median) 116/116 [==============================] - 70s 607ms/step - loss: 207.3819 INFO: Training loop in progress Epoch 53/100 1/116 [..............................] - ETA: 12:32 - loss: 250.4023/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.496447). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:59 - loss: 213.9207 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.518381). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:37 - loss: 197.5235/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.423016). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:08 - loss: 190.6026/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.382190). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:27 - loss: 198.4248/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.341364). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:17 - loss: 201.1143/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.324550). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:08 - loss: 196.5688/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.300704). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:01 - loss: 200.9099/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268278). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:00 - loss: 199.7654/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270942). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 58s - loss: 199.7838/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268718). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 54s - loss: 203.3562/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261352). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 55s - loss: 202.3628/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264265). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 52s - loss: 200.7171/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275816). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 47s - loss: 198.5073/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265873). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 35s - loss: 203.5434/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259187). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 34s - loss: 201.8556/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279839). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 33s - loss: 202.6087/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.303065). Check your callbacks. % delta_t_median) 72/116 [=================>............] - ETA: 29s - loss: 203.0133/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264433). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 28s - loss: 201.9292/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259620). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 22s - loss: 202.7030/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257019). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 21s - loss: 202.3366/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271359). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 18s - loss: 200.4628/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262950). Check your callbacks. % delta_t_median) 116/116 [==============================] - 69s 596ms/step - loss: 197.1902 INFO: Training loop in progress Epoch 54/100 2/116 [..............................] - ETA: 7:40 - loss: 243.1602 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.602736). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:36 - loss: 239.2150/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.340925). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 3:15 - loss: 225.7225/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267253). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:41 - loss: 223.0939/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262502). Check your callbacks. % delta_t_median) 54/116 [============>.................] - ETA: 44s - loss: 199.9474/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.243470). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 43s - loss: 200.2546/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266418). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 31s - loss: 202.1457/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269071). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 30s - loss: 201.0726/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278755). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 28s - loss: 202.0428/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286187). Check your callbacks. % delta_t_median) 76/116 [==================>...........] - ETA: 27s - loss: 203.4962/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281063). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 22s - loss: 204.4660/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272683). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 21s - loss: 204.7142/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268729). Check your callbacks. % delta_t_median) 89/116 [======================>.......] - ETA: 18s - loss: 205.9973/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288652). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 16s - loss: 206.0787/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279993). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 15s - loss: 206.0998/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.306450). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 14s - loss: 206.1119/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287012). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 13s - loss: 205.0994/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260556). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 12s - loss: 205.2906/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254852). Check your callbacks. % delta_t_median) 116/116 [==============================] - 72s 621ms/step - loss: 204.6094 INFO: Training loop in progress Epoch 55/100 1/116 [..............................] - ETA: 12:50 - loss: 243.3387/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.575933). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:15 - loss: 208.2009 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.589846). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:20 - loss: 209.0751/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.515451). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:44 - loss: 220.8831/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.454969). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:15 - loss: 217.7207/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.417536). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:54 - loss: 228.9898/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.380103). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 227.1990/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.329565). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:26 - loss: 220.5987/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293815). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:16 - loss: 224.6920/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286421). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:07 - loss: 221.6597/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.285551). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:00 - loss: 224.5455/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272460). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:54 - loss: 226.2192/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264666). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:48 - loss: 220.1990/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256716). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:36 - loss: 218.0823/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279275). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:33 - loss: 215.8479/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264757). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:30 - loss: 211.2159/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255512). Check your callbacks. % delta_t_median) 22/116 [====>.........................] - ETA: 1:22 - loss: 211.8683/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270277). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 29s - loss: 207.6597/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.243790). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 205.0234/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.240952). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 204.9633/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.225593). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 572ms/step - loss: 207.4006 INFO: Training loop in progress Epoch 56/100 1/116 [..............................] - ETA: 12:48 - loss: 255.2279/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.556684). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:09 - loss: 231.6360 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.526394). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:14 - loss: 234.3858/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.510581). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:17 - loss: 223.7907/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.503342). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:40 - loss: 220.2322/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.496104). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:13 - loss: 209.5552/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.447899). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:55 - loss: 212.8613/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.399694). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:39 - loss: 211.6431/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.388405). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:26 - loss: 214.1593/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.377115). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:16 - loss: 212.9166/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.335115). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:02 - loss: 208.8217/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.308792). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:56 - loss: 204.1928/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.300396). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:51 - loss: 208.3988/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293969). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:47 - loss: 208.8506/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.301251). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:43 - loss: 209.5891/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283877). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:35 - loss: 211.4642/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.299541). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:29 - loss: 215.2912/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.305969). Check your callbacks. % delta_t_median) 22/116 [====>.........................] - ETA: 1:25 - loss: 219.1903/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289166). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:22 - loss: 217.6370/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268924). Check your callbacks. % delta_t_median) 26/116 [=====>........................] - ETA: 1:16 - loss: 214.9844/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250151). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:04 - loss: 211.7476/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248299). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 1:00 - loss: 214.2564/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263915). Check your callbacks. % delta_t_median) 39/116 [=========>....................] - ETA: 58s - loss: 210.6654/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290931). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 56s - loss: 208.4349/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272932). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 55s - loss: 206.8239/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278375). Check your callbacks. % delta_t_median) 45/116 [==========>...................] - ETA: 51s - loss: 206.0601/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286074). Check your callbacks. % delta_t_median) 47/116 [===========>..................] - ETA: 49s - loss: 207.1291/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274637). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 46s - loss: 205.6632/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263162). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 34s - loss: 206.5850/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246687). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 575ms/step - loss: 200.5578 INFO: Training loop in progress Epoch 57/100 2/116 [..............................] - ETA: 7:19 - loss: 222.2185 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.469957). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:19 - loss: 236.6615/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.451498). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:14 - loss: 211.9198/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.399617). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:36 - loss: 214.2201/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.347736). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:08 - loss: 211.4328/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.335880). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 197.7424/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.314583). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:26 - loss: 190.1982/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.305141). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 193.5011/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283818). Check your callbacks. % delta_t_median) 62/116 [===============>..............] - ETA: 34s - loss: 204.6790/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254962). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 31s - loss: 204.0744/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258364). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 556ms/step - loss: 203.7767 INFO: Training loop in progress Epoch 58/100 2/116 [..............................] - ETA: 6:47 - loss: 218.5191 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.482744). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:01 - loss: 201.8048/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.452183). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:04 - loss: 175.6374/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.433498). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:04 - loss: 198.0036/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.372905). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:46 - loss: 191.6737/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.330996). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:32 - loss: 196.2831/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.325387). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:20 - loss: 196.1115/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.319778). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:10 - loss: 203.2337/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.300978). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:02 - loss: 204.3788/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273627). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:41 - loss: 199.4391/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261709). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:26 - loss: 190.2982/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277649). Check your callbacks. % delta_t_median) 22/116 [====>.........................] - ETA: 1:22 - loss: 195.2756/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.304457). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:22 - loss: 193.7091/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.329802). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:15 - loss: 192.0589/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.304265). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 1:13 - loss: 192.9975/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284686). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:11 - loss: 194.4883/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287098). Check your callbacks. % delta_t_median) 30/116 [======>.......................] - ETA: 1:10 - loss: 197.5384/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275037). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 30s - loss: 192.8529/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247452). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 29s - loss: 192.5929/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271816). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 27s - loss: 192.9584/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264198). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 26s - loss: 192.6938/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278535). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 21s - loss: 194.5953/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253103). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 17s - loss: 198.3047/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256477). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 201.1510/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245526). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 10s - loss: 200.2064/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.228596). Check your callbacks. % delta_t_median) 116/116 [==============================] - 68s 590ms/step - loss: 201.5534 INFO: Training loop in progress Epoch 59/100 2/116 [..............................] - ETA: 7:28 - loss: 215.4100 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.449481). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:24 - loss: 223.4305/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.437976). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:23 - loss: 207.9643/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.428970). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:16 - loss: 212.5702/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.365249). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:55 - loss: 223.0640/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.310535). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:39 - loss: 226.2471/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.296364). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:26 - loss: 223.5334/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.299638). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:09 - loss: 219.7292/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290916). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:58 - loss: 211.3018/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282713). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:47 - loss: 202.5053/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.291435). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:36 - loss: 201.9646/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278223). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:32 - loss: 202.1453/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264965). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 53s - loss: 202.1663/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268791). Check your callbacks. % delta_t_median) 49/116 [===========>..................] - ETA: 48s - loss: 197.9934/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260436). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 15s - loss: 196.3367/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273293). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 14s - loss: 196.3943/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283931). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 195.6274/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276295). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 12s - loss: 195.5342/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258405). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 195.8055/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.234379). Check your callbacks. % delta_t_median) 116/116 [==============================] - 69s 593ms/step - loss: 194.8481 INFO: Training loop in progress Epoch 60/100 2/116 [..............................] - ETA: 7:09 - loss: 184.8376 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.400347). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:11 - loss: 185.7265/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.423565). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:20 - loss: 193.0644/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.571552). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 3:00 - loss: 176.1517/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.377130). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:43 - loss: 179.2746/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.336019). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:29 - loss: 189.0375/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.294908). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:19 - loss: 187.2270/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283379). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 1:00 - loss: 198.1966/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268343). Check your callbacks. % delta_t_median) 39/116 [=========>....................] - ETA: 58s - loss: 197.0765/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270913). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 55s - loss: 195.8876/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272455). Check your callbacks. % delta_t_median) 63/116 [===============>..............] - ETA: 36s - loss: 203.3409/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255109). Check your callbacks. % delta_t_median) 85/116 [====================>.........] - ETA: 20s - loss: 202.1133/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261241). Check your callbacks. % delta_t_median) 90/116 [======================>.......] - ETA: 16s - loss: 204.6312/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255947). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 13s - loss: 205.0252/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265416). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 12s - loss: 205.2064/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251205). Check your callbacks. % delta_t_median) 116/116 [==============================] - 69s 595ms/step - loss: 202.2519 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.15it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.31258 branchmainref AP 0.3971 branchsecondaryrefAP 0.18988 tomato1 AP 0.46259 tomato2 AP 0.48671 tomato3 AP 0.89362 mAP 0.45708 ******************************* Validation loss: 319.6413554903827 Epoch 00060: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_060.tlt INFO: Training loop in progress Epoch 61/100 29/116 [======>.......................] - ETA: 44s - loss: 204.1291/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252644). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 26s - loss: 196.9028/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263983). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 25s - loss: 197.8996/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293191). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 22s - loss: 199.2127/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263733). Check your callbacks. % delta_t_median) 81/116 [===================>..........] - ETA: 19s - loss: 196.1992/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260921). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 13s - loss: 200.0474/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255877). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 10s - loss: 199.9305/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247793). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 9s - loss: 199.8298/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.230900). Check your callbacks. % delta_t_median) 116/116 [==============================] - 60s 516ms/step - loss: 199.3101 INFO: Training loop in progress Epoch 62/100 2/116 [..............................] - ETA: 7:16 - loss: 214.4566 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.509197). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:23 - loss: 207.8980/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.498935). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:24 - loss: 198.6713/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.470890). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 3:03 - loss: 183.4304/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.446219). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:49 - loss: 192.7032/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.472577). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:15 - loss: 189.9536/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.444532). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 2:07 - loss: 189.1611/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.379979). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 2:01 - loss: 189.1817/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286077). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 51s - loss: 186.8450/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277520). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 50s - loss: 187.8773/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266089). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 35s - loss: 191.3135/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256889). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 34s - loss: 192.1008/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255053). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 31s - loss: 193.4099/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259142). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 29s - loss: 191.9800/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252544). Check your callbacks. % delta_t_median) 79/116 [===================>..........] - ETA: 25s - loss: 194.0409/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255816). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 19s - loss: 195.9444/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272994). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 19s - loss: 195.9014/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260449). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 16s - loss: 194.2017/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265488). Check your callbacks. % delta_t_median) 116/116 [==============================] - 72s 618ms/step - loss: 194.1603 INFO: Training loop in progress Epoch 63/100 2/116 [..............................] - ETA: 7:39 - loss: 219.2886 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.346205). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:28 - loss: 194.3269/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.350334). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:49 - loss: 233.5642/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.342076). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:19 - loss: 221.6063/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.309993). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:56 - loss: 209.4869/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277910). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:08 - loss: 204.8520/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244289). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:05 - loss: 199.6871/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262161). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:05 - loss: 198.4612/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277656). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:02 - loss: 198.6810/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293388). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:01 - loss: 198.3456/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297565). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 1:00 - loss: 197.3899/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.285724). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 58s - loss: 198.6730 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279451). Check your callbacks. % delta_t_median) 38/116 [========>.....................] - ETA: 57s - loss: 199.3402/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286971). Check your callbacks. % delta_t_median) 51/116 [============>.................] - ETA: 45s - loss: 197.4520/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260751). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 14s - loss: 193.5318/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246539). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 12s - loss: 193.9615/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.222407). Check your callbacks. % delta_t_median) 116/116 [==============================] - 68s 590ms/step - loss: 195.0281 INFO: Training loop in progress Epoch 64/100 1/116 [..............................] - ETA: 10:40 - loss: 146.1289/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.771928). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:30 - loss: 190.3012 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.616913). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:46 - loss: 192.5706/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.472110). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:55 - loss: 178.8451/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.622019). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:52 - loss: 184.5031/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.461898). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:37 - loss: 191.1978/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.384086). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:24 - loss: 190.9370/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.306273). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 191.4411/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.298222). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:57 - loss: 192.7372/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289321). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:51 - loss: 188.8109/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287422). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:42 - loss: 191.9599/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274449). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:38 - loss: 189.3346/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258688). Check your callbacks. % delta_t_median) 21/116 [====>.........................] - ETA: 1:29 - loss: 190.6222/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244088). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:05 - loss: 195.5234/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.240943). Check your callbacks. % delta_t_median) 39/116 [=========>....................] - ETA: 59s - loss: 190.3958 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251331). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 56s - loss: 190.5515/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.237265). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 33s - loss: 187.9805/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277169). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 30s - loss: 186.3048/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246307). Check your callbacks. % delta_t_median) 81/116 [===================>..........] - ETA: 23s - loss: 190.2944/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281608). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 21s - loss: 189.3304/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282976). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 19s - loss: 189.3907/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268946). Check your callbacks. % delta_t_median) 116/116 [==============================] - 69s 593ms/step - loss: 188.0816 INFO: Training loop in progress Epoch 65/100 2/116 [..............................] - ETA: 7:27 - loss: 182.0026 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.383197). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:19 - loss: 164.7952/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.368920). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:13 - loss: 168.9344/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.324470). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:31 - loss: 166.2161/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280019). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:04 - loss: 164.3608/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269882). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:44 - loss: 162.9459/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259745). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:11 - loss: 175.9280/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259134). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:02 - loss: 180.5339/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257734). Check your callbacks. % delta_t_median) 30/116 [======>.......................] - ETA: 1:06 - loss: 186.6173/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283337). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:04 - loss: 184.5996/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284982). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:03 - loss: 186.0647/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283545). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:02 - loss: 189.8039/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287841). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 18s - loss: 188.1014/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257920). Check your callbacks. % delta_t_median) 90/116 [======================>.......] - ETA: 16s - loss: 188.9375/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281032). Check your callbacks. % delta_t_median) 91/116 [======================>.......] - ETA: 15s - loss: 189.3903/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273035). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 15s - loss: 189.0106/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287447). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 14s - loss: 189.4163/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263069). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 13s - loss: 190.3589/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268002). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 13s - loss: 189.5771/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284849). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 189.4498/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.232710). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 574ms/step - loss: 193.0414 INFO: Training loop in progress Epoch 66/100 1/116 [..............................] - ETA: 8:37 - loss: 161.3663/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.916521). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:44 - loss: 159.5613/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.800785). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:27 - loss: 140.3558/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.685050). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:43 - loss: 148.8316/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.645875). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:16 - loss: 161.8675/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.606700). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:58 - loss: 176.7925/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.587404). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:44 - loss: 168.1188/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.568108). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:31 - loss: 164.1133/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.550394). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:21 - loss: 169.0790/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.532681). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:12 - loss: 173.2083/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.513197). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:05 - loss: 173.1849/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.423492). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 176.2914/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.352230). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:52 - loss: 176.1982/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.341575). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:50 - loss: 174.9963/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.323165). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:45 - loss: 174.1767/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.312083). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:41 - loss: 172.8312/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.308037). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:29 - loss: 177.5448/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274304). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:24 - loss: 175.8051/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269139). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:03 - loss: 183.4966/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.240314). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 1:02 - loss: 183.3663/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.238419). Check your callbacks. % delta_t_median) 39/116 [=========>....................] - ETA: 58s - loss: 184.9525/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.238752). Check your callbacks. % delta_t_median) 64/116 [===============>..............] - ETA: 34s - loss: 189.0155/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263630). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 34s - loss: 188.8013/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253581). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 187.2765/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245895). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 187.0400/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242083). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 9s - loss: 187.5323 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.238425). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 582ms/step - loss: 186.6012 INFO: Training loop in progress Epoch 67/100 1/116 [..............................] - ETA: 10:05 - loss: 154.2803/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.915597). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:15 - loss: 150.7919 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.879194). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:54 - loss: 172.8213/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.842791). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:08 - loss: 192.7817/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.776173). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:37 - loss: 176.8247/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.709554). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:17 - loss: 190.4044/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.662020). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:59 - loss: 214.3119/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.614486). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:43 - loss: 205.6320/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.606989). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:30 - loss: 222.5297/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.599493). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:19 - loss: 218.7584/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.515943). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:11 - loss: 223.6452/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.366334). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:04 - loss: 225.5173/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.305015). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:58 - loss: 231.1735/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.295285). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:52 - loss: 224.6716/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289453). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:47 - loss: 220.9694/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286273). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:43 - loss: 221.0843/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279063). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:39 - loss: 220.5926/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273377). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:32 - loss: 220.4040/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267359). Check your callbacks. % delta_t_median) 22/116 [====>.........................] - ETA: 1:24 - loss: 215.9704/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261350). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 1:14 - loss: 213.7683/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247571). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:12 - loss: 216.3467/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253807). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 27s - loss: 197.1944/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262383). Check your callbacks. % delta_t_median) 77/116 [==================>...........] - ETA: 25s - loss: 196.2883/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279806). Check your callbacks. % delta_t_median) 80/116 [===================>..........] - ETA: 23s - loss: 196.7087/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259686). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 21s - loss: 197.0996/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.300466). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 21s - loss: 197.2366/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.314848). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 19s - loss: 197.4690/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284671). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 18s - loss: 197.4714/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258740). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 198.0954/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.224404). Check your callbacks. % delta_t_median) 116/116 [==============================] - 68s 587ms/step - loss: 195.7323 INFO: Training loop in progress Epoch 68/100 1/116 [..............................] - ETA: 11:36 - loss: 202.3135/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.571910). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:35 - loss: 207.6858 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.511187). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:51 - loss: 191.9171/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.497327). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:00 - loss: 174.5786/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.473896). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:26 - loss: 181.7851/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.450464). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:59 - loss: 187.3194/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.430450). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:40 - loss: 180.3120/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.410435). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:26 - loss: 182.0089/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.346870). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:15 - loss: 185.7708/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.339483). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:02 - loss: 191.1408/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270171). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 59s - loss: 188.8768 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258303). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 571ms/step - loss: 183.0650 INFO: Training loop in progress Epoch 69/100 1/116 [..............................] - ETA: 12:33 - loss: 215.5429/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.484467). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:00 - loss: 218.5424 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.572168). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:16 - loss: 209.3032/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.494125). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:17 - loss: 207.7246/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.489296). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 199.8685/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.388751). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:25 - loss: 201.3276/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293036). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 203.1594/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289878). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:00 - loss: 199.3945/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266683). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 52s - loss: 189.6146/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250240). Check your callbacks. % delta_t_median) 45/116 [==========>...................] - ETA: 50s - loss: 188.7522/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280914). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 47s - loss: 186.2904/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258289). Check your callbacks. % delta_t_median) 51/116 [============>.................] - ETA: 44s - loss: 186.7311/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250179). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 29s - loss: 184.3068/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259710). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 27s - loss: 184.8277/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.286219). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 27s - loss: 185.3135/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288157). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 22s - loss: 185.7079/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278306). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 21s - loss: 186.6966/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293167). Check your callbacks. % delta_t_median) 116/116 [==============================] - 69s 593ms/step - loss: 187.1644 INFO: Training loop in progress Epoch 70/100 1/116 [..............................] - ETA: 13:05 - loss: 291.3703/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.458664). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:13 - loss: 231.8425 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.433742). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:13 - loss: 221.1186/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.408819). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:11 - loss: 201.8006/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.383885). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:30 - loss: 213.9626/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.358952). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:02 - loss: 216.7578/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.313358). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:43 - loss: 205.4411/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267765). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:12 - loss: 199.4993/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267121). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:03 - loss: 193.8370/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264010). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:19 - loss: 198.8038/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284389). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:17 - loss: 198.1707/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.300010). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:16 - loss: 198.5371/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.306093). Check your callbacks. % delta_t_median) 26/116 [=====>........................] - ETA: 1:14 - loss: 198.4013/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.310575). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 1:11 - loss: 196.0968/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.316453). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:10 - loss: 195.2548/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.334462). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:05 - loss: 195.7819/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.303681). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:02 - loss: 193.6756/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283544). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 1:01 - loss: 193.8667/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268101). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 1:00 - loss: 195.2234/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257755). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 195.2170/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.230555). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 193.7560/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.216534). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 570ms/step - loss: 188.8843 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.27it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.30112 branchmainref AP 0.39043 branchsecondaryrefAP 0.22472 tomato1 AP 0.58161 tomato2 AP 0.40402 tomato3 AP 0.89062 mAP 0.46542 ******************************* Validation loss: 318.07710633096815 Epoch 00070: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_070.tlt INFO: Training loop in progress Epoch 71/100 32/116 [=======>......................] - ETA: 44s - loss: 195.3970/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272893). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 43s - loss: 197.6263/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297328). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 42s - loss: 196.7155/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.301404). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 42s - loss: 195.1458/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.303288). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 41s - loss: 192.4773/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.298944). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 40s - loss: 192.9651/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.295580). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 40s - loss: 192.3589/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278404). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 39s - loss: 192.7101/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280020). Check your callbacks. % delta_t_median) 46/116 [==========>...................] - ETA: 38s - loss: 193.9385/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261132). Check your callbacks. % delta_t_median) 84/116 [====================>.........] - ETA: 17s - loss: 196.3843/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271342). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 16s - loss: 196.7873/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270981). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 15s - loss: 195.9089/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269142). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 12s - loss: 196.1281/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270670). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 11s - loss: 197.0493/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.271193). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 9s - loss: 196.6578/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.237062). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 8s - loss: 196.4477/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.220415). Check your callbacks. % delta_t_median) 116/116 [==============================] - 61s 524ms/step - loss: 195.2197 INFO: Training loop in progress Epoch 72/100 2/116 [..............................] - ETA: 6:34 - loss: 220.4104 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.535284). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:54 - loss: 211.5204/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.530649). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:00 - loss: 203.9279/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.490672). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:28 - loss: 214.2388/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.450695). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:04 - loss: 200.9640/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.471173). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 196.4062/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.439900). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:26 - loss: 190.9568/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.429104). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:16 - loss: 196.3428/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.385134). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:08 - loss: 190.7458/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.315085). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 2:00 - loss: 191.2782/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.285665). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:54 - loss: 188.7039/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279611). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:49 - loss: 188.9798/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275535). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:44 - loss: 190.2812/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255958). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 58s - loss: 183.7676/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254949). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 53s - loss: 182.2138/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254369). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 573ms/step - loss: 180.3976 INFO: Training loop in progress Epoch 73/100 2/116 [..............................] - ETA: 7:09 - loss: 210.1224 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.409487). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:13 - loss: 174.9160/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.436828). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:36 - loss: 197.7419/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.382146). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 192.3718/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.331067). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:24 - loss: 194.5996/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279988). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 194.9263/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281374). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 191.6365/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268483). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 187.8588/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255414). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:01 - loss: 193.5204/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280607). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 59s - loss: 193.5227 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284830). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 58s - loss: 194.3723/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.291747). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 57s - loss: 193.9118/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290804). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 53s - loss: 190.7149/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278593). Check your callbacks. % delta_t_median) 46/116 [==========>...................] - ETA: 48s - loss: 193.2112/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265165). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 37s - loss: 190.5692/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267045). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 36s - loss: 190.5151/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266755). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 21s - loss: 188.4352/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244382). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 14s - loss: 186.8587/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274243). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 186.8412/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247012). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 573ms/step - loss: 184.6825 INFO: Training loop in progress Epoch 74/100 1/116 [..............................] - ETA: 11:37 - loss: 199.0859/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.792672). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:50 - loss: 177.7396 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.646921). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:02 - loss: 171.9342/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.501170). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:07 - loss: 173.4346/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.495357). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:31 - loss: 176.1629/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.489544). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:07 - loss: 185.3863/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.454596). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:49 - loss: 187.0994/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.419647). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:36 - loss: 192.1208/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.402629). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:25 - loss: 198.8119/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.385611). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 204.5175/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.383864). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:07 - loss: 213.5403/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.379959). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:00 - loss: 217.9408/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.349651). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:55 - loss: 219.2844/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.349246). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:50 - loss: 210.8112/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.316877). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:45 - loss: 208.1793/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.303510). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:41 - loss: 208.9245/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289161). Check your callbacks. % delta_t_median) 68/116 [================>.............] - ETA: 31s - loss: 196.5463/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251000). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 15s - loss: 192.3312/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265451). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 14s - loss: 192.3885/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283445). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 13s - loss: 192.2576/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276283). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 192.6080/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253562). Check your callbacks. % delta_t_median) 116/116 [==============================] - 68s 587ms/step - loss: 190.5385 INFO: Training loop in progress Epoch 75/100 1/116 [..............................] - ETA: 9:39 - loss: 155.6437/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.874258). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:57 - loss: 173.5485/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.787415). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:36 - loss: 173.8505/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.700572). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:50 - loss: 183.6453/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.642361). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:20 - loss: 187.1108/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.584149). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:56 - loss: 199.6368/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.518151). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:31 - loss: 189.6764/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.437863). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:19 - loss: 188.7336/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.423574). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:05 - loss: 197.4644/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287106). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:58 - loss: 190.0384/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282160). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:34 - loss: 197.7906/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276133). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:30 - loss: 196.4642/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272591). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:22 - loss: 192.4092/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265232). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:19 - loss: 191.5956/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258814). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:17 - loss: 190.4562/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254014). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 58s - loss: 197.9811/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275681). Check your callbacks. % delta_t_median) 43/116 [==========>...................] - ETA: 54s - loss: 194.3753/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277566). Check your callbacks. % delta_t_median) 56/116 [=============>................] - ETA: 42s - loss: 191.9141/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248118). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 32s - loss: 190.3141/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259680). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 13s - loss: 185.8666/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251493). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 186.2982/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.243183). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 10s - loss: 185.9028/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.221292). Check your callbacks. % delta_t_median) 116/116 [==============================] - 70s 608ms/step - loss: 187.6575 INFO: Training loop in progress Epoch 76/100 2/116 [..............................] - ETA: 7:49 - loss: 240.5339 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.382475). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:35 - loss: 230.5226/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.381824). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:31 - loss: 206.3454/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.377493). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 3:08 - loss: 204.4262/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.373162). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:50 - loss: 204.3737/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.322698). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:35 - loss: 190.9801/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272234). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:23 - loss: 192.4436/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264801). Check your callbacks. % delta_t_median) 58/116 [==============>...............] - ETA: 38s - loss: 180.6004/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250440). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 15s - loss: 180.4537/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260599). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 580ms/step - loss: 185.3017 INFO: Training loop in progress Epoch 77/100 1/116 [..............................] - ETA: 8:25 - loss: 97.8893/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.915778). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:54 - loss: 213.4178/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.651965). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:39 - loss: 186.2539/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.388152). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:28 - loss: 190.8498/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.375140). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:46 - loss: 193.4180/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.362129). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:16 - loss: 185.5052/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.325268). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:54 - loss: 186.1129/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288407). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 197.9814/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273652). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:25 - loss: 194.6093/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258897). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:31 - loss: 199.7174/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250070). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:22 - loss: 198.5431/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283181). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:20 - loss: 196.0212/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297414). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:11 - loss: 195.2037/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269151). Check your callbacks. % delta_t_median) 76/116 [==================>...........] - ETA: 25s - loss: 183.6847/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250861). Check your callbacks. % delta_t_median) 81/116 [===================>..........] - ETA: 21s - loss: 185.6992/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253772). Check your callbacks. % delta_t_median) 85/116 [====================>.........] - ETA: 19s - loss: 184.9850/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260425). Check your callbacks. % delta_t_median) 90/116 [======================>.......] - ETA: 16s - loss: 185.8328/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255320). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 568ms/step - loss: 189.5613 INFO: Training loop in progress Epoch 78/100 2/116 [..............................] - ETA: 7:02 - loss: 214.6186 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.442125). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:10 - loss: 187.8570/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.470241). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:15 - loss: 193.5952/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.466721). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:39 - loss: 186.3838/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.463202). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:09 - loss: 172.1183/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.433609). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:49 - loss: 178.4012/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.404015). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:33 - loss: 173.4313/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.336192). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:21 - loss: 171.5270/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268370). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:10 - loss: 174.5436/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250762). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 14s - loss: 176.7195/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248881). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 177.4113/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.235193). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 567ms/step - loss: 175.7626 INFO: Training loop in progress Epoch 79/100 1/116 [..............................] - ETA: 12:02 - loss: 204.9325/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.658014). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:55 - loss: 203.7517 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.537617). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:02 - loss: 199.2051/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.441997). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:07 - loss: 193.8146/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.504456). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:36 - loss: 188.0184/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.516536). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:12 - loss: 179.3799/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.479266). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:36 - loss: 177.6174/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.429608). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:24 - loss: 177.1027/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.417220). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 180.8084/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.354313). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 186.3790/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282283). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:53 - loss: 189.7975/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260677). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:09 - loss: 191.3961/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249424). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:07 - loss: 189.5992/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259778). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 54s - loss: 193.1398/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260548). Check your callbacks. % delta_t_median) 47/116 [===========>..................] - ETA: 51s - loss: 190.4176/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266603). Check your callbacks. % delta_t_median) 49/116 [===========>..................] - ETA: 48s - loss: 188.2963/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267972). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 28s - loss: 183.6997/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252983). Check your callbacks. % delta_t_median) 91/116 [======================>.......] - ETA: 16s - loss: 181.8909/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258064). Check your callbacks. % delta_t_median) 116/116 [==============================] - 68s 590ms/step - loss: 183.5884 INFO: Training loop in progress Epoch 80/100 1/116 [..............................] - ETA: 13:59 - loss: 199.5815/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.438340). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:38 - loss: 202.3394 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.444601). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:22 - loss: 204.7825/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.365530). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:56 - loss: 184.4817/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.305942). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:41 - loss: 181.5776/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.299330). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:27 - loss: 184.7454/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.292719). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:17 - loss: 178.0486/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.287289). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:09 - loss: 179.9269/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277207). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:50 - loss: 180.9611/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273389). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:37 - loss: 179.9882/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248017). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:27 - loss: 177.1214/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.241104). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 36s - loss: 183.0385/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.230537). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 181.7458/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.219728). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 565ms/step - loss: 179.9025 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.43it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.3535 branchmainref AP 0.38782 branchsecondaryrefAP 0.24372 tomato1 AP 0.56392 tomato2 AP 0.48394 tomato3 AP 0.91513 mAP 0.49134 ******************************* Validation loss: 330.22730187524724 Epoch 00080: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_080.tlt INFO: Training loop in progress Epoch 81/100 21/116 [====>.........................] - ETA: 49s - loss: 192.3622/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256353). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 50s - loss: 195.4143/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259314). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 48s - loss: 189.4562/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260690). Check your callbacks. % delta_t_median) 28/116 [======>.......................] - ETA: 48s - loss: 187.5395/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284358). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 46s - loss: 184.8493/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284433). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 43s - loss: 188.3291/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267149). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 41s - loss: 187.3701/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266023). Check your callbacks. % delta_t_median) 57/116 [=============>................] - ETA: 34s - loss: 189.1839/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255106). Check your callbacks. % delta_t_median) 58/116 [==============>...............] - ETA: 33s - loss: 188.6187/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265007). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 29s - loss: 186.7254/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265855). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 26s - loss: 188.1759/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257928). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 24s - loss: 188.9624/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268563). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 12s - loss: 190.5501/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247197). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 188.3073/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.218948). Check your callbacks. % delta_t_median) 116/116 [==============================] - 63s 543ms/step - loss: 185.3508 INFO: Training loop in progress Epoch 82/100 1/116 [..............................] - ETA: 11:40 - loss: 149.1496/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.660019). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:45 - loss: 192.9911 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.578569). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:58 - loss: 173.1015/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.497119). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:03 - loss: 189.7239/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.511056). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:31 - loss: 180.4987/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.524993). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:13 - loss: 162.8176/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.517589). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:55 - loss: 166.6019/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.510186). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 156.9835/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.503652). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:15 - loss: 155.5486/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.481775). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:07 - loss: 153.5066/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.361990). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:31 - loss: 164.2130/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.241045). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:02 - loss: 174.2987/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.248601). Check your callbacks. % delta_t_median) 38/116 [========>.....................] - ETA: 56s - loss: 174.9557/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253666). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 33s - loss: 180.2956/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278246). Check your callbacks. % delta_t_median) 67/116 [================>.............] - ETA: 33s - loss: 180.6484/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293686). Check your callbacks. % delta_t_median) 72/116 [=================>............] - ETA: 30s - loss: 179.7106/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261335). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 22s - loss: 182.5237/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272904). Check your callbacks. % delta_t_median) 116/116 [==============================] - 70s 603ms/step - loss: 182.3516 INFO: Training loop in progress Epoch 83/100 1/116 [..............................] - ETA: 8:49 - loss: 149.0849/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.960083). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:39 - loss: 144.3838/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.744471). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:24 - loss: 167.0194/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.528859). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:38 - loss: 159.6600/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.571677). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:14 - loss: 176.4143/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.563258). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:56 - loss: 185.4798/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.588876). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:39 - loss: 189.1368/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.546059). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:18 - loss: 192.9569/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.504876). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:09 - loss: 189.0607/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.396087). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:02 - loss: 189.9417/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.302263). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:52 - loss: 186.1101/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288258). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:21 - loss: 182.3727/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269912). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 44s - loss: 175.1641/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263484). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 19s - loss: 174.5303/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265896). Check your callbacks. % delta_t_median) 89/116 [======================>.......] - ETA: 17s - loss: 174.1749/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280893). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 14s - loss: 172.9510/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290254). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 174.0445/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268442). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 12s - loss: 174.5970/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275050). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 174.4069/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262963). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 174.9383/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255434). Check your callbacks. % delta_t_median) 116/116 [==============================] - 69s 598ms/step - loss: 179.7607 INFO: Training loop in progress Epoch 84/100 1/116 [..............................] - ETA: 9:48 - loss: 138.5919/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.881022). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:59 - loss: 156.8391/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.681112). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:28 - loss: 172.5519/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.523195). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:43 - loss: 168.1373/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.505180). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:15 - loss: 172.6722/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.509018). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:57 - loss: 180.3676/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.498091). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:40 - loss: 185.1130/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.487164). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:25 - loss: 175.1659/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.484183). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:13 - loss: 176.3885/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.481203). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:04 - loss: 172.9317/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.408579). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:53 - loss: 176.9028/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284795). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 34s - loss: 176.3924/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267290). Check your callbacks. % delta_t_median) 62/116 [===============>..............] - ETA: 33s - loss: 176.1680/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279365). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 30s - loss: 175.4545/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250602). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 17s - loss: 178.2146/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249218). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 179.2866/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.233142). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 9s - loss: 179.6132 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.214087). Check your callbacks. % delta_t_median) 116/116 [==============================] - 63s 545ms/step - loss: 182.8515 INFO: Training loop in progress Epoch 85/100 2/116 [..............................] - ETA: 7:21 - loss: 165.9675 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.483286). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:19 - loss: 195.9668/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.542554). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:22 - loss: 181.0583/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.490209). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:44 - loss: 174.3186/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.437865). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:15 - loss: 173.5231/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.430942). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:54 - loss: 176.5923/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.424019). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:38 - loss: 175.3213/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.360897). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:15 - loss: 169.4562/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297763). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:08 - loss: 171.9674/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.293527). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 2:01 - loss: 173.3147/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274319). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:50 - loss: 168.5844/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280729). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:46 - loss: 172.6003/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.284952). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:32 - loss: 172.4696/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276612). Check your callbacks. % delta_t_median) 21/116 [====>.........................] - ETA: 1:29 - loss: 175.6523/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260233). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:24 - loss: 174.1342/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259257). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 19s - loss: 177.5545/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257209). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 580ms/step - loss: 174.9723 INFO: Training loop in progress Epoch 86/100 1/116 [..............................] - ETA: 13:42 - loss: 125.1892/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.487457). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:33 - loss: 139.9396 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.471894). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:27 - loss: 150.0611/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.456331). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:20 - loss: 161.6690/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.381710). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:37 - loss: 173.4622/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.307090). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:08 - loss: 165.0515/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.280372). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:37 - loss: 167.9691/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.310655). Check your callbacks. % delta_t_median) 36/116 [========>.....................] - ETA: 57s - loss: 170.6201/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.242942). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 53s - loss: 171.5843/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256440). Check your callbacks. % delta_t_median) 48/116 [===========>..................] - ETA: 46s - loss: 171.1004/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268501). Check your callbacks. % delta_t_median) 50/116 [===========>..................] - ETA: 44s - loss: 169.5554/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256493). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 28s - loss: 170.4458/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264301). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 26s - loss: 168.5359/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267574). Check your callbacks. % delta_t_median) 77/116 [==================>...........] - ETA: 24s - loss: 168.1094/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268484). Check your callbacks. % delta_t_median) 82/116 [====================>.........] - ETA: 21s - loss: 168.4202/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255257). Check your callbacks. % delta_t_median) 93/116 [=======================>......] - ETA: 14s - loss: 169.4311/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258505). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 169.8595/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244177). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 571ms/step - loss: 171.1088 INFO: Training loop in progress Epoch 87/100 1/116 [..............................] - ETA: 7:57 - loss: 155.2057/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.982352). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:14 - loss: 156.7371/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.862273). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:08 - loss: 160.9794/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.742194). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:30 - loss: 168.4334/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.681470). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:08 - loss: 165.1218/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.644243). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:53 - loss: 158.9762/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.632794). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:42 - loss: 167.4197/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.624132). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:34 - loss: 184.9208/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.622739). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:24 - loss: 181.8488/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.621346). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:14 - loss: 181.5850/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.621046). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 179.2547/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.614834). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 186.2407/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.506277). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:54 - loss: 192.1391/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.351792). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:48 - loss: 189.5601/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.294224). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:43 - loss: 190.2190/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281767). Check your callbacks. % delta_t_median) 26/116 [=====>........................] - ETA: 1:15 - loss: 196.5074/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246916). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:06 - loss: 189.6120/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.274632). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:03 - loss: 188.1481/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273737). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:02 - loss: 187.3945/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269615). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 59s - loss: 185.4711 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265117). Check your callbacks. % delta_t_median) 38/116 [========>.....................] - ETA: 57s - loss: 186.5805/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263070). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 33s - loss: 179.7457/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256830). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 30s - loss: 180.4244/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260841). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 574ms/step - loss: 178.7254 INFO: Training loop in progress Epoch 88/100 1/116 [..............................] - ETA: 11:06 - loss: 183.2635/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.717314). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:44 - loss: 189.3455 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.593245). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:56 - loss: 172.3583/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.534353). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:04 - loss: 176.5869/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.501764). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:28 - loss: 170.3987/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.469176). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:04 - loss: 175.9408/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.412559). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:45 - loss: 180.3423/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.355942). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:31 - loss: 184.0894/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.339049). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:19 - loss: 189.1223/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.322155). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:10 - loss: 188.0472/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.310067). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:51 - loss: 185.8501/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279076). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:41 - loss: 181.9937/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250777). Check your callbacks. % delta_t_median) 21/116 [====>.........................] - ETA: 1:24 - loss: 181.0130/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250461). Check your callbacks. % delta_t_median) 25/116 [=====>........................] - ETA: 1:16 - loss: 175.1144/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273212). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:12 - loss: 175.6412/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262044). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:09 - loss: 174.3666/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252971). Check your callbacks. % delta_t_median) 32/116 [=======>......................] - ETA: 1:04 - loss: 172.6171/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258142). Check your callbacks. % delta_t_median) 33/116 [=======>......................] - ETA: 1:03 - loss: 174.8014/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267215). Check your callbacks. % delta_t_median) 49/116 [===========>..................] - ETA: 46s - loss: 170.1693/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252330). Check your callbacks. % delta_t_median) 54/116 [============>.................] - ETA: 42s - loss: 170.3328/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265803). Check your callbacks. % delta_t_median) 55/116 [=============>................] - ETA: 41s - loss: 170.7962/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.267691). Check your callbacks. % delta_t_median) 57/116 [=============>................] - ETA: 39s - loss: 169.6341/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261574). Check your callbacks. % delta_t_median) 59/116 [==============>...............] - ETA: 38s - loss: 168.8355/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256267). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 37s - loss: 170.1385/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250020). Check your callbacks. % delta_t_median) 70/116 [=================>............] - ETA: 29s - loss: 169.2946/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250776). Check your callbacks. % delta_t_median) 73/116 [=================>............] - ETA: 27s - loss: 169.8745/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254857). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 26s - loss: 169.7688/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258988). Check your callbacks. % delta_t_median) 76/116 [==================>...........] - ETA: 25s - loss: 170.6647/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257817). Check your callbacks. % delta_t_median) 78/116 [===================>..........] - ETA: 24s - loss: 169.9544/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251817). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 18s - loss: 172.1362/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247033). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 582ms/step - loss: 171.8770 INFO: Training loop in progress Epoch 89/100 1/116 [..............................] - ETA: 7:13 - loss: 160.8058/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (1.019683). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:06 - loss: 165.7159/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.827599). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:38 - loss: 172.6111/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.635514). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:52 - loss: 177.6401/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.605003). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:21 - loss: 170.1684/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.574492). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:00 - loss: 163.4250/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.503343). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:42 - loss: 173.0651/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.432194). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:28 - loss: 167.2447/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.431138). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:19 - loss: 169.2205/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.430081). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:10 - loss: 167.1523/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.418838). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:02 - loss: 164.1814/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.352444). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:56 - loss: 165.3364/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.294969). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:50 - loss: 162.3279/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290933). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:46 - loss: 161.8958/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.288453). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:31 - loss: 159.0501/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281867). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:28 - loss: 156.6243/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272204). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:16 - loss: 157.9399/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.252810). Check your callbacks. % delta_t_median) 38/116 [========>.....................] - ETA: 55s - loss: 159.0823/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256014). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 559ms/step - loss: 168.0077 INFO: Training loop in progress Epoch 90/100 1/116 [..............................] - ETA: 14:30 - loss: 243.4464/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.534720). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 7:59 - loss: 228.1210 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.502391). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:46 - loss: 248.6256/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.470061). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:35 - loss: 224.5547/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.398512). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:49 - loss: 204.6089/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.326963). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:19 - loss: 210.3282/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.312455). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:58 - loss: 228.2480/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297947). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:42 - loss: 209.3068/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.304637). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:19 - loss: 218.2796/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.279896). Check your callbacks. % delta_t_median) 47/116 [===========>..................] - ETA: 47s - loss: 186.7125/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.238741). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 20s - loss: 180.9151/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272252). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 18s - loss: 179.6855/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245745). Check your callbacks. % delta_t_median) 87/116 [=====================>........] - ETA: 17s - loss: 178.8536/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272629). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 553ms/step - loss: 178.0880 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.17it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.39468 branchmainref AP 0.42822 branchsecondaryrefAP 0.22763 tomato1 AP 0.57134 tomato2 AP 0.47725 tomato3 AP 0.9101 mAP 0.50154 ******************************* Validation loss: 336.24263628223275 Epoch 00090: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_090.tlt INFO: Training loop in progress Epoch 91/100 70/116 [=================>............] - ETA: 24s - loss: 173.7132/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272400). Check your callbacks. % delta_t_median) 74/116 [==================>...........] - ETA: 22s - loss: 171.7267/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.268712). Check your callbacks. % delta_t_median) 77/116 [==================>...........] - ETA: 20s - loss: 172.1000/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.283744). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 17s - loss: 170.7245/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265983). Check your callbacks. % delta_t_median) 116/116 [==============================] - 58s 501ms/step - loss: 171.5422 INFO: Training loop in progress Epoch 92/100 1/116 [..............................] - ETA: 10:55 - loss: 155.7301/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.726750). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:39 - loss: 204.9339 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.612071). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:54 - loss: 168.6080/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.497392). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:00 - loss: 168.1013/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.469310). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:48 - loss: 172.2088/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.441228). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:34 - loss: 170.5118/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.422403). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:22 - loss: 173.2601/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.403578). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:14 - loss: 166.9645/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.388785). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 169.2832/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.361856). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 168.7152/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.338682). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:53 - loss: 169.8506/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.314883). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:48 - loss: 164.2980/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.301864). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:44 - loss: 162.9727/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.289152). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:33 - loss: 165.5323/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.281485). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:27 - loss: 167.1497/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272316). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:13 - loss: 177.7394/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261610). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:09 - loss: 178.5566/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250690). Check your callbacks. % delta_t_median) 30/116 [======>.......................] - ETA: 1:08 - loss: 176.4174/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246234). Check your callbacks. % delta_t_median) 42/116 [=========>....................] - ETA: 54s - loss: 180.6569/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254499). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 30s - loss: 179.4227/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254695). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 29s - loss: 179.1187/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265414). Check your callbacks. % delta_t_median) 72/116 [=================>............] - ETA: 28s - loss: 179.9880/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275753). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 26s - loss: 178.2496/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255605). Check your callbacks. % delta_t_median) 77/116 [==================>...........] - ETA: 24s - loss: 177.7838/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.247461). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 18s - loss: 179.5838/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264229). Check your callbacks. % delta_t_median) 116/116 [==============================] - 67s 578ms/step - loss: 178.3471 INFO: Training loop in progress Epoch 93/100 1/116 [..............................] - ETA: 12:22 - loss: 191.7970/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.598998). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:59 - loss: 150.1750 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.538584). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:07 - loss: 167.4594/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.478170). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:10 - loss: 170.2554/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.468624). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:32 - loss: 168.9147/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.459079). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:05 - loss: 172.6649/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.385331). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:46 - loss: 169.6694/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.311583). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:31 - loss: 164.0404/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.297249). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:19 - loss: 156.5180/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282915). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:09 - loss: 168.2057/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.278336). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:01 - loss: 171.6595/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264328). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:49 - loss: 171.8415/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251060). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:10 - loss: 167.6284/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257005). Check your callbacks. % delta_t_median) 56/116 [=============>................] - ETA: 38s - loss: 167.1460/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249557). Check your callbacks. % delta_t_median) 59/116 [==============>...............] - ETA: 36s - loss: 165.1399/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261898). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 35s - loss: 166.1130/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270284). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 35s - loss: 165.8203/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257204). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 31s - loss: 166.4153/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246269). Check your callbacks. % delta_t_median) 86/116 [=====================>........] - ETA: 18s - loss: 169.5369/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254137). Check your callbacks. % delta_t_median) 88/116 [=====================>........] - ETA: 17s - loss: 170.1937/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263971). Check your callbacks. % delta_t_median) 92/116 [======================>.......] - ETA: 14s - loss: 170.1419/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.245473). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 566ms/step - loss: 171.7489 INFO: Training loop in progress Epoch 94/100 1/116 [..............................] - ETA: 11:51 - loss: 187.6128/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.641491). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:46 - loss: 171.4843 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.602190). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:02 - loss: 170.1535/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.562888). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:03 - loss: 157.3625/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.486859). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:51 - loss: 160.7775/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.410830). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:19 - loss: 159.4204/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.394493). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:10 - loss: 164.8687/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.343900). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:02 - loss: 166.7038/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277246). Check your callbacks. % delta_t_median) 31/116 [=======>......................] - ETA: 1:06 - loss: 167.4997/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.265794). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:02 - loss: 167.7353/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266307). Check your callbacks. % delta_t_median) 37/116 [========>.....................] - ETA: 59s - loss: 169.0718 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269045). Check your callbacks. % delta_t_median) 40/116 [=========>....................] - ETA: 55s - loss: 171.6960/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260781). Check your callbacks. % delta_t_median) 41/116 [=========>....................] - ETA: 54s - loss: 171.1450/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.251027). Check your callbacks. % delta_t_median) 60/116 [==============>...............] - ETA: 36s - loss: 173.8861/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256051). Check your callbacks. % delta_t_median) 61/116 [==============>...............] - ETA: 36s - loss: 173.7275/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.250526). Check your callbacks. % delta_t_median) 76/116 [==================>...........] - ETA: 25s - loss: 174.7482/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.257031). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 570ms/step - loss: 170.9877 INFO: Training loop in progress Epoch 95/100 2/116 [..............................] - ETA: 7:33 - loss: 199.2950 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.424964). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 5:28 - loss: 175.7832/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.440770). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:55 - loss: 182.8040/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.409158). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:24 - loss: 181.1369/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.383199). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 3:03 - loss: 182.4816/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.357239). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:46 - loss: 177.1631/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.312535). Check your callbacks. % delta_t_median) 34/116 [=======>......................] - ETA: 1:01 - loss: 172.1983/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249788). Check your callbacks. % delta_t_median) 71/116 [=================>............] - ETA: 28s - loss: 171.4633/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256297). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 12s - loss: 171.4936/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253747). Check your callbacks. % delta_t_median) 96/116 [=======================>......] - ETA: 12s - loss: 170.7117/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249035). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 170.8714/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.236801). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 170.5744/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.226750). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 9s - loss: 169.8670 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.225468). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 558ms/step - loss: 169.3069 INFO: Training loop in progress Epoch 96/100 1/116 [..............................] - ETA: 10:06 - loss: 141.1105/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.822045). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:10 - loss: 154.5230 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.684318). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:38 - loss: 141.9463/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.546590). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:51 - loss: 146.5236/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.581110). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:01 - loss: 145.0267/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.535989). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:45 - loss: 149.5413/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.525387). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:33 - loss: 150.0960/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.480299). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:22 - loss: 148.1519/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.435210). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:13 - loss: 153.7496/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.419259). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:06 - loss: 151.2235/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.380352). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:59 - loss: 154.7383/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.354246). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:50 - loss: 156.0234/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.347549). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:46 - loss: 156.0243/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.339601). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:41 - loss: 154.3034/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.326688). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:34 - loss: 157.2520/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.301731). Check your callbacks. % delta_t_median) 20/116 [====>.........................] - ETA: 1:28 - loss: 155.3377/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290953). Check your callbacks. % delta_t_median) 21/116 [====>.........................] - ETA: 1:25 - loss: 157.9206/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.270346). Check your callbacks. % delta_t_median) 35/116 [========>.....................] - ETA: 1:00 - loss: 167.6396/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263059). Check your callbacks. % delta_t_median) 39/116 [=========>....................] - ETA: 56s - loss: 167.1746/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258820). Check your callbacks. % delta_t_median) 47/116 [===========>..................] - ETA: 48s - loss: 166.4410/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.243769). Check your callbacks. % delta_t_median) 59/116 [==============>...............] - ETA: 37s - loss: 165.3803/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261402). Check your callbacks. % delta_t_median) 62/116 [===============>..............] - ETA: 35s - loss: 167.0414/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261510). Check your callbacks. % delta_t_median) 65/116 [===============>..............] - ETA: 32s - loss: 167.8489/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261289). Check your callbacks. % delta_t_median) 66/116 [================>.............] - ETA: 32s - loss: 167.0973/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262244). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 30s - loss: 167.5078/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259235). Check your callbacks. % delta_t_median) 72/116 [=================>............] - ETA: 28s - loss: 167.1443/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260883). Check your callbacks. % delta_t_median) 75/116 [==================>...........] - ETA: 25s - loss: 168.3524/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266637). Check your callbacks. % delta_t_median) 83/116 [====================>.........] - ETA: 20s - loss: 169.7420/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256367). Check your callbacks. % delta_t_median) 89/116 [======================>.......] - ETA: 16s - loss: 171.8946/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.269004). Check your callbacks. % delta_t_median) 91/116 [======================>.......] - ETA: 15s - loss: 170.9536/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.253756). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 13s - loss: 171.4401/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266332). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 172.6765/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260219). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 11s - loss: 172.8952/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.239305). Check your callbacks. % delta_t_median) 99/116 [========================>.....] - ETA: 10s - loss: 172.8567/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.232939). Check your callbacks. % delta_t_median) 116/116 [==============================] - 66s 571ms/step - loss: 173.4837 INFO: Training loop in progress Epoch 97/100 1/116 [..............................] - ETA: 9:58 - loss: 149.8117/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.760786). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:02 - loss: 145.5794/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.679472). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:34 - loss: 140.0037/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.598158). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:49 - loss: 141.5528/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.586367). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:19 - loss: 145.5947/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.574576). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:00 - loss: 144.6291/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.567918). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:46 - loss: 135.3261/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.561260). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:32 - loss: 138.3789/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.559689). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:21 - loss: 143.0768/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.558118). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:12 - loss: 141.1087/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.513109). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 2:04 - loss: 143.3359/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.402597). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:57 - loss: 142.4230/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.329364). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:51 - loss: 142.3041/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.320956). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:46 - loss: 140.3830/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.306382). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:42 - loss: 142.3228/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.290987). Check your callbacks. % delta_t_median) 16/116 [===>..........................] - ETA: 1:38 - loss: 145.2063/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.282923). Check your callbacks. % delta_t_median) 17/116 [===>..........................] - ETA: 1:35 - loss: 147.4653/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.273964). Check your callbacks. % delta_t_median) 18/116 [===>..........................] - ETA: 1:31 - loss: 148.3234/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.266112). Check your callbacks. % delta_t_median) 19/116 [===>..........................] - ETA: 1:28 - loss: 144.2552/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.255723). Check your callbacks. % delta_t_median) 69/116 [================>.............] - ETA: 29s - loss: 160.8314/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.261396). Check your callbacks. % delta_t_median) 116/116 [==============================] - 63s 547ms/step - loss: 162.2661 INFO: Training loop in progress Epoch 98/100 2/116 [..............................] - ETA: 7:33 - loss: 229.5823 /usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.276356). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:34 - loss: 171.9346/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.275287). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:06 - loss: 164.8215/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262152). Check your callbacks. % delta_t_median) 56/116 [=============>................] - ETA: 38s - loss: 169.4683/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.244399). Check your callbacks. % delta_t_median) 94/116 [=======================>......] - ETA: 12s - loss: 168.0587/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254288). Check your callbacks. % delta_t_median) 97/116 [========================>.....] - ETA: 11s - loss: 169.1099/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256567). Check your callbacks. % delta_t_median) 98/116 [========================>.....] - ETA: 10s - loss: 168.8436/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.254389). Check your callbacks. % delta_t_median) 100/116 [========================>.....] - ETA: 9s - loss: 168.5528/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.246925). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 549ms/step - loss: 170.0047 INFO: Training loop in progress Epoch 99/100 1/116 [..............................] - ETA: 7:16 - loss: 109.0227/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.955637). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 6:46 - loss: 118.1713/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.667963). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:53 - loss: 132.3505/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.512866). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 4:01 - loss: 149.6081/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.557387). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 3:08 - loss: 152.2108/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.466380). Check your callbacks. % delta_t_median) 7/116 [>.............................] - ETA: 2:51 - loss: 156.4192/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.419895). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:37 - loss: 151.1086/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.412863). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:25 - loss: 156.1751/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.405831). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:16 - loss: 153.8422/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.393061). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 2:03 - loss: 157.4318/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.359762). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:56 - loss: 159.2562/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.306074). Check your callbacks. % delta_t_median) 14/116 [==>...........................] - ETA: 1:51 - loss: 160.1648/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.298420). Check your callbacks. % delta_t_median) 15/116 [==>...........................] - ETA: 1:46 - loss: 158.1165/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.272889). Check your callbacks. % delta_t_median) 23/116 [====>.........................] - ETA: 1:21 - loss: 163.5619/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.258362). Check your callbacks. % delta_t_median) 26/116 [=====>........................] - ETA: 1:15 - loss: 161.6047/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.260640). Check your callbacks. % delta_t_median) 116/116 [==============================] - 65s 556ms/step - loss: 163.3309 INFO: Training loop in progress Epoch 100/100 1/116 [..............................] - ETA: 7:50 - loss: 158.7837/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.950411). Check your callbacks. % delta_t_median) 2/116 [..............................] - ETA: 5:18 - loss: 162.5887/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.831947). Check your callbacks. % delta_t_median) 3/116 [..............................] - ETA: 4:11 - loss: 151.1734/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.713483). Check your callbacks. % delta_t_median) 4/116 [>.............................] - ETA: 3:33 - loss: 148.9480/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.652703). Check your callbacks. % delta_t_median) 5/116 [>.............................] - ETA: 3:09 - loss: 157.1056/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.591924). Check your callbacks. % delta_t_median) 6/116 [>.............................] - ETA: 2:52 - loss: 151.1974/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.619852). Check your callbacks. % delta_t_median) 8/116 [=>............................] - ETA: 2:27 - loss: 147.5678/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.585161). Check your callbacks. % delta_t_median) 9/116 [=>............................] - ETA: 2:17 - loss: 148.9466/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.578399). Check your callbacks. % delta_t_median) 10/116 [=>............................] - ETA: 2:07 - loss: 157.0605/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.551615). Check your callbacks. % delta_t_median) 11/116 [=>............................] - ETA: 1:59 - loss: 157.2535/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.424903). Check your callbacks. % delta_t_median) 12/116 [==>...........................] - ETA: 1:52 - loss: 159.4555/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.314823). Check your callbacks. % delta_t_median) 13/116 [==>...........................] - ETA: 1:46 - loss: 155.5538/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.277150). Check your callbacks. % delta_t_median) 22/116 [====>.........................] - ETA: 1:18 - loss: 169.1266/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.256163). Check your callbacks. % delta_t_median) 24/116 [=====>........................] - ETA: 1:15 - loss: 165.9678/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259115). Check your callbacks. % delta_t_median) 27/116 [=====>........................] - ETA: 1:10 - loss: 166.8018/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.264873). Check your callbacks. % delta_t_median) 29/116 [======>.......................] - ETA: 1:06 - loss: 163.6456/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.249392). Check your callbacks. % delta_t_median) 44/116 [==========>...................] - ETA: 48s - loss: 165.3746/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.262404). Check your callbacks. % delta_t_median) 45/116 [==========>...................] - ETA: 48s - loss: 163.8999/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.263121). Check your callbacks. % delta_t_median) 79/116 [===================>..........] - ETA: 22s - loss: 162.7495/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.259497). Check your callbacks. % delta_t_median) 95/116 [=======================>......] - ETA: 12s - loss: 161.7591/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:122: UserWarning: Method on_batch_end() is slow compared to the batch update (0.239472). Check your callbacks. % delta_t_median) 116/116 [==============================] - 64s 554ms/step - loss: 163.7928 Producing predictions: 100%|████████████████████| 40/40 [00:06<00:00, 6.26it/s] WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. WARNING: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.31044 branchmainref AP 0.42203 branchsecondaryrefAP 0.22824 tomato1 AP 0.58829 tomato2 AP 0.51952 tomato3 AP 0.92179 mAP 0.49839 ******************************* Validation loss: 342.4933567288556 Epoch 00100: saving model to /workspace/tao-experiments/yolo_v4/experiment_dir_retrain/weights/yolov4_resnet18_epoch_100.tlt INFO: Training loop in progress INFO: Training loop complete. INFO: Training finished successfully. INFO: Training finished successfully. 2023-03-14 18:06:45,625 [INFO] tlt.components.docker_handler.docker_handler: Stopping container. # Listing the newly retrained model. !ls -rlt $LOCAL_EXPERIMENT_DIR/experiment_dir_retrain/weights total 4080640 -rw-r--r-- 1 root root 417851864 Mar 14 16:26 yolov4_resnet18_epoch_010.tlt -rw-r--r-- 1 root root 417851864 Mar 14 16:37 yolov4_resnet18_epoch_020.tlt -rw-r--r-- 1 root root 417851864 Mar 14 16:47 yolov4_resnet18_epoch_030.tlt -rw-r--r-- 1 root root 417851864 Mar 14 16:59 yolov4_resnet18_epoch_040.tlt -rw-r--r-- 1 root root 417851864 Mar 14 17:10 yolov4_resnet18_epoch_050.tlt -rw-r--r-- 1 root root 417851864 Mar 14 17:21 yolov4_resnet18_epoch_060.tlt -rw-r--r-- 1 root root 417851864 Mar 14 17:33 yolov4_resnet18_epoch_070.tlt -rw-r--r-- 1 root root 417851864 Mar 14 17:44 yolov4_resnet18_epoch_080.tlt -rw-r--r-- 1 root root 417851864 Mar 14 17:55 yolov4_resnet18_epoch_090.tlt -rw-r--r-- 1 root root 417851864 Mar 14 18:06 yolov4_resnet18_epoch_100.tlt # Now check the evaluation stats in the csv file and pick the model with highest eval accuracy. !cat $LOCAL_EXPERIMENT_DIR/experiment_dir_retrain/yolov4_training_log_resnet18.csv #igor: new way to choose best epoch, not just mAP, but mAP an val_loss and the val_loss-loss are concidered %set_env EPOCH=090 epoch,AP_branch,AP_branchmainref,AP_branchsecondaryref,AP_tomato1,AP_tomato2,AP_tomato3,loss,lr,mAP,validation_loss 1,nan,nan,nan,nan,nan,nan,195.02486,3.4299999e-06,nan,nan 2,nan,nan,nan,nan,nan,nan,201.48273,6.7599995e-06,nan,nan 3,nan,nan,nan,nan,nan,nan,209.9742,1.009e-05,nan,nan 4,nan,nan,nan,nan,nan,nan,197.33104,1.3419999e-05,nan,nan 5,nan,nan,nan,nan,nan,nan,216.98929,1.6749998e-05,nan,nan 6,nan,nan,nan,nan,nan,nan,200.48138,2.0079999e-05,nan,nan 7,nan,nan,nan,nan,nan,nan,201.49129,2.3409999e-05,nan,nan 8,nan,nan,nan,nan,nan,nan,205.89946,2.674e-05,nan,nan 9,nan,nan,nan,nan,nan,nan,199.92899,3.0069998e-05,nan,nan 10,0.3629560210422283,0.36142688889482133,0.15546777085577465,0.40221023061442285,0.47231730635453895,0.8890673496139561,211.6916,3.3399996e-05,0.4405742612292903,332.80317263059976 11,nan,nan,nan,nan,nan,nan,203.34433,3.6729998e-05,nan,nan 12,nan,nan,nan,nan,nan,nan,205.09283,4.0059997e-05,nan,nan 13,nan,nan,nan,nan,nan,nan,201.39145,4.339e-05,nan,nan 14,nan,nan,nan,nan,nan,nan,201.81142,4.6719997e-05,nan,nan 15,nan,nan,nan,nan,nan,nan,206.18568,5.0049995e-05,nan,nan 16,nan,nan,nan,nan,nan,nan,209.95897,5.3379998e-05,nan,nan 17,nan,nan,nan,nan,nan,nan,207.77127,5.6709996e-05,nan,nan 18,nan,nan,nan,nan,nan,nan,207.16315,6.0039994e-05,nan,nan 19,nan,nan,nan,nan,nan,nan,211.64523,6.337e-05,nan,nan 20,0.3430130651996968,0.3996634051087853,0.15903735541551858,0.40047325992041577,0.5305520316502642,0.8774532337584997,207.95865,6.67e-05,0.45169872517553006,332.99393723886226 21,nan,nan,nan,nan,nan,nan,208.43553,7.002999e-05,nan,nan 22,nan,nan,nan,nan,nan,nan,210.42393,7.3359995e-05,nan,nan 23,nan,nan,nan,nan,nan,nan,209.67223,7.669e-05,nan,nan 24,nan,nan,nan,nan,nan,nan,209.07141,8.001999e-05,nan,nan 25,nan,nan,nan,nan,nan,nan,219.46233,8.3349994e-05,nan,nan 26,nan,nan,nan,nan,nan,nan,216.9232,8.668e-05,nan,nan 27,nan,nan,nan,nan,nan,nan,216.3744,9.000999e-05,nan,nan 28,nan,nan,nan,nan,nan,nan,213.94899,9.333999e-05,nan,nan 29,nan,nan,nan,nan,nan,nan,220.09108,9.6669995e-05,nan,nan 30,0.3020815105072311,0.32064823833250594,0.09502001757640856,0.5189925468198058,0.36049042360162076,0.906917036100592,219.38707,9.999999e-05,0.417358295489694,338.64496969874904 31,nan,nan,nan,nan,nan,nan,212.3603,9.9975354e-05,nan,nan 32,nan,nan,nan,nan,nan,nan,231.20068,9.990143e-05,nan,nan 33,nan,nan,nan,nan,nan,nan,212.83638,9.977832e-05,nan,nan 34,nan,nan,nan,nan,nan,nan,217.2622,9.960613e-05,nan,nan 35,nan,nan,nan,nan,nan,nan,211.65375,9.938503e-05,nan,nan 36,nan,nan,nan,nan,nan,nan,216.15987,9.911525e-05,nan,nan 37,nan,nan,nan,nan,nan,nan,220.73853,9.879704e-05,nan,nan 38,nan,nan,nan,nan,nan,nan,213.40178,9.8430726e-05,nan,nan 39,nan,nan,nan,nan,nan,nan,220.80338,9.8016666e-05,nan,nan 40,0.31100913090961063,0.4306751461064541,0.20260565739022585,0.5456023651145603,0.4984079531934846,0.9132787313601967,218.21948,9.755527e-05,0.4835964973457554,328.9296065704732 41,nan,nan,nan,nan,nan,nan,218.69312,9.704699e-05,nan,nan 42,nan,nan,nan,nan,nan,nan,213.65213,9.649233e-05,nan,nan 43,nan,nan,nan,nan,nan,nan,212.3162,9.589184e-05,nan,nan 44,nan,nan,nan,nan,nan,nan,210.16145,9.524611e-05,nan,nan 45,nan,nan,nan,nan,nan,nan,208.3984,9.455578e-05,nan,nan 46,nan,nan,nan,nan,nan,nan,214.0569,9.3821516e-05,nan,nan 47,nan,nan,nan,nan,nan,nan,208.52248,9.3044066e-05,nan,nan 48,nan,nan,nan,nan,nan,nan,204.21298,9.222418e-05,nan,nan 49,nan,nan,nan,nan,nan,nan,208.05234,9.136267e-05,nan,nan 50,0.3993380464701052,0.36353084620620063,0.14226096626729232,0.60691657383801,0.5138607114080795,0.8927920960067792,195.6207,9.0460395e-05,0.48644987336607787,317.2067446165447 51,nan,nan,nan,nan,nan,nan,206.09535,8.951824e-05,nan,nan 52,nan,nan,nan,nan,nan,nan,207.43784,8.8537134e-05,nan,nan 53,nan,nan,nan,nan,nan,nan,197.20926,8.751805e-05,nan,nan 54,nan,nan,nan,nan,nan,nan,204.50708,8.646198e-05,nan,nan 55,nan,nan,nan,nan,nan,nan,207.37741,8.536998e-05,nan,nan 56,nan,nan,nan,nan,nan,nan,200.6551,8.4243125e-05,nan,nan 57,nan,nan,nan,nan,nan,nan,203.84816,8.308253e-05,nan,nan 58,nan,nan,nan,nan,nan,nan,201.51903,8.1889324e-05,nan,nan 59,nan,nan,nan,nan,nan,nan,194.85797,8.066471e-05,nan,nan 60,0.31257677735899325,0.3970968262029715,0.18988231405565079,0.4625863828755933,0.4867080340419086,0.8936195532095337,202.25204,7.9409874e-05,0.4570783146241085,319.6413554903827 61,nan,nan,nan,nan,nan,nan,199.23355,7.812607e-05,nan,nan 62,nan,nan,nan,nan,nan,nan,194.19339,7.681455e-05,nan,nan 63,nan,nan,nan,nan,nan,nan,194.97882,7.5476615e-05,nan,nan 64,nan,nan,nan,nan,nan,nan,188.1472,7.4113595e-05,nan,nan 65,nan,nan,nan,nan,nan,nan,193.06898,7.272683e-05,nan,nan 66,nan,nan,nan,nan,nan,nan,186.56215,7.131768e-05,nan,nan 67,nan,nan,nan,nan,nan,nan,195.73598,6.988754e-05,nan,nan 68,nan,nan,nan,nan,nan,nan,183.0018,6.8437825e-05,nan,nan 69,nan,nan,nan,nan,nan,nan,187.13293,6.696996e-05,nan,nan 70,0.30112035275468957,0.3904337709941385,0.22471861471861473,0.5816142191142191,0.4040192569229658,0.8906200046301774,188.89339,6.54854e-05,0.4654210365224675,318.07710633096815 71,nan,nan,nan,nan,nan,nan,195.28433,6.398561e-05,nan,nan 72,nan,nan,nan,nan,nan,nan,180.42696,6.247206e-05,nan,nan 73,nan,nan,nan,nan,nan,nan,184.65822,6.0946255e-05,nan,nan 74,nan,nan,nan,nan,nan,nan,190.51337,5.9409696e-05,nan,nan 75,nan,nan,nan,nan,nan,nan,187.65306,5.78639e-05,nan,nan 76,nan,nan,nan,nan,nan,nan,185.27214,5.6310397e-05,nan,nan 77,nan,nan,nan,nan,nan,nan,189.5593,5.475071e-05,nan,nan 78,nan,nan,nan,nan,nan,nan,175.81184,5.3186388e-05,nan,nan 79,nan,nan,nan,nan,nan,nan,183.65079,5.161897e-05,nan,nan 80,0.35350169002277937,0.38781704995626903,0.24371508379888268,0.5639230990835269,0.48393819469146804,0.9151275335163416,179.89272,5.005e-05,0.4913371085115446,330.22730187524724 81,nan,nan,nan,nan,nan,nan,185.3594,4.8481033e-05,nan,nan 82,nan,nan,nan,nan,nan,nan,182.41962,4.6913614e-05,nan,nan 83,nan,nan,nan,nan,nan,nan,179.74141,4.534929e-05,nan,nan 84,nan,nan,nan,nan,nan,nan,182.81155,4.3789605e-05,nan,nan 85,nan,nan,nan,nan,nan,nan,174.9697,4.22361e-05,nan,nan 86,nan,nan,nan,nan,nan,nan,171.06317,4.0690305e-05,nan,nan 87,nan,nan,nan,nan,nan,nan,178.72504,3.9153747e-05,nan,nan 88,nan,nan,nan,nan,nan,nan,171.77676,3.7627942e-05,nan,nan 89,nan,nan,nan,nan,nan,nan,168.00166,3.6114394e-05,nan,nan 90,0.3946765995421565,0.4282156816575227,0.22762831084857316,0.5713438506475258,0.47725279125311515,0.9100999019821026,178.10959,3.46146e-05,0.5015361893218326,336.24263628223275 91,nan,nan,nan,nan,nan,nan,171.43564,3.3130043e-05,nan,nan 92,nan,nan,nan,nan,nan,nan,178.30696,3.166218e-05,nan,nan 93,nan,nan,nan,nan,nan,nan,171.6726,3.0212464e-05,nan,nan 94,nan,nan,nan,nan,nan,nan,171.02348,2.8782326e-05,nan,nan 95,nan,nan,nan,nan,nan,nan,169.32416,2.7373175e-05,nan,nan 96,nan,nan,nan,nan,nan,nan,173.51218,2.5986405e-05,nan,nan 97,nan,nan,nan,nan,nan,nan,162.2193,2.4623383e-05,nan,nan 98,nan,nan,nan,nan,nan,nan,170.00346,2.3285453e-05,nan,nan 99,nan,nan,nan,nan,nan,nan,163.33934,2.1973936e-05,nan,nan 100,0.31043800919577313,0.4220298378926242,0.22824424125197817,0.5882937626281446,0.5195220223756749,0.9217934098068834,163.81628,2.0690128e-05,0.4983868805251797,342.4933567288556 env: EPOCH=090 8. Evaluate retrained model !tao yolo_v4 evaluate -e $SPECS_DIR/yolo_v4_retrain_resnet18.txt \ -m $USER_EXPERIMENT_DIR/experiment_dir_retrain/weights/yolov4_resnet18_epoch_$EPOCH.tlt \ -k $KEY ​ # !tao yolo_v4 evaluate -e $SPECS_DIR/evaluate_with_another_dataset.txt \ # -m $USER_EXPERIMENT_DIR/experiment_dir_retrain/weights/yolov4_resnet18_epoch_$EPOCH.tlt \ # -k $KEY ​ 2023-03-16 10:29:38,911 [INFO] root: Registry: ['nvcr.io'] 2023-03-16 10:29:38,958 [INFO] tlt.components.instance_handler.local_instance: Running command in container: nvcr.io/nvidia/tao/tao-toolkit-tf:v3.22.05-tf1.15.5-py3 2023-03-16 10:29:38,994 [WARNING] tlt.components.docker_handler.docker_handler: Docker will run the commands as root. If you would like to retain your local host permissions, please add the "user":"UID:GID" in the DockerOptions portion of the "/home/algo/.tao_mounts.json" file. You can obtain your users UID and GID by using the "id -u" and "id -g" commands on the terminal. Using TensorFlow backend. Using TensorFlow backend. WARNING:tensorflow:Deprecation warnings have been disabled. Set TF_ENABLE_DEPRECATION_WARNINGS=1 to re-enable them. /usr/local/lib/python3.6/dist-packages/requests/__init__.py:91: RequestsDependencyWarning: urllib3 (1.26.5) or chardet (3.0.4) doesn't match a supported version! RequestsDependencyWarning) WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:95: The name tf.reset_default_graph is deprecated. Please use tf.compat.v1.reset_default_graph instead. 2023-03-16 08:29:43,867 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:95: The name tf.reset_default_graph is deprecated. Please use tf.compat.v1.reset_default_graph instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:98: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead. 2023-03-16 08:29:43,867 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:98: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:102: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead. 2023-03-16 08:29:43,868 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:102: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. 2023-03-16 08:29:46,270 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead. 2023-03-16 08:29:46,290 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:1834: The name tf.nn.fused_batch_norm is deprecated. Please use tf.compat.v1.nn.fused_batch_norm instead. 2023-03-16 08:29:46,302 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:1834: The name tf.nn.fused_batch_norm is deprecated. Please use tf.compat.v1.nn.fused_batch_norm instead. WARNING:tensorflow:From /opt/nvidia/third_party/keras/tensorflow_backend.py:183: The name tf.nn.max_pool is deprecated. Please use tf.nn.max_pool2d instead. 2023-03-16 08:29:46,816 [WARNING] tensorflow: From /opt/nvidia/third_party/keras/tensorflow_backend.py:183: The name tf.nn.max_pool is deprecated. Please use tf.nn.max_pool2d instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:2018: The name tf.image.resize_nearest_neighbor is deprecated. Please use tf.compat.v1.image.resize_nearest_neighbor instead. 2023-03-16 08:29:46,925 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:2018: The name tf.image.resize_nearest_neighbor is deprecated. Please use tf.compat.v1.image.resize_nearest_neighbor instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead. 2023-03-16 08:29:47,809 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:181: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. 2023-03-16 08:29:47,809 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:181: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:186: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. 2023-03-16 08:29:47,809 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:186: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead. 2023-03-16 08:29:48,163 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead. 2023-03-16 08:29:48,163 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead. 2023-03-16 08:29:48,563 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead. 2023-03-16 08:29:49,277 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead. WARNING:tensorflow:From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/losses/base_loss.py:40: The name tf.log is deprecated. Please use tf.math.log instead. 2023-03-16 08:29:49,323 [WARNING] tensorflow: From /root/.cache/bazel/_bazel_root/ed34e6d125608f91724fda23656f1726/execroot/ai_infra/bazel-out/k8-fastbuild/bin/magnet/packages/iva/build_wheel.runfiles/ai_infra/iva/common/losses/base_loss.py:40: The name tf.log is deprecated. Please use tf.math.log instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead. 2023-03-16 08:29:50,969 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead. WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead. 2023-03-16 08:29:51,916 [WARNING] tensorflow: From /usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead. __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== Input (InputLayer) (None, 3, 416, 768) 0 __________________________________________________________________________________________________ conv1 (Conv2D) (None, 64, 208, 384) 9408 Input[0][0] __________________________________________________________________________________________________ bn_conv1 (BatchNormalization) (None, 64, 208, 384) 256 conv1[0][0] __________________________________________________________________________________________________ activation_2 (Activation) (None, 64, 208, 384) 0 bn_conv1[0][0] __________________________________________________________________________________________________ block_1a_conv_1 (Conv2D) (None, 64, 104, 192) 36864 activation_2[0][0] __________________________________________________________________________________________________ block_1a_bn_1 (BatchNormalizati (None, 64, 104, 192) 256 block_1a_conv_1[0][0] __________________________________________________________________________________________________ block_1a_relu_1 (Activation) (None, 64, 104, 192) 0 block_1a_bn_1[0][0] __________________________________________________________________________________________________ block_1a_conv_2 (Conv2D) (None, 64, 104, 192) 36864 block_1a_relu_1[0][0] __________________________________________________________________________________________________ block_1a_conv_shortcut (Conv2D) (None, 64, 104, 192) 4096 activation_2[0][0] __________________________________________________________________________________________________ block_1a_bn_2 (BatchNormalizati (None, 64, 104, 192) 256 block_1a_conv_2[0][0] __________________________________________________________________________________________________ block_1a_bn_shortcut (BatchNorm (None, 64, 104, 192) 256 block_1a_conv_shortcut[0][0] __________________________________________________________________________________________________ add_9 (Add) (None, 64, 104, 192) 0 block_1a_bn_2[0][0] block_1a_bn_shortcut[0][0] __________________________________________________________________________________________________ block_1a_relu (Activation) (None, 64, 104, 192) 0 add_9[0][0] __________________________________________________________________________________________________ block_1b_conv_1 (Conv2D) (None, 64, 104, 192) 36864 block_1a_relu[0][0] __________________________________________________________________________________________________ block_1b_bn_1 (BatchNormalizati (None, 64, 104, 192) 256 block_1b_conv_1[0][0] __________________________________________________________________________________________________ block_1b_relu_1 (Activation) (None, 64, 104, 192) 0 block_1b_bn_1[0][0] __________________________________________________________________________________________________ block_1b_conv_2 (Conv2D) (None, 64, 104, 192) 36864 block_1b_relu_1[0][0] __________________________________________________________________________________________________ block_1b_conv_shortcut (Conv2D) (None, 64, 104, 192) 4096 block_1a_relu[0][0] __________________________________________________________________________________________________ block_1b_bn_2 (BatchNormalizati (None, 64, 104, 192) 256 block_1b_conv_2[0][0] __________________________________________________________________________________________________ block_1b_bn_shortcut (BatchNorm (None, 64, 104, 192) 256 block_1b_conv_shortcut[0][0] __________________________________________________________________________________________________ add_10 (Add) (None, 64, 104, 192) 0 block_1b_bn_2[0][0] block_1b_bn_shortcut[0][0] __________________________________________________________________________________________________ block_1b_relu (Activation) (None, 64, 104, 192) 0 add_10[0][0] __________________________________________________________________________________________________ block_2a_conv_1 (Conv2D) (None, 128, 52, 96) 73728 block_1b_relu[0][0] __________________________________________________________________________________________________ block_2a_bn_1 (BatchNormalizati (None, 128, 52, 96) 512 block_2a_conv_1[0][0] __________________________________________________________________________________________________ block_2a_relu_1 (Activation) (None, 128, 52, 96) 0 block_2a_bn_1[0][0] __________________________________________________________________________________________________ block_2a_conv_2 (Conv2D) (None, 128, 52, 96) 147456 block_2a_relu_1[0][0] __________________________________________________________________________________________________ block_2a_conv_shortcut (Conv2D) (None, 128, 52, 96) 8192 block_1b_relu[0][0] __________________________________________________________________________________________________ block_2a_bn_2 (BatchNormalizati (None, 128, 52, 96) 512 block_2a_conv_2[0][0] __________________________________________________________________________________________________ block_2a_bn_shortcut (BatchNorm (None, 128, 52, 96) 512 block_2a_conv_shortcut[0][0] __________________________________________________________________________________________________ add_11 (Add) (None, 128, 52, 96) 0 block_2a_bn_2[0][0] block_2a_bn_shortcut[0][0] __________________________________________________________________________________________________ block_2a_relu (Activation) (None, 128, 52, 96) 0 add_11[0][0] __________________________________________________________________________________________________ block_2b_conv_1 (Conv2D) (None, 128, 52, 96) 147456 block_2a_relu[0][0] __________________________________________________________________________________________________ block_2b_bn_1 (BatchNormalizati (None, 128, 52, 96) 512 block_2b_conv_1[0][0] __________________________________________________________________________________________________ block_2b_relu_1 (Activation) (None, 128, 52, 96) 0 block_2b_bn_1[0][0] __________________________________________________________________________________________________ block_2b_conv_2 (Conv2D) (None, 128, 52, 96) 147456 block_2b_relu_1[0][0] __________________________________________________________________________________________________ block_2b_conv_shortcut (Conv2D) (None, 128, 52, 96) 16384 block_2a_relu[0][0] __________________________________________________________________________________________________ block_2b_bn_2 (BatchNormalizati (None, 128, 52, 96) 512 block_2b_conv_2[0][0] __________________________________________________________________________________________________ block_2b_bn_shortcut (BatchNorm (None, 128, 52, 96) 512 block_2b_conv_shortcut[0][0] __________________________________________________________________________________________________ add_12 (Add) (None, 128, 52, 96) 0 block_2b_bn_2[0][0] block_2b_bn_shortcut[0][0] __________________________________________________________________________________________________ block_2b_relu (Activation) (None, 128, 52, 96) 0 add_12[0][0] __________________________________________________________________________________________________ block_3a_conv_1 (Conv2D) (None, 256, 26, 48) 294912 block_2b_relu[0][0] __________________________________________________________________________________________________ block_3a_bn_1 (BatchNormalizati (None, 256, 26, 48) 1024 block_3a_conv_1[0][0] __________________________________________________________________________________________________ block_3a_relu_1 (Activation) (None, 256, 26, 48) 0 block_3a_bn_1[0][0] __________________________________________________________________________________________________ block_3a_conv_2 (Conv2D) (None, 256, 26, 48) 589824 block_3a_relu_1[0][0] __________________________________________________________________________________________________ block_3a_conv_shortcut (Conv2D) (None, 256, 26, 48) 32768 block_2b_relu[0][0] __________________________________________________________________________________________________ block_3a_bn_2 (BatchNormalizati (None, 256, 26, 48) 1024 block_3a_conv_2[0][0] __________________________________________________________________________________________________ block_3a_bn_shortcut (BatchNorm (None, 256, 26, 48) 1024 block_3a_conv_shortcut[0][0] __________________________________________________________________________________________________ add_13 (Add) (None, 256, 26, 48) 0 block_3a_bn_2[0][0] block_3a_bn_shortcut[0][0] __________________________________________________________________________________________________ block_3a_relu (Activation) (None, 256, 26, 48) 0 add_13[0][0] __________________________________________________________________________________________________ block_3b_conv_1 (Conv2D) (None, 256, 26, 48) 589824 block_3a_relu[0][0] __________________________________________________________________________________________________ block_3b_bn_1 (BatchNormalizati (None, 256, 26, 48) 1024 block_3b_conv_1[0][0] __________________________________________________________________________________________________ block_3b_relu_1 (Activation) (None, 256, 26, 48) 0 block_3b_bn_1[0][0] __________________________________________________________________________________________________ block_3b_conv_2 (Conv2D) (None, 256, 26, 48) 589824 block_3b_relu_1[0][0] __________________________________________________________________________________________________ block_3b_conv_shortcut (Conv2D) (None, 256, 26, 48) 65536 block_3a_relu[0][0] __________________________________________________________________________________________________ block_3b_bn_2 (BatchNormalizati (None, 256, 26, 48) 1024 block_3b_conv_2[0][0] __________________________________________________________________________________________________ block_3b_bn_shortcut (BatchNorm (None, 256, 26, 48) 1024 block_3b_conv_shortcut[0][0] __________________________________________________________________________________________________ add_14 (Add) (None, 256, 26, 48) 0 block_3b_bn_2[0][0] block_3b_bn_shortcut[0][0] __________________________________________________________________________________________________ block_3b_relu (Activation) (None, 256, 26, 48) 0 add_14[0][0] __________________________________________________________________________________________________ block_4a_conv_1 (Conv2D) (None, 512, 26, 48) 1179648 block_3b_relu[0][0] __________________________________________________________________________________________________ block_4a_bn_1 (BatchNormalizati (None, 512, 26, 48) 2048 block_4a_conv_1[0][0] __________________________________________________________________________________________________ block_4a_relu_1 (Activation) (None, 512, 26, 48) 0 block_4a_bn_1[0][0] __________________________________________________________________________________________________ block_4a_conv_2 (Conv2D) (None, 512, 26, 48) 2359296 block_4a_relu_1[0][0] __________________________________________________________________________________________________ block_4a_conv_shortcut (Conv2D) (None, 512, 26, 48) 131072 block_3b_relu[0][0] __________________________________________________________________________________________________ block_4a_bn_2 (BatchNormalizati (None, 512, 26, 48) 2048 block_4a_conv_2[0][0] __________________________________________________________________________________________________ block_4a_bn_shortcut (BatchNorm (None, 512, 26, 48) 2048 block_4a_conv_shortcut[0][0] __________________________________________________________________________________________________ add_15 (Add) (None, 512, 26, 48) 0 block_4a_bn_2[0][0] block_4a_bn_shortcut[0][0] __________________________________________________________________________________________________ block_4a_relu (Activation) (None, 512, 26, 48) 0 add_15[0][0] __________________________________________________________________________________________________ block_4b_conv_1 (Conv2D) (None, 504, 26, 48) 2322432 block_4a_relu[0][0] __________________________________________________________________________________________________ block_4b_bn_1 (BatchNormalizati (None, 504, 26, 48) 2016 block_4b_conv_1[0][0] __________________________________________________________________________________________________ block_4b_relu_1 (Activation) (None, 504, 26, 48) 0 block_4b_bn_1[0][0] __________________________________________________________________________________________________ block_4b_conv_2 (Conv2D) (None, 512, 26, 48) 2322432 block_4b_relu_1[0][0] __________________________________________________________________________________________________ block_4b_conv_shortcut (Conv2D) (None, 512, 26, 48) 262144 block_4a_relu[0][0] __________________________________________________________________________________________________ block_4b_bn_2 (BatchNormalizati (None, 512, 26, 48) 2048 block_4b_conv_2[0][0] __________________________________________________________________________________________________ block_4b_bn_shortcut (BatchNorm (None, 512, 26, 48) 2048 block_4b_conv_shortcut[0][0] __________________________________________________________________________________________________ add_16 (Add) (None, 512, 26, 48) 0 block_4b_bn_2[0][0] block_4b_bn_shortcut[0][0] __________________________________________________________________________________________________ block_4b_relu (Activation) (None, 512, 26, 48) 0 add_16[0][0] __________________________________________________________________________________________________ yolo_neck_1 (Conv2D) (None, 512, 26, 48) 262144 block_4b_relu[0][0] __________________________________________________________________________________________________ yolo_neck_1_bn (BatchNormalizat (None, 512, 26, 48) 2048 yolo_neck_1[0][0] __________________________________________________________________________________________________ yolo_neck_1_lrelu (LeakyReLU) (None, 512, 26, 48) 0 yolo_neck_1_bn[0][0] __________________________________________________________________________________________________ yolo_neck_2 (Conv2D) (None, 1024, 26, 48) 4718592 yolo_neck_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_neck_2_bn (BatchNormalizat (None, 1024, 26, 48) 4096 yolo_neck_2[0][0] __________________________________________________________________________________________________ yolo_neck_2_lrelu (LeakyReLU) (None, 1024, 26, 48) 0 yolo_neck_2_bn[0][0] __________________________________________________________________________________________________ yolo_neck_3 (Conv2D) (None, 512, 26, 48) 524288 yolo_neck_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_neck_3_bn (BatchNormalizat (None, 512, 26, 48) 2048 yolo_neck_3[0][0] __________________________________________________________________________________________________ yolo_neck_3_lrelu (LeakyReLU) (None, 512, 26, 48) 0 yolo_neck_3_bn[0][0] __________________________________________________________________________________________________ yolo_spp_pool_1 (MaxPooling2D) (None, 512, 26, 48) 0 yolo_neck_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_spp_pool_2 (MaxPooling2D) (None, 512, 26, 48) 0 yolo_neck_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_spp_pool_3 (MaxPooling2D) (None, 512, 26, 48) 0 yolo_neck_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_spp_concat (Concatenate) (None, 2048, 26, 48) 0 yolo_spp_pool_1[0][0] yolo_spp_pool_2[0][0] yolo_spp_pool_3[0][0] yolo_neck_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_spp_conv (Conv2D) (None, 512, 26, 48) 1048576 yolo_spp_concat[0][0] __________________________________________________________________________________________________ yolo_spp_conv_bn (BatchNormaliz (None, 512, 26, 48) 2048 yolo_spp_conv[0][0] __________________________________________________________________________________________________ yolo_spp_conv_lrelu (LeakyReLU) (None, 512, 26, 48) 0 yolo_spp_conv_bn[0][0] __________________________________________________________________________________________________ yolo_expand_conv1 (Conv2D) (None, 512, 13, 24) 2359296 yolo_spp_conv_lrelu[0][0] __________________________________________________________________________________________________ yolo_expand_conv1_bn (BatchNorm (None, 512, 13, 24) 2048 yolo_expand_conv1[0][0] __________________________________________________________________________________________________ yolo_expand_conv1_lrelu (LeakyR (None, 512, 13, 24) 0 yolo_expand_conv1_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_2 (Conv2D) (None, 512, 13, 24) 2359296 yolo_expand_conv1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_2_bn (BatchNormaliza (None, 512, 13, 24) 2048 yolo_conv1_2[0][0] __________________________________________________________________________________________________ yolo_conv1_2_lrelu (LeakyReLU) (None, 512, 13, 24) 0 yolo_conv1_2_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_3 (Conv2D) (None, 256, 13, 24) 131072 yolo_conv1_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_3_bn (BatchNormaliza (None, 256, 13, 24) 1024 yolo_conv1_3[0][0] __________________________________________________________________________________________________ yolo_conv1_3_lrelu (LeakyReLU) (None, 256, 13, 24) 0 yolo_conv1_3_bn[0][0] __________________________________________________________________________________________________ yolo_conv2 (Conv2D) (None, 128, 13, 24) 32768 yolo_conv1_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv2_bn (BatchNormalizati (None, 128, 13, 24) 512 yolo_conv2[0][0] __________________________________________________________________________________________________ yolo_x_branch (Conv2D) (None, 128, 26, 48) 32768 block_3b_relu[0][0] __________________________________________________________________________________________________ yolo_conv2_lrelu (LeakyReLU) (None, 128, 13, 24) 0 yolo_conv2_bn[0][0] __________________________________________________________________________________________________ yolo_x_branch_bn (BatchNormaliz (None, 128, 26, 48) 512 yolo_x_branch[0][0] __________________________________________________________________________________________________ upsample0 (UpSampling2D) (None, 128, 26, 48) 0 yolo_conv2_lrelu[0][0] __________________________________________________________________________________________________ yolo_x_branch_lrelu (LeakyReLU) (None, 128, 26, 48) 0 yolo_x_branch_bn[0][0] __________________________________________________________________________________________________ concatenate_5 (Concatenate) (None, 256, 26, 48) 0 upsample0[0][0] yolo_x_branch_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_1 (Conv2D) (None, 128, 26, 48) 32768 concatenate_5[0][0] __________________________________________________________________________________________________ yolo_conv3_1_bn (BatchNormaliza (None, 128, 26, 48) 512 yolo_conv3_1[0][0] __________________________________________________________________________________________________ yolo_conv3_1_lrelu (LeakyReLU) (None, 128, 26, 48) 0 yolo_conv3_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_2 (Conv2D) (None, 256, 26, 48) 294912 yolo_conv3_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_2_bn (BatchNormaliza (None, 256, 26, 48) 1024 yolo_conv3_2[0][0] __________________________________________________________________________________________________ yolo_conv3_2_lrelu (LeakyReLU) (None, 256, 26, 48) 0 yolo_conv3_2_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_3 (Conv2D) (None, 128, 26, 48) 32768 yolo_conv3_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_3_bn (BatchNormaliza (None, 128, 26, 48) 512 yolo_conv3_3[0][0] __________________________________________________________________________________________________ yolo_conv3_3_lrelu (LeakyReLU) (None, 128, 26, 48) 0 yolo_conv3_3_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_4 (Conv2D) (None, 256, 26, 48) 294912 yolo_conv3_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_4_bn (BatchNormaliza (None, 256, 26, 48) 1024 yolo_conv3_4[0][0] __________________________________________________________________________________________________ yolo_conv3_4_lrelu (LeakyReLU) (None, 256, 26, 48) 0 yolo_conv3_4_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_5 (Conv2D) (None, 128, 26, 48) 32768 yolo_conv3_4_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_5_bn (BatchNormaliza (None, 128, 26, 48) 512 yolo_conv3_5[0][0] __________________________________________________________________________________________________ yolo_conv3_5_lrelu (LeakyReLU) (None, 128, 26, 48) 0 yolo_conv3_5_bn[0][0] __________________________________________________________________________________________________ yolo_conv4 (Conv2D) (None, 64, 26, 48) 8192 yolo_conv3_5_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv4_bn (BatchNormalizati (None, 64, 26, 48) 256 yolo_conv4[0][0] __________________________________________________________________________________________________ yolo_x_branch_2 (Conv2D) (None, 64, 52, 96) 8192 block_2b_relu[0][0] __________________________________________________________________________________________________ yolo_conv4_lrelu (LeakyReLU) (None, 64, 26, 48) 0 yolo_conv4_bn[0][0] __________________________________________________________________________________________________ yolo_x_branch_2_bn (BatchNormal (None, 64, 52, 96) 256 yolo_x_branch_2[0][0] __________________________________________________________________________________________________ upsample1 (UpSampling2D) (None, 64, 52, 96) 0 yolo_conv4_lrelu[0][0] __________________________________________________________________________________________________ yolo_x_branch_2_lrelu (LeakyReL (None, 64, 52, 96) 0 yolo_x_branch_2_bn[0][0] __________________________________________________________________________________________________ concatenate_6 (Concatenate) (None, 128, 52, 96) 0 upsample1[0][0] yolo_x_branch_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_1 (Conv2D) (None, 64, 52, 96) 8192 concatenate_6[0][0] __________________________________________________________________________________________________ yolo_conv5_1_bn (BatchNormaliza (None, 64, 52, 96) 256 yolo_conv5_1[0][0] __________________________________________________________________________________________________ yolo_conv5_1_lrelu (LeakyReLU) (None, 64, 52, 96) 0 yolo_conv5_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_2 (Conv2D) (None, 128, 52, 96) 73728 yolo_conv5_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_2_bn (BatchNormaliza (None, 128, 52, 96) 512 yolo_conv5_2[0][0] __________________________________________________________________________________________________ yolo_conv5_2_lrelu (LeakyReLU) (None, 128, 52, 96) 0 yolo_conv5_2_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_3 (Conv2D) (None, 64, 52, 96) 8192 yolo_conv5_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_3_bn (BatchNormaliza (None, 64, 52, 96) 256 yolo_conv5_3[0][0] __________________________________________________________________________________________________ yolo_conv5_3_lrelu (LeakyReLU) (None, 64, 52, 96) 0 yolo_conv5_3_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_4 (Conv2D) (None, 128, 52, 96) 73728 yolo_conv5_3_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_4_bn (BatchNormaliza (None, 128, 52, 96) 512 yolo_conv5_4[0][0] __________________________________________________________________________________________________ yolo_conv5_4_lrelu (LeakyReLU) (None, 128, 52, 96) 0 yolo_conv5_4_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_5 (Conv2D) (None, 64, 52, 96) 8192 yolo_conv5_4_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_5_bn (BatchNormaliza (None, 64, 52, 96) 256 yolo_conv5_5[0][0] __________________________________________________________________________________________________ yolo_conv5_5_lrelu (LeakyReLU) (None, 64, 52, 96) 0 yolo_conv5_5_bn[0][0] __________________________________________________________________________________________________ yolo_sm_branch_conv (Conv2D) (None, 128, 26, 48) 73728 yolo_conv5_5_lrelu[0][0] __________________________________________________________________________________________________ yolo_sm_branch_conv_bn (BatchNo (None, 128, 26, 48) 512 yolo_sm_branch_conv[0][0] __________________________________________________________________________________________________ yolo_sm_branch_conv_lrelu (Leak (None, 128, 26, 48) 0 yolo_sm_branch_conv_bn[0][0] __________________________________________________________________________________________________ concatenate_7 (Concatenate) (None, 256, 26, 48) 0 yolo_conv3_5_lrelu[0][0] yolo_sm_branch_conv_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1 (Conv2D) (None, 128, 26, 48) 32768 concatenate_7[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_bn (BatchNormali (None, 128, 26, 48) 512 yolo_conv3_5_1[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_lrelu (LeakyReLU (None, 128, 26, 48) 0 yolo_conv3_5_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_4_2 (Conv2D) (None, 256, 26, 48) 294912 yolo_conv3_5_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_4_2_bn (BatchNormali (None, 256, 26, 48) 1024 yolo_conv3_4_2[0][0] __________________________________________________________________________________________________ yolo_conv3_4_2_lrelu (LeakyReLU (None, 256, 26, 48) 0 yolo_conv3_4_2_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_1 (Conv2D) (None, 128, 26, 48) 32768 yolo_conv3_4_2_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_1_bn (BatchNorma (None, 128, 26, 48) 512 yolo_conv3_5_1_1[0][0] __________________________________________________________________________________________________ yolo_conv3_5_1_1_lrelu (LeakyRe (None, 128, 26, 48) 0 yolo_conv3_5_1_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv3_6 (Conv2D) (None, 256, 26, 48) 294912 yolo_conv3_5_1_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv3_6_bn (BatchNormaliza (None, 256, 26, 48) 1024 yolo_conv3_6[0][0] __________________________________________________________________________________________________ yolo_conv3_6_lrelu (LeakyReLU) (None, 256, 26, 48) 0 yolo_conv3_6_bn[0][0] __________________________________________________________________________________________________ md_leaky_conv512 (Conv2D) (None, 256, 26, 48) 65536 yolo_conv3_6_lrelu[0][0] __________________________________________________________________________________________________ md_leaky_conv512_bn (BatchNorma (None, 256, 26, 48) 1024 md_leaky_conv512[0][0] __________________________________________________________________________________________________ md_leaky_conv512_lrelu (LeakyRe (None, 256, 26, 48) 0 md_leaky_conv512_bn[0][0] __________________________________________________________________________________________________ md_leaky_conv512_down (Conv2D) (None, 512, 13, 24) 1179648 md_leaky_conv512_lrelu[0][0] __________________________________________________________________________________________________ md_leaky_conv512_down_bn (Batch (None, 512, 13, 24) 2048 md_leaky_conv512_down[0][0] __________________________________________________________________________________________________ md_leaky_conv512_down_lrelu (Le (None, 512, 13, 24) 0 md_leaky_conv512_down_bn[0][0] __________________________________________________________________________________________________ concatenate_8 (Concatenate) (None, 640, 13, 24) 0 yolo_conv2_lrelu[0][0] md_leaky_conv512_down_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_3_1 (Conv2D) (None, 256, 13, 24) 163840 concatenate_8[0][0] __________________________________________________________________________________________________ yolo_conv1_3_1_bn (BatchNormali (None, 256, 13, 24) 1024 yolo_conv1_3_1[0][0] __________________________________________________________________________________________________ yolo_conv1_3_1_lrelu (LeakyReLU (None, 256, 13, 24) 0 yolo_conv1_3_1_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_4 (Conv2D) (None, 512, 13, 24) 1179648 yolo_conv1_3_1_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_4_bn (BatchNormaliza (None, 512, 13, 24) 2048 yolo_conv1_4[0][0] __________________________________________________________________________________________________ yolo_conv1_4_lrelu (LeakyReLU) (None, 512, 13, 24) 0 yolo_conv1_4_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_5 (Conv2D) (None, 256, 13, 24) 131072 yolo_conv1_4_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_5_bn (BatchNormaliza (None, 256, 13, 24) 1024 yolo_conv1_5[0][0] __________________________________________________________________________________________________ yolo_conv1_5_lrelu (LeakyReLU) (None, 256, 13, 24) 0 yolo_conv1_5_bn[0][0] __________________________________________________________________________________________________ yolo_conv1_6 (Conv2D) (None, 512, 13, 24) 1179648 yolo_conv1_5_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv1_6_bn (BatchNormaliza (None, 512, 13, 24) 2048 yolo_conv1_6[0][0] __________________________________________________________________________________________________ yolo_conv1_6_lrelu (LeakyReLU) (None, 512, 13, 24) 0 yolo_conv1_6_bn[0][0] __________________________________________________________________________________________________ bg_leaky_conv512 (Conv2D) (None, 512, 13, 24) 262144 yolo_conv1_6_lrelu[0][0] __________________________________________________________________________________________________ bg_leaky_conv512_bn (BatchNorma (None, 512, 13, 24) 2048 bg_leaky_conv512[0][0] __________________________________________________________________________________________________ bg_leaky_conv512_lrelu (LeakyRe (None, 512, 13, 24) 0 bg_leaky_conv512_bn[0][0] __________________________________________________________________________________________________ bg_leaky_conv1024 (Conv2D) (None, 1024, 13, 24) 4718592 bg_leaky_conv512_lrelu[0][0] __________________________________________________________________________________________________ md_leaky_conv1024 (Conv2D) (None, 512, 26, 48) 1179648 md_leaky_conv512_lrelu[0][0] __________________________________________________________________________________________________ yolo_conv5_6 (Conv2D) (None, 128, 52, 96) 73728 yolo_conv5_5_lrelu[0][0] __________________________________________________________________________________________________ bg_leaky_conv1024_bn (BatchNorm (None, 1024, 13, 24) 4096 bg_leaky_conv1024[0][0] __________________________________________________________________________________________________ md_leaky_conv1024_bn (BatchNorm (None, 512, 26, 48) 2048 md_leaky_conv1024[0][0] __________________________________________________________________________________________________ yolo_conv5_6_bn (BatchNormaliza (None, 128, 52, 96) 512 yolo_conv5_6[0][0] __________________________________________________________________________________________________ bg_leaky_conv1024_lrelu (LeakyR (None, 1024, 13, 24) 0 bg_leaky_conv1024_bn[0][0] __________________________________________________________________________________________________ md_leaky_conv1024_lrelu (LeakyR (None, 512, 26, 48) 0 md_leaky_conv1024_bn[0][0] __________________________________________________________________________________________________ yolo_conv5_6_lrelu (LeakyReLU) (None, 128, 52, 96) 0 yolo_conv5_6_bn[0][0] __________________________________________________________________________________________________ conv_big_object (Conv2D) (None, 33, 13, 24) 33825 bg_leaky_conv1024_lrelu[0][0] __________________________________________________________________________________________________ conv_mid_object (Conv2D) (None, 33, 26, 48) 16929 md_leaky_conv1024_lrelu[0][0] __________________________________________________________________________________________________ conv_sm_object (Conv2D) (None, 33, 52, 96) 4257 yolo_conv5_6_lrelu[0][0] __________________________________________________________________________________________________ bg_permute (Permute) (None, 13, 24, 33) 0 conv_big_object[0][0] __________________________________________________________________________________________________ md_permute (Permute) (None, 26, 48, 33) 0 conv_mid_object[0][0] __________________________________________________________________________________________________ sm_permute (Permute) (None, 52, 96, 33) 0 conv_sm_object[0][0] __________________________________________________________________________________________________ bg_reshape (Reshape) (None, 936, 11) 0 bg_permute[0][0] __________________________________________________________________________________________________ md_reshape (Reshape) (None, 3744, 11) 0 md_permute[0][0] __________________________________________________________________________________________________ sm_reshape (Reshape) (None, 14976, 11) 0 sm_permute[0][0] __________________________________________________________________________________________________ bg_anchor (YOLOAnchorBox) (None, 936, 6) 0 conv_big_object[0][0] __________________________________________________________________________________________________ bg_bbox_processor (BBoxPostProc (None, 936, 11) 0 bg_reshape[0][0] __________________________________________________________________________________________________ md_anchor (YOLOAnchorBox) (None, 3744, 6) 0 conv_mid_object[0][0] __________________________________________________________________________________________________ md_bbox_processor (BBoxPostProc (None, 3744, 11) 0 md_reshape[0][0] __________________________________________________________________________________________________ sm_anchor (YOLOAnchorBox) (None, 14976, 6) 0 conv_sm_object[0][0] __________________________________________________________________________________________________ sm_bbox_processor (BBoxPostProc (None, 14976, 11) 0 sm_reshape[0][0] __________________________________________________________________________________________________ encoded_bg (Concatenate) (None, 936, 17) 0 bg_anchor[0][0] bg_bbox_processor[0][0] __________________________________________________________________________________________________ encoded_md (Concatenate) (None, 3744, 17) 0 md_anchor[0][0] md_bbox_processor[0][0] __________________________________________________________________________________________________ encoded_sm (Concatenate) (None, 14976, 17) 0 sm_anchor[0][0] sm_bbox_processor[0][0] __________________________________________________________________________________________________ encoded_detections (Concatenate (None, 19656, 17) 0 encoded_bg[0][0] encoded_md[0][0] encoded_sm[0][0] __________________________________________________________________________________________________ decoded_predictions (YOLOv4Deco (None, 19656, 10) 0 encoded_detections[0][0] __________________________________________________________________________________________________ NMS (NMSLayer) (None, 200, 6) 0 decoded_predictions[0][0] ================================================================================================== Total params: 34,775,427 Trainable params: 34,741,907 Non-trainable params: 33,520 __________________________________________________________________________________________________ Using TLT model for inference, setting batch size to the one in eval_config: 2 Producing predictions: 100%|████████████████████| 40/40 [00:07<00:00, 5.63it/s] 2023-03-16 08:30:04,358 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,358 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,359 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,359 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,359 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,359 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,359 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,359 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,359 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,360 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,361 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,361 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,363 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,363 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,363 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,363 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,363 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,363 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,363 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,364 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,364 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,364 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,364 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,364 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,364 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,364 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,364 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,366 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,367 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,367 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,368 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,369 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,369 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,369 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,369 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,369 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,369 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,369 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,371 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,372 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,372 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,372 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,372 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,372 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,372 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,373 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,373 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,377 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,378 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,379 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,379 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,379 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,379 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,380 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,381 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,381 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,383 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,383 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,383 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,383 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,383 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,383 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,383 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,384 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,384 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,384 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,384 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,386 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,386 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,386 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,386 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,386 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,387 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,389 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,390 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,390 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,390 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,390 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,390 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,390 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,391 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,394 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,394 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,394 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,394 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,394 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,394 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,394 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,394 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,395 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,395 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,395 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,395 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,395 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,396 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,397 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,398 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,398 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,398 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,398 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,399 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,400 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,400 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,401 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,402 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,402 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,402 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,402 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,402 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,402 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,402 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,402 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,403 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,403 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,403 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,403 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,404 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,404 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,404 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,404 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,404 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,404 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,405 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,405 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,405 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,405 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,406 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,406 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,406 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,406 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,406 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,407 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,408 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,408 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,408 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,408 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,409 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,410 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,411 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,411 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,411 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,411 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,411 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,411 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,411 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,411 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,412 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,412 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,412 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,412 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,412 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,412 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,412 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,413 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,413 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,413 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,413 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,413 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,413 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,413 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,413 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,414 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,417 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,417 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,417 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,418 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,418 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,418 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,418 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,418 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,419 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,421 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,422 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,422 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,422 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,422 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,422 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,422 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,422 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,460 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,461 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,462 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,462 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,462 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,462 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,462 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,462 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,462 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,463 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,463 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,463 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,463 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,463 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,463 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,463 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,464 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,464 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,464 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,464 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,464 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,464 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,464 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,464 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,465 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,465 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,465 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,465 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,466 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,466 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,466 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,466 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,466 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,466 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,466 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,466 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,467 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,468 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,469 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,469 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,469 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,471 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,472 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,473 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,473 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,473 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,473 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,473 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,473 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,473 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,474 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,474 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,474 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,474 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,475 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,476 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,477 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,477 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,477 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,478 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,478 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,479 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,482 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,483 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,483 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,484 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,485 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,485 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,485 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,486 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,487 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,487 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,487 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,487 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,487 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,487 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,487 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,490 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,491 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,492 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,493 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,493 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,494 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,495 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,495 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,495 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,495 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,495 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,495 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,496 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,496 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,496 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,498 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,498 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,499 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,500 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,501 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,502 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,503 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,504 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,505 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,507 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,508 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,509 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,510 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,510 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,511 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,511 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,512 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,513 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,513 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,513 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,513 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,513 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,514 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,514 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,514 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,514 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,514 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,514 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,514 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,514 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,517 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,518 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,519 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,521 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,521 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,521 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,521 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,521 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,522 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,523 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,524 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,524 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,524 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,524 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,524 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,525 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,527 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,528 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,529 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,530 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,530 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,531 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,534 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,535 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,537 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,538 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,539 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,540 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,541 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,541 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,541 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,541 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,541 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,541 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,541 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,541 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,542 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,542 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,545 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,545 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,545 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,545 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,545 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,545 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,545 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,545 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,546 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,547 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,547 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,547 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,547 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,548 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,549 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,550 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,551 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,551 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,551 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,551 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,552 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,553 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,553 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,553 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,553 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,553 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,553 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,553 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,553 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,554 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,554 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,554 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,558 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,559 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,560 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,561 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,562 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,563 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,564 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,564 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,564 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,564 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,564 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,565 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,566 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,567 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,568 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,570 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,571 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,572 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,573 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,573 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,573 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,574 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,574 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,575 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,575 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,575 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,575 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,577 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,577 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,577 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,577 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,577 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,577 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,577 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,577 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,578 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,578 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,578 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,578 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,579 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,579 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,580 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. 2023-03-16 08:30:04,581 [WARNING] iva.common.evaluator.ap_evaluator: Got label marked as difficult(occlusion > 0), please set occlusion field in KITTI label to 0, if you want to include it in mAP calculation during validation/evaluation. Start to calculate AP for each class ******************************* branch AP 0.39468 branchmainref AP 0.42822 branchsecondaryrefAP 0.22763 tomato1 AP 0.57134 tomato2 AP 0.47716 tomato3 AP 0.9101 mAP 0.50152 ******************************* 2023-03-16 10:30:06,213 [INFO] tlt.components.docker_handler.docker_handler: Stopping container.