I0511 17:31:58.265828 58 caffe.cpp:680] This is NVCaffe 0.17.0 started at Tue May 11 17:31:54 2021 I0511 17:31:58.265956 58 caffe.cpp:682] CuDNN version: 7102 I0511 17:31:58.265960 58 caffe.cpp:683] CuBLAS version: 9000 I0511 17:31:58.265962 58 caffe.cpp:684] CUDA version: 9000 I0511 17:31:58.265964 58 caffe.cpp:685] CUDA driver version: 11030 I0511 17:31:58.265969 58 caffe.cpp:686] Arguments: [0]: /usr/local/bin/caffe [1]: train [2]: --solver=/workspace/jobs/20210511-173152-f189/solver.prototxt [3]: --gpu=0 I0511 17:31:58.382603 58 upgrade_proto.cpp:1044] Attempting to upgrade input file specified using deprecated 'solver_type' field (enum)': /workspace/jobs/20210511-173152-f189/solver.prototxt I0511 17:31:58.382627 58 upgrade_proto.cpp:1051] Successfully upgraded file specified using deprecated 'solver_type' field (enum) to 'type' field (string). W0511 17:31:58.382630 58 upgrade_proto.cpp:1053] Note that future Caffe releases will only support 'type' field (string) for a solver's type. I0511 17:31:58.390556 58 gpu_memory.cpp:105] GPUMemory::Manager initialized I0511 17:31:58.390761 58 gpu_memory.cpp:107] Total memory: 8366784512, Free: 7483883520, dev_info[0]: total=8366784512 free=7483883520 I0511 17:31:58.390765 58 caffe.cpp:222] Using GPUs 0 I0511 17:31:58.390897 58 caffe.cpp:226] GPU 0: NVIDIA GeForce RTX 2070 SUPER I0511 17:31:58.390944 58 solver.cpp:40] Solver data type: FLOAT I0511 17:31:58.492264 58 solver.cpp:43] Initializing solver from parameters: test_iter: 394 test_interval: 386 base_lr: 2.5e-05 display: 48 max_iter: 11580 lr_policy: "exp" gamma: 0.999913216 momentum: 0.9 weight_decay: 2.5e-07 snapshot: 3860 snapshot_prefix: "snapshot" solver_mode: GPU device_id: 0 net: "train_val.prototxt" train_state { level: 0 stage: "" } iter_size: 2 type: "Adam" I0511 17:31:58.492347 58 solver.cpp:84] Creating training net from net file: train_val.prototxt I0511 17:31:58.493649 58 net.cpp:456] The NetState phase (0) differed from the phase (1) specified by a rule in layer val_data I0511 17:31:58.493654 58 net.cpp:456] The NetState phase (0) differed from the phase (1) specified by a rule in layer val_label I0511 17:31:58.493659 58 net.cpp:456] The NetState phase (0) differed from the phase (1) specified by a rule in layer val_transform I0511 17:31:58.493702 58 net.cpp:456] The NetState phase (0) differed from the phase (1) specified by a rule in layer cluster I0511 17:31:58.493705 58 net.cpp:456] The NetState phase (0) differed from the phase (1) specified by a rule in layer cluster_gt I0511 17:31:58.493706 58 net.cpp:456] The NetState phase (0) differed from the phase (1) specified by a rule in layer score I0511 17:31:58.493708 58 net.cpp:456] The NetState phase (0) differed from the phase (1) specified by a rule in layer mAP I0511 17:31:58.494290 58 net.cpp:79] Initializing net from parameters: state { phase: TRAIN level: 0 stage: "" } layer { name: "train_data" type: "Data" top: "data" include { phase: TRAIN } transform_param { mean_file: "/workspace/jobs/20210510-005243-4f0b/train_db/mean.binaryproto" } data_param { source: "/workspace/jobs/20210510-005243-4f0b/train_db/features" batch_size: 5 backend: LMDB } } layer { name: "train_label" type: "Data" top: "label" include { phase: TRAIN } data_param { source: "/workspace/jobs/20210510-005243-4f0b/train_db/labels" batch_size: 5 backend: LMDB } } layer { name: "train_transform" type: "DetectNetTransformation" bottom: "data" bottom: "label" top: "transformed_data" top: "transformed_label" include { phase: TRAIN } transform_param { mean_value: 127 } detectnet_groundtruth_param { stride: 16 scale_cvg: 0.4 gridbox_type: GRIDBOX_MIN min_cvg_len: 20 coverage_type: RECTANGULAR image_size_x: 640 image_size_y: 640 obj_norm: true crop_bboxes: false object_class { src: 1 dst: 0 } } detectnet_augmentation_param { crop_prob: 1 shift_x: 32 shift_y: 32 scale_prob: 0.4 scale_min: 0.8 scale_max: 1.2 flip_prob: 0.5 rotation_prob: 0 max_rotate_degree: 5 hue_rotation_prob: 0.8 hue_rotation: 30 desaturation_prob: 0.8 desaturation_max: 0.8 } } layer { name: "slice-label" type: "Slice" bottom: "transformed_label" top: "foreground-label" top: "bbox-label" top: "size-label" top: "obj-label" top: "coverage-label" slice_param { slice_dim: 1 slice_point: 1 slice_point: 5 slice_point: 7 slice_point: 8 } } layer { name: "coverage-block" type: "Concat" bottom: "foreground-label" bottom: "foreground-label" bottom: "foreground-label" bottom: "foreground-label" top: "coverage-block" concat_param { concat_dim: 1 } } layer { name: "size-block" type: "Concat" bottom: "size-label" bottom: "size-label" top: "size-block" concat_param { concat_dim: 1 } } layer { name: "obj-block" type: "Concat" bottom: "obj-label" bottom: "obj-label" bottom: "obj-label" bottom: "obj-label" top: "obj-block" concat_param { concat_dim: 1 } } layer { name: "bb-label-norm" type: "Eltwise" bottom: "bbox-label" bottom: "size-block" top: "bbox-label-norm" eltwise_param { operation: PROD } } layer { name: "bb-obj-norm" type: "Eltwise" bottom: "bbox-label-norm" bottom: "obj-block" top: "bbox-obj-label-norm" eltwise_param { operation: PROD } } layer { name: "conv1/7x7_s2" type: "Convolution" bottom: "transformed_data" top: "conv1/7x7_s2" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 pad: 3 kernel_size: 7 stride: 2 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "conv1/relu_7x7" type: "ReLU" bottom: "conv1/7x7_s2" top: "conv1/7x7_s2" } layer { name: "pool1/3x3_s2" type: "Pooling" bottom: "conv1/7x7_s2" top: "pool1/3x3_s2" pooling_param { pool: MAX kernel_size: 3 stride: 2 } } layer { name: "pool1/norm1" type: "LRN" bottom: "pool1/3x3_s2" top: "pool1/norm1" lrn_param { local_size: 5 alpha: 0.0001 beta: 0.75 } } layer { name: "conv2/3x3_reduce" type: "Convolution" bottom: "pool1/norm1" top: "conv2/3x3_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "conv2/relu_3x3_reduce" type: "ReLU" bottom: "conv2/3x3_reduce" top: "conv2/3x3_reduce" } layer { name: "conv2/3x3" type: "Convolution" bottom: "conv2/3x3_reduce" top: "conv2/3x3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 192 pad: 1 kernel_size: 3 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "conv2/relu_3x3" type: "ReLU" bottom: "conv2/3x3" top: "conv2/3x3" } layer { name: "conv2/norm2" type: "LRN" bottom: "conv2/3x3" top: "conv2/norm2" lrn_param { local_size: 5 alpha: 0.0001 beta: 0.75 } } layer { name: "pool2/3x3_s2" type: "Pooling" bottom: "conv2/norm2" top: "pool2/3x3_s2" pooling_param { pool: MAX kernel_size: 3 stride: 2 } } layer { name: "inception_3a/1x1" type: "Convolution" bottom: "pool2/3x3_s2" top: "inception_3a/1x1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 kernel_size: 1 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3a/relu_1x1" type: "ReLU" bottom: "inception_3a/1x1" top: "inception_3a/1x1" } layer { name: "inception_3a/3x3_reduce" type: "Convolution" bottom: "pool2/3x3_s2" top: "inception_3a/3x3_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 96 kernel_size: 1 weight_filler { type: "xavier" std: 0.09 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3a/relu_3x3_reduce" type: "ReLU" bottom: "inception_3a/3x3_reduce" top: "inception_3a/3x3_reduce" } layer { name: "inception_3a/3x3" type: "Convolution" bottom: "inception_3a/3x3_reduce" top: "inception_3a/3x3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 1 kernel_size: 3 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3a/relu_3x3" type: "ReLU" bottom: "inception_3a/3x3" top: "inception_3a/3x3" } layer { name: "inception_3a/5x5_reduce" type: "Convolution" bottom: "pool2/3x3_s2" top: "inception_3a/5x5_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 16 kernel_size: 1 weight_filler { type: "xavier" std: 0.2 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3a/relu_5x5_reduce" type: "ReLU" bottom: "inception_3a/5x5_reduce" top: "inception_3a/5x5_reduce" } layer { name: "inception_3a/5x5" type: "Convolution" bottom: "inception_3a/5x5_reduce" top: "inception_3a/5x5" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 32 pad: 2 kernel_size: 5 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3a/relu_5x5" type: "ReLU" bottom: "inception_3a/5x5" top: "inception_3a/5x5" } layer { name: "inception_3a/pool" type: "Pooling" bottom: "pool2/3x3_s2" top: "inception_3a/pool" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "inception_3a/pool_proj" type: "Convolution" bottom: "inception_3a/pool" top: "inception_3a/pool_proj" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 32 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3a/relu_pool_proj" type: "ReLU" bottom: "inception_3a/pool_proj" top: "inception_3a/pool_proj" } layer { name: "inception_3a/output" type: "Concat" bottom: "inception_3a/1x1" bottom: "inception_3a/3x3" bottom: "inception_3a/5x5" bottom: "inception_3a/pool_proj" top: "inception_3a/output" } layer { name: "inception_3b/1x1" type: "Convolution" bottom: "inception_3a/output" top: "inception_3b/1x1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 kernel_size: 1 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3b/relu_1x1" type: "ReLU" bottom: "inception_3b/1x1" top: "inception_3b/1x1" } layer { name: "inception_3b/3x3_reduce" type: "Convolution" bottom: "inception_3a/output" top: "inception_3b/3x3_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 kernel_size: 1 weight_filler { type: "xavier" std: 0.09 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3b/relu_3x3_reduce" type: "ReLU" bottom: "inception_3b/3x3_reduce" top: "inception_3b/3x3_reduce" } layer { name: "inception_3b/3x3" type: "Convolution" bottom: "inception_3b/3x3_reduce" top: "inception_3b/3x3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 192 pad: 1 kernel_size: 3 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3b/relu_3x3" type: "ReLU" bottom: "inception_3b/3x3" top: "inception_3b/3x3" } layer { name: "inception_3b/5x5_reduce" type: "Convolution" bottom: "inception_3a/output" top: "inception_3b/5x5_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 32 kernel_size: 1 weight_filler { type: "xavier" std: 0.2 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3b/relu_5x5_reduce" type: "ReLU" bottom: "inception_3b/5x5_reduce" top: "inception_3b/5x5_reduce" } layer { name: "inception_3b/5x5" type: "Convolution" bottom: "inception_3b/5x5_reduce" top: "inception_3b/5x5" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 96 pad: 2 kernel_size: 5 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3b/relu_5x5" type: "ReLU" bottom: "inception_3b/5x5" top: "inception_3b/5x5" } layer { name: "inception_3b/pool" type: "Pooling" bottom: "inception_3a/output" top: "inception_3b/pool" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "inception_3b/pool_proj" type: "Convolution" bottom: "inception_3b/pool" top: "inception_3b/pool_proj" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_3b/relu_pool_proj" type: "ReLU" bottom: "inception_3b/pool_proj" top: "inception_3b/pool_proj" } layer { name: "inception_3b/output" type: "Concat" bottom: "inception_3b/1x1" bottom: "inception_3b/3x3" bottom: "inception_3b/5x5" bottom: "inception_3b/pool_proj" top: "inception_3b/output" } layer { name: "pool3/3x3_s2" type: "Pooling" bottom: "inception_3b/output" top: "pool3/3x3_s2" pooling_param { pool: MAX kernel_size: 3 stride: 2 } } layer { name: "inception_4a/1x1" type: "Convolution" bottom: "pool3/3x3_s2" top: "inception_4a/1x1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 192 kernel_size: 1 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4a/relu_1x1" type: "ReLU" bottom: "inception_4a/1x1" top: "inception_4a/1x1" } layer { name: "inception_4a/3x3_reduce" type: "Convolution" bottom: "pool3/3x3_s2" top: "inception_4a/3x3_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 96 kernel_size: 1 weight_filler { type: "xavier" std: 0.09 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4a/relu_3x3_reduce" type: "ReLU" bottom: "inception_4a/3x3_reduce" top: "inception_4a/3x3_reduce" } layer { name: "inception_4a/3x3" type: "Convolution" bottom: "inception_4a/3x3_reduce" top: "inception_4a/3x3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 208 pad: 1 kernel_size: 3 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4a/relu_3x3" type: "ReLU" bottom: "inception_4a/3x3" top: "inception_4a/3x3" } layer { name: "inception_4a/5x5_reduce" type: "Convolution" bottom: "pool3/3x3_s2" top: "inception_4a/5x5_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 16 kernel_size: 1 weight_filler { type: "xavier" std: 0.2 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4a/relu_5x5_reduce" type: "ReLU" bottom: "inception_4a/5x5_reduce" top: "inception_4a/5x5_reduce" } layer { name: "inception_4a/5x5" type: "Convolution" bottom: "inception_4a/5x5_reduce" top: "inception_4a/5x5" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 48 pad: 2 kernel_size: 5 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4a/relu_5x5" type: "ReLU" bottom: "inception_4a/5x5" top: "inception_4a/5x5" } layer { name: "inception_4a/pool" type: "Pooling" bottom: "pool3/3x3_s2" top: "inception_4a/pool" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "inception_4a/pool_proj" type: "Convolution" bottom: "inception_4a/pool" top: "inception_4a/pool_proj" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4a/relu_pool_proj" type: "ReLU" bottom: "inception_4a/pool_proj" top: "inception_4a/pool_proj" } layer { name: "inception_4a/output" type: "Concat" bottom: "inception_4a/1x1" bottom: "inception_4a/3x3" bottom: "inception_4a/5x5" bottom: "inception_4a/pool_proj" top: "inception_4a/output" } layer { name: "inception_4b/1x1" type: "Convolution" bottom: "inception_4a/output" top: "inception_4b/1x1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 160 kernel_size: 1 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4b/relu_1x1" type: "ReLU" bottom: "inception_4b/1x1" top: "inception_4b/1x1" } layer { name: "inception_4b/3x3_reduce" type: "Convolution" bottom: "inception_4a/output" top: "inception_4b/3x3_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 112 kernel_size: 1 weight_filler { type: "xavier" std: 0.09 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4b/relu_3x3_reduce" type: "ReLU" bottom: "inception_4b/3x3_reduce" top: "inception_4b/3x3_reduce" } layer { name: "inception_4b/3x3" type: "Convolution" bottom: "inception_4b/3x3_reduce" top: "inception_4b/3x3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 224 pad: 1 kernel_size: 3 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4b/relu_3x3" type: "ReLU" bottom: "inception_4b/3x3" top: "inception_4b/3x3" } layer { name: "inception_4b/5x5_reduce" type: "Convolution" bottom: "inception_4a/output" top: "inception_4b/5x5_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 24 kernel_size: 1 weight_filler { type: "xavier" std: 0.2 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4b/relu_5x5_reduce" type: "ReLU" bottom: "inception_4b/5x5_reduce" top: "inception_4b/5x5_reduce" } layer { name: "inception_4b/5x5" type: "Convolution" bottom: "inception_4b/5x5_reduce" top: "inception_4b/5x5" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 pad: 2 kernel_size: 5 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4b/relu_5x5" type: "ReLU" bottom: "inception_4b/5x5" top: "inception_4b/5x5" } layer { name: "inception_4b/pool" type: "Pooling" bottom: "inception_4a/output" top: "inception_4b/pool" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "inception_4b/pool_proj" type: "Convolution" bottom: "inception_4b/pool" top: "inception_4b/pool_proj" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4b/relu_pool_proj" type: "ReLU" bottom: "inception_4b/pool_proj" top: "inception_4b/pool_proj" } layer { name: "inception_4b/output" type: "Concat" bottom: "inception_4b/1x1" bottom: "inception_4b/3x3" bottom: "inception_4b/5x5" bottom: "inception_4b/pool_proj" top: "inception_4b/output" } layer { name: "inception_4c/1x1" type: "Convolution" bottom: "inception_4b/output" top: "inception_4c/1x1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 kernel_size: 1 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4c/relu_1x1" type: "ReLU" bottom: "inception_4c/1x1" top: "inception_4c/1x1" } layer { name: "inception_4c/3x3_reduce" type: "Convolution" bottom: "inception_4b/output" top: "inception_4c/3x3_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 kernel_size: 1 weight_filler { type: "xavier" std: 0.09 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4c/relu_3x3_reduce" type: "ReLU" bottom: "inception_4c/3x3_reduce" top: "inception_4c/3x3_reduce" } layer { name: "inception_4c/3x3" type: "Convolution" bottom: "inception_4c/3x3_reduce" top: "inception_4c/3x3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 pad: 1 kernel_size: 3 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4c/relu_3x3" type: "ReLU" bottom: "inception_4c/3x3" top: "inception_4c/3x3" } layer { name: "inception_4c/5x5_reduce" type: "Convolution" bottom: "inception_4b/output" top: "inception_4c/5x5_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 24 kernel_size: 1 weight_filler { type: "xavier" std: 0.2 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4c/relu_5x5_reduce" type: "ReLU" bottom: "inception_4c/5x5_reduce" top: "inception_4c/5x5_reduce" } layer { name: "inception_4c/5x5" type: "Convolution" bottom: "inception_4c/5x5_reduce" top: "inception_4c/5x5" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 pad: 2 kernel_size: 5 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4c/relu_5x5" type: "ReLU" bottom: "inception_4c/5x5" top: "inception_4c/5x5" } layer { name: "inception_4c/pool" type: "Pooling" bottom: "inception_4b/output" top: "inception_4c/pool" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "inception_4c/pool_proj" type: "Convolution" bottom: "inception_4c/pool" top: "inception_4c/pool_proj" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4c/relu_pool_proj" type: "ReLU" bottom: "inception_4c/pool_proj" top: "inception_4c/pool_proj" } layer { name: "inception_4c/output" type: "Concat" bottom: "inception_4c/1x1" bottom: "inception_4c/3x3" bottom: "inception_4c/5x5" bottom: "inception_4c/pool_proj" top: "inception_4c/output" } layer { name: "inception_4d/1x1" type: "Convolution" bottom: "inception_4c/output" top: "inception_4d/1x1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 112 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4d/relu_1x1" type: "ReLU" bottom: "inception_4d/1x1" top: "inception_4d/1x1" } layer { name: "inception_4d/3x3_reduce" type: "Convolution" bottom: "inception_4c/output" top: "inception_4d/3x3_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 144 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4d/relu_3x3_reduce" type: "ReLU" bottom: "inception_4d/3x3_reduce" top: "inception_4d/3x3_reduce" } layer { name: "inception_4d/3x3" type: "Convolution" bottom: "inception_4d/3x3_reduce" top: "inception_4d/3x3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 288 pad: 1 kernel_size: 3 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4d/relu_3x3" type: "ReLU" bottom: "inception_4d/3x3" top: "inception_4d/3x3" } layer { name: "inception_4d/5x5_reduce" type: "Convolution" bottom: "inception_4c/output" top: "inception_4d/5x5_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 32 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4d/relu_5x5_reduce" type: "ReLU" bottom: "inception_4d/5x5_reduce" top: "inception_4d/5x5_reduce" } layer { name: "inception_4d/5x5" type: "Convolution" bottom: "inception_4d/5x5_reduce" top: "inception_4d/5x5" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 pad: 2 kernel_size: 5 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4d/relu_5x5" type: "ReLU" bottom: "inception_4d/5x5" top: "inception_4d/5x5" } layer { name: "inception_4d/pool" type: "Pooling" bottom: "inception_4c/output" top: "inception_4d/pool" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "inception_4d/pool_proj" type: "Convolution" bottom: "inception_4d/pool" top: "inception_4d/pool_proj" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 64 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4d/relu_pool_proj" type: "ReLU" bottom: "inception_4d/pool_proj" top: "inception_4d/pool_proj" } layer { name: "inception_4d/output" type: "Concat" bottom: "inception_4d/1x1" bottom: "inception_4d/3x3" bottom: "inception_4d/5x5" bottom: "inception_4d/pool_proj" top: "inception_4d/output" } layer { name: "inception_4e/1x1" type: "Convolution" bottom: "inception_4d/output" top: "inception_4e/1x1" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 256 kernel_size: 1 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4e/relu_1x1" type: "ReLU" bottom: "inception_4e/1x1" top: "inception_4e/1x1" } layer { name: "inception_4e/3x3_reduce" type: "Convolution" bottom: "inception_4d/output" top: "inception_4e/3x3_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 160 kernel_size: 1 weight_filler { type: "xavier" std: 0.09 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4e/relu_3x3_reduce" type: "ReLU" bottom: "inception_4e/3x3_reduce" top: "inception_4e/3x3_reduce" } layer { name: "inception_4e/3x3" type: "Convolution" bottom: "inception_4e/3x3_reduce" top: "inception_4e/3x3" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 320 pad: 1 kernel_size: 3 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4e/relu_3x3" type: "ReLU" bottom: "inception_4e/3x3" top: "inception_4e/3x3" } layer { name: "inception_4e/5x5_reduce" type: "Convolution" bottom: "inception_4d/output" top: "inception_4e/5x5_reduce" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 32 kernel_size: 1 weight_filler { type: "xavier" std: 0.2 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4e/relu_5x5_reduce" type: "ReLU" bottom: "inception_4e/5x5_reduce" top: "inception_4e/5x5_reduce" } layer { name: "inception_4e/5x5" type: "Convolution" bottom: "inception_4e/5x5_reduce" top: "inception_4e/5x5" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 pad: 2 kernel_size: 5 weight_filler { type: "xavier" std: 0.03 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4e/relu_5x5" type: "ReLU" bottom: "inception_4e/5x5" top: "inception_4e/5x5" } layer { name: "inception_4e/pool" type: "Pooling" bottom: "inception_4d/output" top: "inception_4e/pool" pooling_param { pool: MAX kernel_size: 3 stride: 1 pad: 1 } } layer { name: "inception_4e/pool_proj" type: "Convolution" bottom: "inception_4e/pool" top: "inception_4e/pool_proj" param { lr_mult: 1 decay_mult: 1 } param { lr_mult: 2 decay_mult: 0 } convolution_param { num_output: 128 kernel_size: 1 weight_filler { type: "xavier" std: 0.1 } bias_filler { type: "constant" value: 0.2 } } } layer { name: "inception_4e/relu_pool_proj" I0511 17:31:58.504719 58 net.cpp:109] Using FLOAT as default forward math type I0511 17:31:58.504734 58 net.cpp:115] Using FLOAT as default backward math type I0511 17:31:58.504739 58 layer_factory.hpp:172] Creating layer 'train_data' of type 'Data' I0511 17:31:58.504743 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.505122 58 internal_thread.cpp:19] Starting 1 internal thread(s) on device 0 I0511 17:31:58.505512 58 data_transformer.cpp:40] Loading mean file from: /workspace/jobs/20210510-005243-4f0b/train_db/mean.binaryproto I0511 17:31:58.505530 77 blocking_queue.cpp:40] Data layer prefetch queue empty I0511 17:31:58.583526 58 data_transformer.cpp:40] Loading mean file from: /workspace/jobs/20210510-005243-4f0b/train_db/mean.binaryproto I0511 17:31:58.609560 58 net.cpp:199] Created Layer train_data (0) I0511 17:31:58.609580 58 net.cpp:541] train_data -> data I0511 17:31:58.609609 58 data_reader.cpp:58] Sample Data Reader threads: 1, out queues: 1, depth: 5 I0511 17:31:58.609627 58 internal_thread.cpp:19] Starting 1 internal thread(s) on device 0 I0511 17:31:58.656688 78 db_lmdb.cpp:36] Opened lmdb /workspace/jobs/20210510-005243-4f0b/train_db/features I0511 17:31:58.733062 58 data_layer.cpp:199] [0] Output data size: 5, 3, 640, 640 I0511 17:31:58.733073 58 data_transformer.cpp:40] Loading mean file from: /workspace/jobs/20210510-005243-4f0b/train_db/mean.binaryproto I0511 17:31:58.758882 58 data_transformer.cpp:40] Loading mean file from: /workspace/jobs/20210510-005243-4f0b/train_db/mean.binaryproto I0511 17:31:58.784857 58 internal_thread.cpp:19] Starting 1 internal thread(s) on device 0 I0511 17:31:58.784935 58 net.cpp:259] Setting up train_data I0511 17:31:58.784955 58 net.cpp:266] TRAIN Top shape for layer 0 'train_data' 5 3 640 640 (6144000) I0511 17:31:58.785197 58 layer_factory.hpp:172] Creating layer 'train_label' of type 'Data' I0511 17:31:58.785204 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.785228 58 internal_thread.cpp:19] Starting 1 internal thread(s) on device 0 I0511 17:31:58.785259 58 net.cpp:199] Created Layer train_label (1) I0511 17:31:58.785264 58 net.cpp:541] train_label -> label I0511 17:31:58.785272 58 data_reader.cpp:58] Sample Data Reader threads: 1, out queues: 1, depth: 5 I0511 17:31:58.785279 58 internal_thread.cpp:19] Starting 1 internal thread(s) on device 0 I0511 17:31:58.820129 81 db_lmdb.cpp:36] Opened lmdb /workspace/jobs/20210510-005243-4f0b/train_db/labels I0511 17:31:58.827987 58 data_layer.cpp:199] [0] Output data size: 5, 1, 52, 16 I0511 17:31:58.827999 58 internal_thread.cpp:19] Starting 1 internal thread(s) on device 0 I0511 17:31:58.828024 58 net.cpp:259] Setting up train_label I0511 17:31:58.828028 58 net.cpp:266] TRAIN Top shape for layer 1 'train_label' 5 1 52 16 (4160) I0511 17:31:58.828032 58 layer_factory.hpp:172] Creating layer 'train_transform' of type 'DetectNetTransformation' I0511 17:31:58.828034 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.828502 58 net.cpp:199] Created Layer train_transform (2) I0511 17:31:58.828508 58 net.cpp:571] train_transform <- data I0511 17:31:58.828516 58 net.cpp:571] train_transform <- label I0511 17:31:58.828519 58 net.cpp:541] train_transform -> transformed_data I0511 17:31:58.828523 58 net.cpp:541] train_transform -> transformed_label I0511 17:31:58.829114 58 net.cpp:259] Setting up train_transform I0511 17:31:58.829121 58 net.cpp:266] TRAIN Top shape for layer 2 'train_transform' 5 3 640 640 (6144000) I0511 17:31:58.829125 58 net.cpp:266] TRAIN Top shape for layer 2 'train_transform' 5 9 40 40 (72000) I0511 17:31:58.829128 58 layer_factory.hpp:172] Creating layer 'slice-label' of type 'Slice' I0511 17:31:58.829130 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829138 58 net.cpp:199] Created Layer slice-label (3) I0511 17:31:58.829151 58 net.cpp:571] slice-label <- transformed_label I0511 17:31:58.829154 58 net.cpp:541] slice-label -> foreground-label I0511 17:31:58.829159 58 net.cpp:541] slice-label -> bbox-label I0511 17:31:58.829162 58 net.cpp:541] slice-label -> size-label I0511 17:31:58.829165 58 net.cpp:541] slice-label -> obj-label I0511 17:31:58.829167 58 net.cpp:541] slice-label -> coverage-label I0511 17:31:58.829212 58 net.cpp:259] Setting up slice-label I0511 17:31:58.829216 58 net.cpp:266] TRAIN Top shape for layer 3 'slice-label' 5 1 40 40 (8000) I0511 17:31:58.829219 58 net.cpp:266] TRAIN Top shape for layer 3 'slice-label' 5 4 40 40 (32000) I0511 17:31:58.829222 58 net.cpp:266] TRAIN Top shape for layer 3 'slice-label' 5 2 40 40 (16000) I0511 17:31:58.829226 58 net.cpp:266] TRAIN Top shape for layer 3 'slice-label' 5 1 40 40 (8000) I0511 17:31:58.829228 58 net.cpp:266] TRAIN Top shape for layer 3 'slice-label' 5 1 40 40 (8000) I0511 17:31:58.829231 58 layer_factory.hpp:172] Creating layer 'foreground-label_slice-label_0_split' of type 'Split' I0511 17:31:58.829233 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829239 58 net.cpp:199] Created Layer foreground-label_slice-label_0_split (4) I0511 17:31:58.829241 58 net.cpp:571] foreground-label_slice-label_0_split <- foreground-label I0511 17:31:58.829244 58 net.cpp:541] foreground-label_slice-label_0_split -> foreground-label_slice-label_0_split_0 I0511 17:31:58.829248 58 net.cpp:541] foreground-label_slice-label_0_split -> foreground-label_slice-label_0_split_1 I0511 17:31:58.829252 58 net.cpp:541] foreground-label_slice-label_0_split -> foreground-label_slice-label_0_split_2 I0511 17:31:58.829255 58 net.cpp:541] foreground-label_slice-label_0_split -> foreground-label_slice-label_0_split_3 I0511 17:31:58.829277 58 net.cpp:259] Setting up foreground-label_slice-label_0_split I0511 17:31:58.829280 58 net.cpp:266] TRAIN Top shape for layer 4 'foreground-label_slice-label_0_split' 5 1 40 40 (8000) I0511 17:31:58.829283 58 net.cpp:266] TRAIN Top shape for layer 4 'foreground-label_slice-label_0_split' 5 1 40 40 (8000) I0511 17:31:58.829285 58 net.cpp:266] TRAIN Top shape for layer 4 'foreground-label_slice-label_0_split' 5 1 40 40 (8000) I0511 17:31:58.829288 58 net.cpp:266] TRAIN Top shape for layer 4 'foreground-label_slice-label_0_split' 5 1 40 40 (8000) I0511 17:31:58.829291 58 layer_factory.hpp:172] Creating layer 'size-label_slice-label_2_split' of type 'Split' I0511 17:31:58.829293 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829298 58 net.cpp:199] Created Layer size-label_slice-label_2_split (5) I0511 17:31:58.829299 58 net.cpp:571] size-label_slice-label_2_split <- size-label I0511 17:31:58.829301 58 net.cpp:541] size-label_slice-label_2_split -> size-label_slice-label_2_split_0 I0511 17:31:58.829304 58 net.cpp:541] size-label_slice-label_2_split -> size-label_slice-label_2_split_1 I0511 17:31:58.829314 58 net.cpp:259] Setting up size-label_slice-label_2_split I0511 17:31:58.829317 58 net.cpp:266] TRAIN Top shape for layer 5 'size-label_slice-label_2_split' 5 2 40 40 (16000) I0511 17:31:58.829320 58 net.cpp:266] TRAIN Top shape for layer 5 'size-label_slice-label_2_split' 5 2 40 40 (16000) I0511 17:31:58.829322 58 layer_factory.hpp:172] Creating layer 'obj-label_slice-label_3_split' of type 'Split' I0511 17:31:58.829324 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829327 58 net.cpp:199] Created Layer obj-label_slice-label_3_split (6) I0511 17:31:58.829330 58 net.cpp:571] obj-label_slice-label_3_split <- obj-label I0511 17:31:58.829332 58 net.cpp:541] obj-label_slice-label_3_split -> obj-label_slice-label_3_split_0 I0511 17:31:58.829335 58 net.cpp:541] obj-label_slice-label_3_split -> obj-label_slice-label_3_split_1 I0511 17:31:58.829339 58 net.cpp:541] obj-label_slice-label_3_split -> obj-label_slice-label_3_split_2 I0511 17:31:58.829347 58 net.cpp:541] obj-label_slice-label_3_split -> obj-label_slice-label_3_split_3 I0511 17:31:58.829365 58 net.cpp:259] Setting up obj-label_slice-label_3_split I0511 17:31:58.829367 58 net.cpp:266] TRAIN Top shape for layer 6 'obj-label_slice-label_3_split' 5 1 40 40 (8000) I0511 17:31:58.829370 58 net.cpp:266] TRAIN Top shape for layer 6 'obj-label_slice-label_3_split' 5 1 40 40 (8000) I0511 17:31:58.829373 58 net.cpp:266] TRAIN Top shape for layer 6 'obj-label_slice-label_3_split' 5 1 40 40 (8000) I0511 17:31:58.829375 58 net.cpp:266] TRAIN Top shape for layer 6 'obj-label_slice-label_3_split' 5 1 40 40 (8000) I0511 17:31:58.829378 58 layer_factory.hpp:172] Creating layer 'coverage-block' of type 'Concat' I0511 17:31:58.829380 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829386 58 net.cpp:199] Created Layer coverage-block (7) I0511 17:31:58.829388 58 net.cpp:571] coverage-block <- foreground-label_slice-label_0_split_0 I0511 17:31:58.829391 58 net.cpp:571] coverage-block <- foreground-label_slice-label_0_split_1 I0511 17:31:58.829394 58 net.cpp:571] coverage-block <- foreground-label_slice-label_0_split_2 I0511 17:31:58.829396 58 net.cpp:571] coverage-block <- foreground-label_slice-label_0_split_3 I0511 17:31:58.829399 58 net.cpp:541] coverage-block -> coverage-block I0511 17:31:58.829407 58 net.cpp:259] Setting up coverage-block I0511 17:31:58.829411 58 net.cpp:266] TRAIN Top shape for layer 7 'coverage-block' 5 4 40 40 (32000) I0511 17:31:58.829412 58 layer_factory.hpp:172] Creating layer 'size-block' of type 'Concat' I0511 17:31:58.829414 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829418 58 net.cpp:199] Created Layer size-block (8) I0511 17:31:58.829421 58 net.cpp:571] size-block <- size-label_slice-label_2_split_0 I0511 17:31:58.829423 58 net.cpp:571] size-block <- size-label_slice-label_2_split_1 I0511 17:31:58.829425 58 net.cpp:541] size-block -> size-block I0511 17:31:58.829432 58 net.cpp:259] Setting up size-block I0511 17:31:58.829435 58 net.cpp:266] TRAIN Top shape for layer 8 'size-block' 5 4 40 40 (32000) I0511 17:31:58.829437 58 layer_factory.hpp:172] Creating layer 'size-block_size-block_0_split' of type 'Split' I0511 17:31:58.829440 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829443 58 net.cpp:199] Created Layer size-block_size-block_0_split (9) I0511 17:31:58.829447 58 net.cpp:571] size-block_size-block_0_split <- size-block I0511 17:31:58.829448 58 net.cpp:541] size-block_size-block_0_split -> size-block_size-block_0_split_0 I0511 17:31:58.829452 58 net.cpp:541] size-block_size-block_0_split -> size-block_size-block_0_split_1 I0511 17:31:58.829463 58 net.cpp:259] Setting up size-block_size-block_0_split I0511 17:31:58.829464 58 net.cpp:266] TRAIN Top shape for layer 9 'size-block_size-block_0_split' 5 4 40 40 (32000) I0511 17:31:58.829468 58 net.cpp:266] TRAIN Top shape for layer 9 'size-block_size-block_0_split' 5 4 40 40 (32000) I0511 17:31:58.829470 58 layer_factory.hpp:172] Creating layer 'obj-block' of type 'Concat' I0511 17:31:58.829473 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829475 58 net.cpp:199] Created Layer obj-block (10) I0511 17:31:58.829478 58 net.cpp:571] obj-block <- obj-label_slice-label_3_split_0 I0511 17:31:58.829480 58 net.cpp:571] obj-block <- obj-label_slice-label_3_split_1 I0511 17:31:58.829483 58 net.cpp:571] obj-block <- obj-label_slice-label_3_split_2 I0511 17:31:58.829485 58 net.cpp:571] obj-block <- obj-label_slice-label_3_split_3 I0511 17:31:58.829488 58 net.cpp:541] obj-block -> obj-block I0511 17:31:58.829493 58 net.cpp:259] Setting up obj-block I0511 17:31:58.829496 58 net.cpp:266] TRAIN Top shape for layer 10 'obj-block' 5 4 40 40 (32000) I0511 17:31:58.829504 58 layer_factory.hpp:172] Creating layer 'obj-block_obj-block_0_split' of type 'Split' I0511 17:31:58.829505 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829509 58 net.cpp:199] Created Layer obj-block_obj-block_0_split (11) I0511 17:31:58.829510 58 net.cpp:571] obj-block_obj-block_0_split <- obj-block I0511 17:31:58.829514 58 net.cpp:541] obj-block_obj-block_0_split -> obj-block_obj-block_0_split_0 I0511 17:31:58.829516 58 net.cpp:541] obj-block_obj-block_0_split -> obj-block_obj-block_0_split_1 I0511 17:31:58.829527 58 net.cpp:259] Setting up obj-block_obj-block_0_split I0511 17:31:58.829530 58 net.cpp:266] TRAIN Top shape for layer 11 'obj-block_obj-block_0_split' 5 4 40 40 (32000) I0511 17:31:58.829532 58 net.cpp:266] TRAIN Top shape for layer 11 'obj-block_obj-block_0_split' 5 4 40 40 (32000) I0511 17:31:58.829535 58 layer_factory.hpp:172] Creating layer 'bb-label-norm' of type 'Eltwise' I0511 17:31:58.829537 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.829543 58 net.cpp:199] Created Layer bb-label-norm (12) I0511 17:31:58.829545 58 net.cpp:571] bb-label-norm <- bbox-label I0511 17:31:58.829548 58 net.cpp:571] bb-label-norm <- size-block_size-block_0_split_0 I0511 17:31:58.829551 58 net.cpp:541] bb-label-norm -> bbox-label-norm I0511 17:31:58.843194 58 net.cpp:259] Setting up bb-label-norm I0511 17:31:58.843197 58 net.cpp:266] TRAIN Top shape for layer 12 'bb-label-norm' 5 4 40 40 (32000) I0511 17:31:58.843200 58 layer_factory.hpp:172] Creating layer 'bb-obj-norm' of type 'Eltwise' I0511 17:31:58.843202 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.843206 58 net.cpp:199] Created Layer bb-obj-norm (13) I0511 17:31:58.843209 58 net.cpp:571] bb-obj-norm <- bbox-label-norm I0511 17:31:58.843211 58 net.cpp:571] bb-obj-norm <- obj-block_obj-block_0_split_0 I0511 17:31:58.843214 58 net.cpp:541] bb-obj-norm -> bbox-obj-label-norm I0511 17:31:58.843221 58 net.cpp:259] Setting up bb-obj-norm I0511 17:31:58.843225 58 net.cpp:266] TRAIN Top shape for layer 13 'bb-obj-norm' 5 4 40 40 (32000) I0511 17:31:58.843227 58 layer_factory.hpp:172] Creating layer 'conv1/7x7_s2' of type 'Convolution' I0511 17:31:58.843230 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:31:58.843247 58 net.cpp:199] Created Layer conv1/7x7_s2 (14) I0511 17:31:58.843250 58 net.cpp:571] conv1/7x7_s2 <- transformed_data I0511 17:31:58.843252 58 net.cpp:541] conv1/7x7_s2 -> conv1/7x7_s2 I0511 17:32:04.769779 58 net.cpp:259] Setting up conv1/7x7_s2 I0511 17:32:04.769804 58 net.cpp:266] TRAIN Top shape for layer 14 'conv1/7x7_s2' 5 64 320 320 (32768000) I0511 17:32:04.769829 58 layer_factory.hpp:172] Creating layer 'conv1/relu_7x7' of type 'ReLU' I0511 17:32:04.769834 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.769843 58 net.cpp:199] Created Layer conv1/relu_7x7 (15) I0511 17:32:04.769848 58 net.cpp:571] conv1/relu_7x7 <- conv1/7x7_s2 I0511 17:32:04.769852 58 net.cpp:526] conv1/relu_7x7 -> conv1/7x7_s2 (in-place) I0511 17:32:04.783459 58 net.cpp:259] Setting up conv1/relu_7x7 I0511 17:32:04.783468 58 net.cpp:266] TRAIN Top shape for layer 15 'conv1/relu_7x7' 5 64 320 320 (32768000) I0511 17:32:04.783471 58 layer_factory.hpp:172] Creating layer 'pool1/3x3_s2' of type 'Pooling' I0511 17:32:04.783474 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.783485 58 net.cpp:199] Created Layer pool1/3x3_s2 (16) I0511 17:32:04.783488 58 net.cpp:571] pool1/3x3_s2 <- conv1/7x7_s2 I0511 17:32:04.783493 58 net.cpp:541] pool1/3x3_s2 -> pool1/3x3_s2 I0511 17:32:04.783537 58 net.cpp:259] Setting up pool1/3x3_s2 I0511 17:32:04.783540 58 net.cpp:266] TRAIN Top shape for layer 16 'pool1/3x3_s2' 5 64 160 160 (8192000) I0511 17:32:04.783556 58 layer_factory.hpp:172] Creating layer 'pool1/norm1' of type 'LRN' I0511 17:32:04.783560 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.783571 58 net.cpp:199] Created Layer pool1/norm1 (17) I0511 17:32:04.783573 58 net.cpp:571] pool1/norm1 <- pool1/3x3_s2 I0511 17:32:04.783576 58 net.cpp:541] pool1/norm1 -> pool1/norm1 I0511 17:32:04.794857 58 net.cpp:259] Setting up pool1/norm1 I0511 17:32:04.794860 58 net.cpp:266] TRAIN Top shape for layer 17 'pool1/norm1' 5 64 160 160 (8192000) I0511 17:32:04.794863 58 layer_factory.hpp:172] Creating layer 'conv2/3x3_reduce' of type 'Convolution' I0511 17:32:04.794867 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.794876 58 net.cpp:199] Created Layer conv2/3x3_reduce (18) I0511 17:32:04.794878 58 net.cpp:571] conv2/3x3_reduce <- pool1/norm1 I0511 17:32:04.794881 58 net.cpp:541] conv2/3x3_reduce -> conv2/3x3_reduce I0511 17:32:04.795044 58 net.cpp:259] Setting up conv2/3x3_reduce I0511 17:32:04.795048 58 net.cpp:266] TRAIN Top shape for layer 18 'conv2/3x3_reduce' 5 64 160 160 (8192000) I0511 17:32:04.795053 58 layer_factory.hpp:172] Creating layer 'conv2/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.795056 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.795059 58 net.cpp:199] Created Layer conv2/relu_3x3_reduce (19) I0511 17:32:04.795063 58 net.cpp:571] conv2/relu_3x3_reduce <- conv2/3x3_reduce I0511 17:32:04.795064 58 net.cpp:526] conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place) I0511 17:32:04.795068 58 net.cpp:259] Setting up conv2/relu_3x3_reduce I0511 17:32:04.795071 58 net.cpp:266] TRAIN Top shape for layer 19 'conv2/relu_3x3_reduce' 5 64 160 160 (8192000) I0511 17:32:04.795073 58 layer_factory.hpp:172] Creating layer 'conv2/3x3' of type 'Convolution' I0511 17:32:04.795075 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.795081 58 net.cpp:199] Created Layer conv2/3x3 (20) I0511 17:32:04.795083 58 net.cpp:571] conv2/3x3 <- conv2/3x3_reduce I0511 17:32:04.795086 58 net.cpp:541] conv2/3x3 -> conv2/3x3 I0511 17:32:04.796672 58 net.cpp:259] Setting up conv2/3x3 I0511 17:32:04.796677 58 net.cpp:266] TRAIN Top shape for layer 20 'conv2/3x3' 5 192 160 160 (24576000) I0511 17:32:04.796682 58 layer_factory.hpp:172] Creating layer 'conv2/relu_3x3' of type 'ReLU' I0511 17:32:04.796684 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.796687 58 net.cpp:199] Created Layer conv2/relu_3x3 (21) I0511 17:32:04.796690 58 net.cpp:571] conv2/relu_3x3 <- conv2/3x3 I0511 17:32:04.796692 58 net.cpp:526] conv2/relu_3x3 -> conv2/3x3 (in-place) I0511 17:32:04.796696 58 net.cpp:259] Setting up conv2/relu_3x3 I0511 17:32:04.796698 58 net.cpp:266] TRAIN Top shape for layer 21 'conv2/relu_3x3' 5 192 160 160 (24576000) I0511 17:32:04.796701 58 layer_factory.hpp:172] Creating layer 'conv2/norm2' of type 'LRN' I0511 17:32:04.796703 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.796708 58 net.cpp:199] Created Layer conv2/norm2 (22) I0511 17:32:04.796710 58 net.cpp:571] conv2/norm2 <- conv2/3x3 I0511 17:32:04.796713 58 net.cpp:541] conv2/norm2 -> conv2/norm2 I0511 17:32:04.796725 58 net.cpp:259] Setting up conv2/norm2 I0511 17:32:04.796727 58 net.cpp:266] TRAIN Top shape for layer 22 'conv2/norm2' 5 192 160 160 (24576000) I0511 17:32:04.796730 58 layer_factory.hpp:172] Creating layer 'pool2/3x3_s2' of type 'Pooling' I0511 17:32:04.796732 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.796736 58 net.cpp:199] Created Layer pool2/3x3_s2 (23) I0511 17:32:04.796738 58 net.cpp:571] pool2/3x3_s2 <- conv2/norm2 I0511 17:32:04.796746 58 net.cpp:541] pool2/3x3_s2 -> pool2/3x3_s2 I0511 17:32:04.796762 58 net.cpp:259] Setting up pool2/3x3_s2 I0511 17:32:04.796766 58 net.cpp:266] TRAIN Top shape for layer 23 'pool2/3x3_s2' 5 192 80 80 (6144000) I0511 17:32:04.796767 58 layer_factory.hpp:172] Creating layer 'pool2/3x3_s2_pool2/3x3_s2_0_split' of type 'Split' I0511 17:32:04.796770 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.796774 58 net.cpp:199] Created Layer pool2/3x3_s2_pool2/3x3_s2_0_split (24) I0511 17:32:04.796777 58 net.cpp:571] pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2 I0511 17:32:04.796778 58 net.cpp:541] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0 I0511 17:32:04.796782 58 net.cpp:541] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1 I0511 17:32:04.796785 58 net.cpp:541] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2 I0511 17:32:04.796788 58 net.cpp:541] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3 I0511 17:32:04.796808 58 net.cpp:259] Setting up pool2/3x3_s2_pool2/3x3_s2_0_split I0511 17:32:04.796810 58 net.cpp:266] TRAIN Top shape for layer 24 'pool2/3x3_s2_pool2/3x3_s2_0_split' 5 192 80 80 (6144000) I0511 17:32:04.796813 58 net.cpp:266] TRAIN Top shape for layer 24 'pool2/3x3_s2_pool2/3x3_s2_0_split' 5 192 80 80 (6144000) I0511 17:32:04.796816 58 net.cpp:266] TRAIN Top shape for layer 24 'pool2/3x3_s2_pool2/3x3_s2_0_split' 5 192 80 80 (6144000) I0511 17:32:04.796819 58 net.cpp:266] TRAIN Top shape for layer 24 'pool2/3x3_s2_pool2/3x3_s2_0_split' 5 192 80 80 (6144000) I0511 17:32:04.796821 58 layer_factory.hpp:172] Creating layer 'inception_3a/1x1' of type 'Convolution' I0511 17:32:04.796824 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.796830 58 net.cpp:199] Created Layer inception_3a/1x1 (25) I0511 17:32:04.796833 58 net.cpp:571] inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0 I0511 17:32:04.796835 58 net.cpp:541] inception_3a/1x1 -> inception_3a/1x1 I0511 17:32:04.797082 58 net.cpp:259] Setting up inception_3a/1x1 I0511 17:32:04.797086 58 net.cpp:266] TRAIN Top shape for layer 25 'inception_3a/1x1' 5 64 80 80 (2048000) I0511 17:32:04.797091 58 layer_factory.hpp:172] Creating layer 'inception_3a/relu_1x1' of type 'ReLU' I0511 17:32:04.797093 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.797096 58 net.cpp:199] Created Layer inception_3a/relu_1x1 (26) I0511 17:32:04.797099 58 net.cpp:571] inception_3a/relu_1x1 <- inception_3a/1x1 I0511 17:32:04.797101 58 net.cpp:526] inception_3a/relu_1x1 -> inception_3a/1x1 (in-place) I0511 17:32:04.797106 58 net.cpp:259] Setting up inception_3a/relu_1x1 I0511 17:32:04.797108 58 net.cpp:266] TRAIN Top shape for layer 26 'inception_3a/relu_1x1' 5 64 80 80 (2048000) I0511 17:32:04.797111 58 layer_factory.hpp:172] Creating layer 'inception_3a/3x3_reduce' of type 'Convolution' I0511 17:32:04.797113 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.797118 58 net.cpp:199] Created Layer inception_3a/3x3_reduce (27) I0511 17:32:04.797122 58 net.cpp:571] inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1 I0511 17:32:04.797124 58 net.cpp:541] inception_3a/3x3_reduce -> inception_3a/3x3_reduce I0511 17:32:04.797453 58 net.cpp:259] Setting up inception_3a/3x3_reduce I0511 17:32:04.797457 58 net.cpp:266] TRAIN Top shape for layer 27 'inception_3a/3x3_reduce' 5 96 80 80 (3072000) I0511 17:32:04.797462 58 layer_factory.hpp:172] Creating layer 'inception_3a/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.797466 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.797468 58 net.cpp:199] Created Layer inception_3a/relu_3x3_reduce (28) I0511 17:32:04.797475 58 net.cpp:571] inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce I0511 17:32:04.797478 58 net.cpp:526] inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place) I0511 17:32:04.797482 58 net.cpp:259] Setting up inception_3a/relu_3x3_reduce I0511 17:32:04.797484 58 net.cpp:266] TRAIN Top shape for layer 28 'inception_3a/relu_3x3_reduce' 5 96 80 80 (3072000) I0511 17:32:04.797487 58 layer_factory.hpp:172] Creating layer 'inception_3a/3x3' of type 'Convolution' I0511 17:32:04.797489 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.797495 58 net.cpp:199] Created Layer inception_3a/3x3 (29) I0511 17:32:04.797497 58 net.cpp:571] inception_3a/3x3 <- inception_3a/3x3_reduce I0511 17:32:04.797500 58 net.cpp:541] inception_3a/3x3 -> inception_3a/3x3 I0511 17:32:04.799098 58 net.cpp:259] Setting up inception_3a/3x3 I0511 17:32:04.799103 58 net.cpp:266] TRAIN Top shape for layer 29 'inception_3a/3x3' 5 128 80 80 (4096000) I0511 17:32:04.799106 58 layer_factory.hpp:172] Creating layer 'inception_3a/relu_3x3' of type 'ReLU' I0511 17:32:04.799108 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799113 58 net.cpp:199] Created Layer inception_3a/relu_3x3 (30) I0511 17:32:04.799114 58 net.cpp:571] inception_3a/relu_3x3 <- inception_3a/3x3 I0511 17:32:04.799116 58 net.cpp:526] inception_3a/relu_3x3 -> inception_3a/3x3 (in-place) I0511 17:32:04.799120 58 net.cpp:259] Setting up inception_3a/relu_3x3 I0511 17:32:04.799122 58 net.cpp:266] TRAIN Top shape for layer 30 'inception_3a/relu_3x3' 5 128 80 80 (4096000) I0511 17:32:04.799125 58 layer_factory.hpp:172] Creating layer 'inception_3a/5x5_reduce' of type 'Convolution' I0511 17:32:04.799127 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799134 58 net.cpp:199] Created Layer inception_3a/5x5_reduce (31) I0511 17:32:04.799135 58 net.cpp:571] inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2 I0511 17:32:04.799137 58 net.cpp:541] inception_3a/5x5_reduce -> inception_3a/5x5_reduce I0511 17:32:04.799257 58 net.cpp:259] Setting up inception_3a/5x5_reduce I0511 17:32:04.799261 58 net.cpp:266] TRAIN Top shape for layer 31 'inception_3a/5x5_reduce' 5 16 80 80 (512000) I0511 17:32:04.799265 58 layer_factory.hpp:172] Creating layer 'inception_3a/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.799268 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799273 58 net.cpp:199] Created Layer inception_3a/relu_5x5_reduce (32) I0511 17:32:04.799274 58 net.cpp:571] inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce I0511 17:32:04.799278 58 net.cpp:526] inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place) I0511 17:32:04.799281 58 net.cpp:259] Setting up inception_3a/relu_5x5_reduce I0511 17:32:04.799284 58 net.cpp:266] TRAIN Top shape for layer 32 'inception_3a/relu_5x5_reduce' 5 16 80 80 (512000) I0511 17:32:04.799286 58 layer_factory.hpp:172] Creating layer 'inception_3a/5x5' of type 'Convolution' I0511 17:32:04.799288 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799294 58 net.cpp:199] Created Layer inception_3a/5x5 (33) I0511 17:32:04.799297 58 net.cpp:571] inception_3a/5x5 <- inception_3a/5x5_reduce I0511 17:32:04.799299 58 net.cpp:541] inception_3a/5x5 -> inception_3a/5x5 I0511 17:32:04.799547 58 net.cpp:259] Setting up inception_3a/5x5 I0511 17:32:04.799551 58 net.cpp:266] TRAIN Top shape for layer 33 'inception_3a/5x5' 5 32 80 80 (1024000) I0511 17:32:04.799556 58 layer_factory.hpp:172] Creating layer 'inception_3a/relu_5x5' of type 'ReLU' I0511 17:32:04.799557 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799561 58 net.cpp:199] Created Layer inception_3a/relu_5x5 (34) I0511 17:32:04.799568 58 net.cpp:571] inception_3a/relu_5x5 <- inception_3a/5x5 I0511 17:32:04.799571 58 net.cpp:526] inception_3a/relu_5x5 -> inception_3a/5x5 (in-place) I0511 17:32:04.799574 58 net.cpp:259] Setting up inception_3a/relu_5x5 I0511 17:32:04.799576 58 net.cpp:266] TRAIN Top shape for layer 34 'inception_3a/relu_5x5' 5 32 80 80 (1024000) I0511 17:32:04.799579 58 layer_factory.hpp:172] Creating layer 'inception_3a/pool' of type 'Pooling' I0511 17:32:04.799582 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799585 58 net.cpp:199] Created Layer inception_3a/pool (35) I0511 17:32:04.799587 58 net.cpp:571] inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3 I0511 17:32:04.799592 58 net.cpp:541] inception_3a/pool -> inception_3a/pool I0511 17:32:04.799607 58 net.cpp:259] Setting up inception_3a/pool I0511 17:32:04.799609 58 net.cpp:266] TRAIN Top shape for layer 35 'inception_3a/pool' 5 192 80 80 (6144000) I0511 17:32:04.799612 58 layer_factory.hpp:172] Creating layer 'inception_3a/pool_proj' of type 'Convolution' I0511 17:32:04.799614 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799619 58 net.cpp:199] Created Layer inception_3a/pool_proj (36) I0511 17:32:04.799621 58 net.cpp:571] inception_3a/pool_proj <- inception_3a/pool I0511 17:32:04.799623 58 net.cpp:541] inception_3a/pool_proj -> inception_3a/pool_proj I0511 17:32:04.799780 58 net.cpp:259] Setting up inception_3a/pool_proj I0511 17:32:04.799784 58 net.cpp:266] TRAIN Top shape for layer 36 'inception_3a/pool_proj' 5 32 80 80 (1024000) I0511 17:32:04.799789 58 layer_factory.hpp:172] Creating layer 'inception_3a/relu_pool_proj' of type 'ReLU' I0511 17:32:04.799793 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799795 58 net.cpp:199] Created Layer inception_3a/relu_pool_proj (37) I0511 17:32:04.799798 58 net.cpp:571] inception_3a/relu_pool_proj <- inception_3a/pool_proj I0511 17:32:04.799800 58 net.cpp:526] inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place) I0511 17:32:04.799803 58 net.cpp:259] Setting up inception_3a/relu_pool_proj I0511 17:32:04.799806 58 net.cpp:266] TRAIN Top shape for layer 37 'inception_3a/relu_pool_proj' 5 32 80 80 (1024000) I0511 17:32:04.799808 58 layer_factory.hpp:172] Creating layer 'inception_3a/output' of type 'Concat' I0511 17:32:04.799811 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799814 58 net.cpp:199] Created Layer inception_3a/output (38) I0511 17:32:04.799816 58 net.cpp:571] inception_3a/output <- inception_3a/1x1 I0511 17:32:04.799819 58 net.cpp:571] inception_3a/output <- inception_3a/3x3 I0511 17:32:04.799821 58 net.cpp:571] inception_3a/output <- inception_3a/5x5 I0511 17:32:04.799824 58 net.cpp:571] inception_3a/output <- inception_3a/pool_proj I0511 17:32:04.799826 58 net.cpp:541] inception_3a/output -> inception_3a/output I0511 17:32:04.799834 58 net.cpp:259] Setting up inception_3a/output I0511 17:32:04.799837 58 net.cpp:266] TRAIN Top shape for layer 38 'inception_3a/output' 5 256 80 80 (8192000) I0511 17:32:04.799840 58 layer_factory.hpp:172] Creating layer 'inception_3a/output_inception_3a/output_0_split' of type 'Split' I0511 17:32:04.799842 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799846 58 net.cpp:199] Created Layer inception_3a/output_inception_3a/output_0_split (39) I0511 17:32:04.799849 58 net.cpp:571] inception_3a/output_inception_3a/output_0_split <- inception_3a/output I0511 17:32:04.799851 58 net.cpp:541] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0 I0511 17:32:04.799855 58 net.cpp:541] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1 I0511 17:32:04.799862 58 net.cpp:541] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2 I0511 17:32:04.799866 58 net.cpp:541] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3 I0511 17:32:04.799885 58 net.cpp:259] Setting up inception_3a/output_inception_3a/output_0_split I0511 17:32:04.799887 58 net.cpp:266] TRAIN Top shape for layer 39 'inception_3a/output_inception_3a/output_0_split' 5 256 80 80 (8192000) I0511 17:32:04.799890 58 net.cpp:266] TRAIN Top shape for layer 39 'inception_3a/output_inception_3a/output_0_split' 5 256 80 80 (8192000) I0511 17:32:04.799893 58 net.cpp:266] TRAIN Top shape for layer 39 'inception_3a/output_inception_3a/output_0_split' 5 256 80 80 (8192000) I0511 17:32:04.799896 58 net.cpp:266] TRAIN Top shape for layer 39 'inception_3a/output_inception_3a/output_0_split' 5 256 80 80 (8192000) I0511 17:32:04.799898 58 layer_factory.hpp:172] Creating layer 'inception_3b/1x1' of type 'Convolution' I0511 17:32:04.799901 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.799907 58 net.cpp:199] Created Layer inception_3b/1x1 (40) I0511 17:32:04.799909 58 net.cpp:571] inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0 I0511 17:32:04.799912 58 net.cpp:541] inception_3b/1x1 -> inception_3b/1x1 I0511 17:32:04.800957 58 net.cpp:259] Setting up inception_3b/1x1 I0511 17:32:04.800963 58 net.cpp:266] TRAIN Top shape for layer 40 'inception_3b/1x1' 5 128 80 80 (4096000) I0511 17:32:04.800968 58 layer_factory.hpp:172] Creating layer 'inception_3b/relu_1x1' of type 'ReLU' I0511 17:32:04.800971 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.800974 58 net.cpp:199] Created Layer inception_3b/relu_1x1 (41) I0511 17:32:04.800976 58 net.cpp:571] inception_3b/relu_1x1 <- inception_3b/1x1 I0511 17:32:04.800979 58 net.cpp:526] inception_3b/relu_1x1 -> inception_3b/1x1 (in-place) I0511 17:32:04.800983 58 net.cpp:259] Setting up inception_3b/relu_1x1 I0511 17:32:04.800987 58 net.cpp:266] TRAIN Top shape for layer 41 'inception_3b/relu_1x1' 5 128 80 80 (4096000) I0511 17:32:04.800988 58 layer_factory.hpp:172] Creating layer 'inception_3b/3x3_reduce' of type 'Convolution' I0511 17:32:04.800992 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.800997 58 net.cpp:199] Created Layer inception_3b/3x3_reduce (42) I0511 17:32:04.800999 58 net.cpp:571] inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1 I0511 17:32:04.801002 58 net.cpp:541] inception_3b/3x3_reduce -> inception_3b/3x3_reduce I0511 17:32:04.801522 58 net.cpp:259] Setting up inception_3b/3x3_reduce I0511 17:32:04.801525 58 net.cpp:266] TRAIN Top shape for layer 42 'inception_3b/3x3_reduce' 5 128 80 80 (4096000) I0511 17:32:04.801529 58 layer_factory.hpp:172] Creating layer 'inception_3b/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.801532 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.801535 58 net.cpp:199] Created Layer inception_3b/relu_3x3_reduce (43) I0511 17:32:04.801537 58 net.cpp:571] inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce I0511 17:32:04.801540 58 net.cpp:526] inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place) I0511 17:32:04.801543 58 net.cpp:259] Setting up inception_3b/relu_3x3_reduce I0511 17:32:04.801546 58 net.cpp:266] TRAIN Top shape for layer 43 'inception_3b/relu_3x3_reduce' 5 128 80 80 (4096000) I0511 17:32:04.801548 58 layer_factory.hpp:172] Creating layer 'inception_3b/3x3' of type 'Convolution' I0511 17:32:04.801551 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.801556 58 net.cpp:199] Created Layer inception_3b/3x3 (44) I0511 17:32:04.801558 58 net.cpp:571] inception_3b/3x3 <- inception_3b/3x3_reduce I0511 17:32:04.801568 58 net.cpp:541] inception_3b/3x3 -> inception_3b/3x3 I0511 17:32:04.804630 58 net.cpp:259] Setting up inception_3b/3x3 I0511 17:32:04.804634 58 net.cpp:266] TRAIN Top shape for layer 44 'inception_3b/3x3' 5 192 80 80 (6144000) I0511 17:32:04.804638 58 layer_factory.hpp:172] Creating layer 'inception_3b/relu_3x3' of type 'ReLU' I0511 17:32:04.804641 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.804644 58 net.cpp:199] Created Layer inception_3b/relu_3x3 (45) I0511 17:32:04.804646 58 net.cpp:571] inception_3b/relu_3x3 <- inception_3b/3x3 I0511 17:32:04.804649 58 net.cpp:526] inception_3b/relu_3x3 -> inception_3b/3x3 (in-place) I0511 17:32:04.804652 58 net.cpp:259] Setting up inception_3b/relu_3x3 I0511 17:32:04.804656 58 net.cpp:266] TRAIN Top shape for layer 45 'inception_3b/relu_3x3' 5 192 80 80 (6144000) I0511 17:32:04.804657 58 layer_factory.hpp:172] Creating layer 'inception_3b/5x5_reduce' of type 'Convolution' I0511 17:32:04.804661 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.804666 58 net.cpp:199] Created Layer inception_3b/5x5_reduce (46) I0511 17:32:04.804667 58 net.cpp:571] inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2 I0511 17:32:04.804670 58 net.cpp:541] inception_3b/5x5_reduce -> inception_3b/5x5_reduce I0511 17:32:04.804863 58 net.cpp:259] Setting up inception_3b/5x5_reduce I0511 17:32:04.804867 58 net.cpp:266] TRAIN Top shape for layer 46 'inception_3b/5x5_reduce' 5 32 80 80 (1024000) I0511 17:32:04.804870 58 layer_factory.hpp:172] Creating layer 'inception_3b/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.804873 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.804877 58 net.cpp:199] Created Layer inception_3b/relu_5x5_reduce (47) I0511 17:32:04.804878 58 net.cpp:571] inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce I0511 17:32:04.804880 58 net.cpp:526] inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place) I0511 17:32:04.804884 58 net.cpp:259] Setting up inception_3b/relu_5x5_reduce I0511 17:32:04.804888 58 net.cpp:266] TRAIN Top shape for layer 47 'inception_3b/relu_5x5_reduce' 5 32 80 80 (1024000) I0511 17:32:04.804889 58 layer_factory.hpp:172] Creating layer 'inception_3b/5x5' of type 'Convolution' I0511 17:32:04.804891 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.804898 58 net.cpp:199] Created Layer inception_3b/5x5 (48) I0511 17:32:04.804899 58 net.cpp:571] inception_3b/5x5 <- inception_3b/5x5_reduce I0511 17:32:04.804901 58 net.cpp:541] inception_3b/5x5 -> inception_3b/5x5 I0511 17:32:04.806005 58 net.cpp:259] Setting up inception_3b/5x5 I0511 17:32:04.806010 58 net.cpp:266] TRAIN Top shape for layer 48 'inception_3b/5x5' 5 96 80 80 (3072000) I0511 17:32:04.806013 58 layer_factory.hpp:172] Creating layer 'inception_3b/relu_5x5' of type 'ReLU' I0511 17:32:04.806015 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.806018 58 net.cpp:199] Created Layer inception_3b/relu_5x5 (49) I0511 17:32:04.806021 58 net.cpp:571] inception_3b/relu_5x5 <- inception_3b/5x5 I0511 17:32:04.806023 58 net.cpp:526] inception_3b/relu_5x5 -> inception_3b/5x5 (in-place) I0511 17:32:04.806027 58 net.cpp:259] Setting up inception_3b/relu_5x5 I0511 17:32:04.806030 58 net.cpp:266] TRAIN Top shape for layer 49 'inception_3b/relu_5x5' 5 96 80 80 (3072000) I0511 17:32:04.806032 58 layer_factory.hpp:172] Creating layer 'inception_3b/pool' of type 'Pooling' I0511 17:32:04.806035 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.806038 58 net.cpp:199] Created Layer inception_3b/pool (50) I0511 17:32:04.806041 58 net.cpp:571] inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3 I0511 17:32:04.806048 58 net.cpp:541] inception_3b/pool -> inception_3b/pool I0511 17:32:04.806066 58 net.cpp:259] Setting up inception_3b/pool I0511 17:32:04.806068 58 net.cpp:266] TRAIN Top shape for layer 50 'inception_3b/pool' 5 256 80 80 (8192000) I0511 17:32:04.806071 58 layer_factory.hpp:172] Creating layer 'inception_3b/pool_proj' of type 'Convolution' I0511 17:32:04.806073 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.806078 58 net.cpp:199] Created Layer inception_3b/pool_proj (51) I0511 17:32:04.806080 58 net.cpp:571] inception_3b/pool_proj <- inception_3b/pool I0511 17:32:04.806083 58 net.cpp:541] inception_3b/pool_proj -> inception_3b/pool_proj I0511 17:32:04.806389 58 net.cpp:259] Setting up inception_3b/pool_proj I0511 17:32:04.806392 58 net.cpp:266] TRAIN Top shape for layer 51 'inception_3b/pool_proj' 5 64 80 80 (2048000) I0511 17:32:04.806396 58 layer_factory.hpp:172] Creating layer 'inception_3b/relu_pool_proj' of type 'ReLU' I0511 17:32:04.806399 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.806402 58 net.cpp:199] Created Layer inception_3b/relu_pool_proj (52) I0511 17:32:04.806404 58 net.cpp:571] inception_3b/relu_pool_proj <- inception_3b/pool_proj I0511 17:32:04.806407 58 net.cpp:526] inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place) I0511 17:32:04.806411 58 net.cpp:259] Setting up inception_3b/relu_pool_proj I0511 17:32:04.806413 58 net.cpp:266] TRAIN Top shape for layer 52 'inception_3b/relu_pool_proj' 5 64 80 80 (2048000) I0511 17:32:04.806416 58 layer_factory.hpp:172] Creating layer 'inception_3b/output' of type 'Concat' I0511 17:32:04.806418 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.806421 58 net.cpp:199] Created Layer inception_3b/output (53) I0511 17:32:04.806423 58 net.cpp:571] inception_3b/output <- inception_3b/1x1 I0511 17:32:04.806427 58 net.cpp:571] inception_3b/output <- inception_3b/3x3 I0511 17:32:04.806428 58 net.cpp:571] inception_3b/output <- inception_3b/5x5 I0511 17:32:04.806432 58 net.cpp:571] inception_3b/output <- inception_3b/pool_proj I0511 17:32:04.806433 58 net.cpp:541] inception_3b/output -> inception_3b/output I0511 17:32:04.806442 58 net.cpp:259] Setting up inception_3b/output I0511 17:32:04.806444 58 net.cpp:266] TRAIN Top shape for layer 53 'inception_3b/output' 5 480 80 80 (15360000) I0511 17:32:04.806447 58 layer_factory.hpp:172] Creating layer 'pool3/3x3_s2' of type 'Pooling' I0511 17:32:04.806448 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.806452 58 net.cpp:199] Created Layer pool3/3x3_s2 (54) I0511 17:32:04.806455 58 net.cpp:571] pool3/3x3_s2 <- inception_3b/output I0511 17:32:04.806457 58 net.cpp:541] pool3/3x3_s2 -> pool3/3x3_s2 I0511 17:32:04.806473 58 net.cpp:259] Setting up pool3/3x3_s2 I0511 17:32:04.806476 58 net.cpp:266] TRAIN Top shape for layer 54 'pool3/3x3_s2' 5 480 40 40 (3840000) I0511 17:32:04.806478 58 layer_factory.hpp:172] Creating layer 'pool3/3x3_s2_pool3/3x3_s2_0_split' of type 'Split' I0511 17:32:04.806481 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.806485 58 net.cpp:199] Created Layer pool3/3x3_s2_pool3/3x3_s2_0_split (55) I0511 17:32:04.806488 58 net.cpp:571] pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2 I0511 17:32:04.806490 58 net.cpp:541] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0 I0511 17:32:04.806493 58 net.cpp:541] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1 I0511 17:32:04.806496 58 net.cpp:541] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2 I0511 17:32:04.806499 58 net.cpp:541] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3 I0511 17:32:04.806519 58 net.cpp:259] Setting up pool3/3x3_s2_pool3/3x3_s2_0_split I0511 17:32:04.806526 58 net.cpp:266] TRAIN Top shape for layer 55 'pool3/3x3_s2_pool3/3x3_s2_0_split' 5 480 40 40 (3840000) I0511 17:32:04.806529 58 net.cpp:266] TRAIN Top shape for layer 55 'pool3/3x3_s2_pool3/3x3_s2_0_split' 5 480 40 40 (3840000) I0511 17:32:04.806532 58 net.cpp:266] TRAIN Top shape for layer 55 'pool3/3x3_s2_pool3/3x3_s2_0_split' 5 480 40 40 (3840000) I0511 17:32:04.806535 58 net.cpp:266] TRAIN Top shape for layer 55 'pool3/3x3_s2_pool3/3x3_s2_0_split' 5 480 40 40 (3840000) I0511 17:32:04.806537 58 layer_factory.hpp:172] Creating layer 'inception_4a/1x1' of type 'Convolution' I0511 17:32:04.806540 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.806546 58 net.cpp:199] Created Layer inception_4a/1x1 (56) I0511 17:32:04.806548 58 net.cpp:571] inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0 I0511 17:32:04.806551 58 net.cpp:541] inception_4a/1x1 -> inception_4a/1x1 I0511 17:32:04.807862 58 net.cpp:259] Setting up inception_4a/1x1 I0511 17:32:04.807866 58 net.cpp:266] TRAIN Top shape for layer 56 'inception_4a/1x1' 5 192 40 40 (1536000) I0511 17:32:04.807869 58 layer_factory.hpp:172] Creating layer 'inception_4a/relu_1x1' of type 'ReLU' I0511 17:32:04.807873 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.807875 58 net.cpp:199] Created Layer inception_4a/relu_1x1 (57) I0511 17:32:04.807878 58 net.cpp:571] inception_4a/relu_1x1 <- inception_4a/1x1 I0511 17:32:04.807880 58 net.cpp:526] inception_4a/relu_1x1 -> inception_4a/1x1 (in-place) I0511 17:32:04.807884 58 net.cpp:259] Setting up inception_4a/relu_1x1 I0511 17:32:04.807888 58 net.cpp:266] TRAIN Top shape for layer 57 'inception_4a/relu_1x1' 5 192 40 40 (1536000) I0511 17:32:04.807889 58 layer_factory.hpp:172] Creating layer 'inception_4a/3x3_reduce' of type 'Convolution' I0511 17:32:04.807891 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.807898 58 net.cpp:199] Created Layer inception_4a/3x3_reduce (58) I0511 17:32:04.807899 58 net.cpp:571] inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1 I0511 17:32:04.807902 58 net.cpp:541] inception_4a/3x3_reduce -> inception_4a/3x3_reduce I0511 17:32:04.809110 58 net.cpp:259] Setting up inception_4a/3x3_reduce I0511 17:32:04.809116 58 net.cpp:266] TRAIN Top shape for layer 58 'inception_4a/3x3_reduce' 5 96 40 40 (768000) I0511 17:32:04.809123 58 layer_factory.hpp:172] Creating layer 'inception_4a/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.809125 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.809129 58 net.cpp:199] Created Layer inception_4a/relu_3x3_reduce (59) I0511 17:32:04.809132 58 net.cpp:571] inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce I0511 17:32:04.809134 58 net.cpp:526] inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place) I0511 17:32:04.809139 58 net.cpp:259] Setting up inception_4a/relu_3x3_reduce I0511 17:32:04.809141 58 net.cpp:266] TRAIN Top shape for layer 59 'inception_4a/relu_3x3_reduce' 5 96 40 40 (768000) I0511 17:32:04.809144 58 layer_factory.hpp:172] Creating layer 'inception_4a/3x3' of type 'Convolution' I0511 17:32:04.809146 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.809152 58 net.cpp:199] Created Layer inception_4a/3x3 (60) I0511 17:32:04.809154 58 net.cpp:571] inception_4a/3x3 <- inception_4a/3x3_reduce I0511 17:32:04.809157 58 net.cpp:541] inception_4a/3x3 -> inception_4a/3x3 I0511 17:32:04.811657 58 net.cpp:259] Setting up inception_4a/3x3 I0511 17:32:04.811664 58 net.cpp:266] TRAIN Top shape for layer 60 'inception_4a/3x3' 5 208 40 40 (1664000) I0511 17:32:04.811669 58 layer_factory.hpp:172] Creating layer 'inception_4a/relu_3x3' of type 'ReLU' I0511 17:32:04.811672 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.811683 58 net.cpp:199] Created Layer inception_4a/relu_3x3 (61) I0511 17:32:04.811686 58 net.cpp:571] inception_4a/relu_3x3 <- inception_4a/3x3 I0511 17:32:04.811688 58 net.cpp:526] inception_4a/relu_3x3 -> inception_4a/3x3 (in-place) I0511 17:32:04.811692 58 net.cpp:259] Setting up inception_4a/relu_3x3 I0511 17:32:04.811695 58 net.cpp:266] TRAIN Top shape for layer 61 'inception_4a/relu_3x3' 5 208 40 40 (1664000) I0511 17:32:04.811697 58 layer_factory.hpp:172] Creating layer 'inception_4a/5x5_reduce' of type 'Convolution' I0511 17:32:04.811700 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.811707 58 net.cpp:199] Created Layer inception_4a/5x5_reduce (62) I0511 17:32:04.811708 58 net.cpp:571] inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2 I0511 17:32:04.811712 58 net.cpp:541] inception_4a/5x5_reduce -> inception_4a/5x5_reduce I0511 17:32:04.811904 58 net.cpp:259] Setting up inception_4a/5x5_reduce I0511 17:32:04.811908 58 net.cpp:266] TRAIN Top shape for layer 62 'inception_4a/5x5_reduce' 5 16 40 40 (128000) I0511 17:32:04.811913 58 layer_factory.hpp:172] Creating layer 'inception_4a/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.811915 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.811918 58 net.cpp:199] Created Layer inception_4a/relu_5x5_reduce (63) I0511 17:32:04.811920 58 net.cpp:571] inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce I0511 17:32:04.811923 58 net.cpp:526] inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place) I0511 17:32:04.811926 58 net.cpp:259] Setting up inception_4a/relu_5x5_reduce I0511 17:32:04.811929 58 net.cpp:266] TRAIN Top shape for layer 63 'inception_4a/relu_5x5_reduce' 5 16 40 40 (128000) I0511 17:32:04.811933 58 layer_factory.hpp:172] Creating layer 'inception_4a/5x5' of type 'Convolution' I0511 17:32:04.811934 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.811940 58 net.cpp:199] Created Layer inception_4a/5x5 (64) I0511 17:32:04.811944 58 net.cpp:571] inception_4a/5x5 <- inception_4a/5x5_reduce I0511 17:32:04.811945 58 net.cpp:541] inception_4a/5x5 -> inception_4a/5x5 I0511 17:32:04.812280 58 net.cpp:259] Setting up inception_4a/5x5 I0511 17:32:04.812284 58 net.cpp:266] TRAIN Top shape for layer 64 'inception_4a/5x5' 5 48 40 40 (384000) I0511 17:32:04.812288 58 layer_factory.hpp:172] Creating layer 'inception_4a/relu_5x5' of type 'ReLU' I0511 17:32:04.812290 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.812294 58 net.cpp:199] Created Layer inception_4a/relu_5x5 (65) I0511 17:32:04.812296 58 net.cpp:571] inception_4a/relu_5x5 <- inception_4a/5x5 I0511 17:32:04.812299 58 net.cpp:526] inception_4a/relu_5x5 -> inception_4a/5x5 (in-place) I0511 17:32:04.812302 58 net.cpp:259] Setting up inception_4a/relu_5x5 I0511 17:32:04.812305 58 net.cpp:266] TRAIN Top shape for layer 65 'inception_4a/relu_5x5' 5 48 40 40 (384000) I0511 17:32:04.812309 58 layer_factory.hpp:172] Creating layer 'inception_4a/pool' of type 'Pooling' I0511 17:32:04.812310 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.812314 58 net.cpp:199] Created Layer inception_4a/pool (66) I0511 17:32:04.812316 58 net.cpp:571] inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3 I0511 17:32:04.812319 58 net.cpp:541] inception_4a/pool -> inception_4a/pool I0511 17:32:04.812336 58 net.cpp:259] Setting up inception_4a/pool I0511 17:32:04.812340 58 net.cpp:266] TRAIN Top shape for layer 66 'inception_4a/pool' 5 480 40 40 (3840000) I0511 17:32:04.812341 58 layer_factory.hpp:172] Creating layer 'inception_4a/pool_proj' of type 'Convolution' I0511 17:32:04.812345 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.812355 58 net.cpp:199] Created Layer inception_4a/pool_proj (67) I0511 17:32:04.812356 58 net.cpp:571] inception_4a/pool_proj <- inception_4a/pool I0511 17:32:04.812359 58 net.cpp:541] inception_4a/pool_proj -> inception_4a/pool_proj I0511 17:32:04.812867 58 net.cpp:259] Setting up inception_4a/pool_proj I0511 17:32:04.812871 58 net.cpp:266] TRAIN Top shape for layer 67 'inception_4a/pool_proj' 5 64 40 40 (512000) I0511 17:32:04.812875 58 layer_factory.hpp:172] Creating layer 'inception_4a/relu_pool_proj' of type 'ReLU' I0511 17:32:04.812878 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.812881 58 net.cpp:199] Created Layer inception_4a/relu_pool_proj (68) I0511 17:32:04.812884 58 net.cpp:571] inception_4a/relu_pool_proj <- inception_4a/pool_proj I0511 17:32:04.812886 58 net.cpp:526] inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place) I0511 17:32:04.812891 58 net.cpp:259] Setting up inception_4a/relu_pool_proj I0511 17:32:04.812892 58 net.cpp:266] TRAIN Top shape for layer 68 'inception_4a/relu_pool_proj' 5 64 40 40 (512000) I0511 17:32:04.812896 58 layer_factory.hpp:172] Creating layer 'inception_4a/output' of type 'Concat' I0511 17:32:04.812897 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.812901 58 net.cpp:199] Created Layer inception_4a/output (69) I0511 17:32:04.812903 58 net.cpp:571] inception_4a/output <- inception_4a/1x1 I0511 17:32:04.812906 58 net.cpp:571] inception_4a/output <- inception_4a/3x3 I0511 17:32:04.812908 58 net.cpp:571] inception_4a/output <- inception_4a/5x5 I0511 17:32:04.812911 58 net.cpp:571] inception_4a/output <- inception_4a/pool_proj I0511 17:32:04.812913 58 net.cpp:541] inception_4a/output -> inception_4a/output I0511 17:32:04.812922 58 net.cpp:259] Setting up inception_4a/output I0511 17:32:04.812924 58 net.cpp:266] TRAIN Top shape for layer 69 'inception_4a/output' 5 512 40 40 (4096000) I0511 17:32:04.812927 58 layer_factory.hpp:172] Creating layer 'inception_4a/output_inception_4a/output_0_split' of type 'Split' I0511 17:32:04.812929 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.812933 58 net.cpp:199] Created Layer inception_4a/output_inception_4a/output_0_split (70) I0511 17:32:04.812935 58 net.cpp:571] inception_4a/output_inception_4a/output_0_split <- inception_4a/output I0511 17:32:04.812937 58 net.cpp:541] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0 I0511 17:32:04.812942 58 net.cpp:541] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1 I0511 17:32:04.812944 58 net.cpp:541] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2 I0511 17:32:04.812947 58 net.cpp:541] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3 I0511 17:32:04.812968 58 net.cpp:259] Setting up inception_4a/output_inception_4a/output_0_split I0511 17:32:04.812970 58 net.cpp:266] TRAIN Top shape for layer 70 'inception_4a/output_inception_4a/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.812973 58 net.cpp:266] TRAIN Top shape for layer 70 'inception_4a/output_inception_4a/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.812976 58 net.cpp:266] TRAIN Top shape for layer 70 'inception_4a/output_inception_4a/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.812978 58 net.cpp:266] TRAIN Top shape for layer 70 'inception_4a/output_inception_4a/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.812981 58 layer_factory.hpp:172] Creating layer 'inception_4b/1x1' of type 'Convolution' I0511 17:32:04.812983 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.812989 58 net.cpp:199] Created Layer inception_4b/1x1 (71) I0511 17:32:04.812996 58 net.cpp:571] inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_0 I0511 17:32:04.812999 58 net.cpp:541] inception_4b/1x1 -> inception_4b/1x1 I0511 17:32:04.814175 58 net.cpp:259] Setting up inception_4b/1x1 I0511 17:32:04.814179 58 net.cpp:266] TRAIN Top shape for layer 71 'inception_4b/1x1' 5 160 40 40 (1280000) I0511 17:32:04.814183 58 layer_factory.hpp:172] Creating layer 'inception_4b/relu_1x1' of type 'ReLU' I0511 17:32:04.814186 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.814189 58 net.cpp:199] Created Layer inception_4b/relu_1x1 (72) I0511 17:32:04.814191 58 net.cpp:571] inception_4b/relu_1x1 <- inception_4b/1x1 I0511 17:32:04.814194 58 net.cpp:526] inception_4b/relu_1x1 -> inception_4b/1x1 (in-place) I0511 17:32:04.814198 58 net.cpp:259] Setting up inception_4b/relu_1x1 I0511 17:32:04.814200 58 net.cpp:266] TRAIN Top shape for layer 72 'inception_4b/relu_1x1' 5 160 40 40 (1280000) I0511 17:32:04.814203 58 layer_factory.hpp:172] Creating layer 'inception_4b/3x3_reduce' of type 'Convolution' I0511 17:32:04.814204 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.814209 58 net.cpp:199] Created Layer inception_4b/3x3_reduce (73) I0511 17:32:04.814213 58 net.cpp:571] inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_1 I0511 17:32:04.814214 58 net.cpp:541] inception_4b/3x3_reduce -> inception_4b/3x3_reduce I0511 17:32:04.815065 58 net.cpp:259] Setting up inception_4b/3x3_reduce I0511 17:32:04.815070 58 net.cpp:266] TRAIN Top shape for layer 73 'inception_4b/3x3_reduce' 5 112 40 40 (896000) I0511 17:32:04.815073 58 layer_factory.hpp:172] Creating layer 'inception_4b/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.815076 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.815079 58 net.cpp:199] Created Layer inception_4b/relu_3x3_reduce (74) I0511 17:32:04.815081 58 net.cpp:571] inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce I0511 17:32:04.815084 58 net.cpp:526] inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place) I0511 17:32:04.815088 58 net.cpp:259] Setting up inception_4b/relu_3x3_reduce I0511 17:32:04.815090 58 net.cpp:266] TRAIN Top shape for layer 74 'inception_4b/relu_3x3_reduce' 5 112 40 40 (896000) I0511 17:32:04.815093 58 layer_factory.hpp:172] Creating layer 'inception_4b/3x3' of type 'Convolution' I0511 17:32:04.815095 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.815099 58 net.cpp:199] Created Layer inception_4b/3x3 (75) I0511 17:32:04.815101 58 net.cpp:571] inception_4b/3x3 <- inception_4b/3x3_reduce I0511 17:32:04.815104 58 net.cpp:541] inception_4b/3x3 -> inception_4b/3x3 I0511 17:32:04.818724 58 net.cpp:259] Setting up inception_4b/3x3 I0511 17:32:04.818730 58 net.cpp:266] TRAIN Top shape for layer 75 'inception_4b/3x3' 5 224 40 40 (1792000) I0511 17:32:04.818735 58 layer_factory.hpp:172] Creating layer 'inception_4b/relu_3x3' of type 'ReLU' I0511 17:32:04.818737 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.818742 58 net.cpp:199] Created Layer inception_4b/relu_3x3 (76) I0511 17:32:04.818743 58 net.cpp:571] inception_4b/relu_3x3 <- inception_4b/3x3 I0511 17:32:04.818747 58 net.cpp:526] inception_4b/relu_3x3 -> inception_4b/3x3 (in-place) I0511 17:32:04.818750 58 net.cpp:259] Setting up inception_4b/relu_3x3 I0511 17:32:04.818753 58 net.cpp:266] TRAIN Top shape for layer 76 'inception_4b/relu_3x3' 5 224 40 40 (1792000) I0511 17:32:04.818755 58 layer_factory.hpp:172] Creating layer 'inception_4b/5x5_reduce' of type 'Convolution' I0511 17:32:04.818758 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.818768 58 net.cpp:199] Created Layer inception_4b/5x5_reduce (77) I0511 17:32:04.818771 58 net.cpp:571] inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_2 I0511 17:32:04.818774 58 net.cpp:541] inception_4b/5x5_reduce -> inception_4b/5x5_reduce I0511 17:32:04.819020 58 net.cpp:259] Setting up inception_4b/5x5_reduce I0511 17:32:04.819025 58 net.cpp:266] TRAIN Top shape for layer 77 'inception_4b/5x5_reduce' 5 24 40 40 (192000) I0511 17:32:04.819028 58 layer_factory.hpp:172] Creating layer 'inception_4b/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.819031 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.819033 58 net.cpp:199] Created Layer inception_4b/relu_5x5_reduce (78) I0511 17:32:04.819036 58 net.cpp:571] inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce I0511 17:32:04.819038 58 net.cpp:526] inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place) I0511 17:32:04.819042 58 net.cpp:259] Setting up inception_4b/relu_5x5_reduce I0511 17:32:04.819044 58 net.cpp:266] TRAIN Top shape for layer 78 'inception_4b/relu_5x5_reduce' 5 24 40 40 (192000) I0511 17:32:04.819047 58 layer_factory.hpp:172] Creating layer 'inception_4b/5x5' of type 'Convolution' I0511 17:32:04.819049 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.819054 58 net.cpp:199] Created Layer inception_4b/5x5 (79) I0511 17:32:04.819056 58 net.cpp:571] inception_4b/5x5 <- inception_4b/5x5_reduce I0511 17:32:04.819058 58 net.cpp:541] inception_4b/5x5 -> inception_4b/5x5 I0511 17:32:04.819648 58 net.cpp:259] Setting up inception_4b/5x5 I0511 17:32:04.819653 58 net.cpp:266] TRAIN Top shape for layer 79 'inception_4b/5x5' 5 64 40 40 (512000) I0511 17:32:04.819656 58 layer_factory.hpp:172] Creating layer 'inception_4b/relu_5x5' of type 'ReLU' I0511 17:32:04.819658 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.819661 58 net.cpp:199] Created Layer inception_4b/relu_5x5 (80) I0511 17:32:04.819664 58 net.cpp:571] inception_4b/relu_5x5 <- inception_4b/5x5 I0511 17:32:04.819666 58 net.cpp:526] inception_4b/relu_5x5 -> inception_4b/5x5 (in-place) I0511 17:32:04.819669 58 net.cpp:259] Setting up inception_4b/relu_5x5 I0511 17:32:04.819672 58 net.cpp:266] TRAIN Top shape for layer 80 'inception_4b/relu_5x5' 5 64 40 40 (512000) I0511 17:32:04.819674 58 layer_factory.hpp:172] Creating layer 'inception_4b/pool' of type 'Pooling' I0511 17:32:04.819677 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.819680 58 net.cpp:199] Created Layer inception_4b/pool (81) I0511 17:32:04.819682 58 net.cpp:571] inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_3 I0511 17:32:04.819685 58 net.cpp:541] inception_4b/pool -> inception_4b/pool I0511 17:32:04.819702 58 net.cpp:259] Setting up inception_4b/pool I0511 17:32:04.819706 58 net.cpp:266] TRAIN Top shape for layer 81 'inception_4b/pool' 5 512 40 40 (4096000) I0511 17:32:04.819708 58 layer_factory.hpp:172] Creating layer 'inception_4b/pool_proj' of type 'Convolution' I0511 17:32:04.819711 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.819716 58 net.cpp:199] Created Layer inception_4b/pool_proj (82) I0511 17:32:04.819718 58 net.cpp:571] inception_4b/pool_proj <- inception_4b/pool I0511 17:32:04.819721 58 net.cpp:541] inception_4b/pool_proj -> inception_4b/pool_proj I0511 17:32:04.820235 58 net.cpp:259] Setting up inception_4b/pool_proj I0511 17:32:04.820238 58 net.cpp:266] TRAIN Top shape for layer 82 'inception_4b/pool_proj' 5 64 40 40 (512000) I0511 17:32:04.820242 58 layer_factory.hpp:172] Creating layer 'inception_4b/relu_pool_proj' of type 'ReLU' I0511 17:32:04.820245 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.820252 58 net.cpp:199] Created Layer inception_4b/relu_pool_proj (83) I0511 17:32:04.820255 58 net.cpp:571] inception_4b/relu_pool_proj <- inception_4b/pool_proj I0511 17:32:04.820258 58 net.cpp:526] inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place) I0511 17:32:04.820261 58 net.cpp:259] Setting up inception_4b/relu_pool_proj I0511 17:32:04.820264 58 net.cpp:266] TRAIN Top shape for layer 83 'inception_4b/relu_pool_proj' 5 64 40 40 (512000) I0511 17:32:04.820266 58 layer_factory.hpp:172] Creating layer 'inception_4b/output' of type 'Concat' I0511 17:32:04.820268 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.820271 58 net.cpp:199] Created Layer inception_4b/output (84) I0511 17:32:04.820273 58 net.cpp:571] inception_4b/output <- inception_4b/1x1 I0511 17:32:04.820276 58 net.cpp:571] inception_4b/output <- inception_4b/3x3 I0511 17:32:04.820279 58 net.cpp:571] inception_4b/output <- inception_4b/5x5 I0511 17:32:04.820281 58 net.cpp:571] inception_4b/output <- inception_4b/pool_proj I0511 17:32:04.820283 58 net.cpp:541] inception_4b/output -> inception_4b/output I0511 17:32:04.820293 58 net.cpp:259] Setting up inception_4b/output I0511 17:32:04.820297 58 net.cpp:266] TRAIN Top shape for layer 84 'inception_4b/output' 5 512 40 40 (4096000) I0511 17:32:04.820298 58 layer_factory.hpp:172] Creating layer 'inception_4b/output_inception_4b/output_0_split' of type 'Split' I0511 17:32:04.820300 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.820304 58 net.cpp:199] Created Layer inception_4b/output_inception_4b/output_0_split (85) I0511 17:32:04.820307 58 net.cpp:571] inception_4b/output_inception_4b/output_0_split <- inception_4b/output I0511 17:32:04.820309 58 net.cpp:541] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0 I0511 17:32:04.820312 58 net.cpp:541] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1 I0511 17:32:04.820315 58 net.cpp:541] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2 I0511 17:32:04.820318 58 net.cpp:541] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3 I0511 17:32:04.820338 58 net.cpp:259] Setting up inception_4b/output_inception_4b/output_0_split I0511 17:32:04.820340 58 net.cpp:266] TRAIN Top shape for layer 85 'inception_4b/output_inception_4b/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.820343 58 net.cpp:266] TRAIN Top shape for layer 85 'inception_4b/output_inception_4b/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.820346 58 net.cpp:266] TRAIN Top shape for layer 85 'inception_4b/output_inception_4b/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.820348 58 net.cpp:266] TRAIN Top shape for layer 85 'inception_4b/output_inception_4b/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.820351 58 layer_factory.hpp:172] Creating layer 'inception_4c/1x1' of type 'Convolution' I0511 17:32:04.820353 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.820359 58 net.cpp:199] Created Layer inception_4c/1x1 (86) I0511 17:32:04.820363 58 net.cpp:571] inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0 I0511 17:32:04.820364 58 net.cpp:541] inception_4c/1x1 -> inception_4c/1x1 I0511 17:32:04.821336 58 net.cpp:259] Setting up inception_4c/1x1 I0511 17:32:04.821339 58 net.cpp:266] TRAIN Top shape for layer 86 'inception_4c/1x1' 5 128 40 40 (1024000) I0511 17:32:04.821342 58 layer_factory.hpp:172] Creating layer 'inception_4c/relu_1x1' of type 'ReLU' I0511 17:32:04.821346 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.821348 58 net.cpp:199] Created Layer inception_4c/relu_1x1 (87) I0511 17:32:04.821350 58 net.cpp:571] inception_4c/relu_1x1 <- inception_4c/1x1 I0511 17:32:04.821357 58 net.cpp:526] inception_4c/relu_1x1 -> inception_4c/1x1 (in-place) I0511 17:32:04.821362 58 net.cpp:259] Setting up inception_4c/relu_1x1 I0511 17:32:04.821364 58 net.cpp:266] TRAIN Top shape for layer 87 'inception_4c/relu_1x1' 5 128 40 40 (1024000) I0511 17:32:04.821367 58 layer_factory.hpp:172] Creating layer 'inception_4c/3x3_reduce' of type 'Convolution' I0511 17:32:04.821368 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.821373 58 net.cpp:199] Created Layer inception_4c/3x3_reduce (88) I0511 17:32:04.821377 58 net.cpp:571] inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1 I0511 17:32:04.821378 58 net.cpp:541] inception_4c/3x3_reduce -> inception_4c/3x3_reduce I0511 17:32:04.822338 58 net.cpp:259] Setting up inception_4c/3x3_reduce I0511 17:32:04.822342 58 net.cpp:266] TRAIN Top shape for layer 88 'inception_4c/3x3_reduce' 5 128 40 40 (1024000) I0511 17:32:04.822345 58 layer_factory.hpp:172] Creating layer 'inception_4c/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.822348 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.822351 58 net.cpp:199] Created Layer inception_4c/relu_3x3_reduce (89) I0511 17:32:04.822353 58 net.cpp:571] inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce I0511 17:32:04.822356 58 net.cpp:526] inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place) I0511 17:32:04.822360 58 net.cpp:259] Setting up inception_4c/relu_3x3_reduce I0511 17:32:04.822362 58 net.cpp:266] TRAIN Top shape for layer 89 'inception_4c/relu_3x3_reduce' 5 128 40 40 (1024000) I0511 17:32:04.822365 58 layer_factory.hpp:172] Creating layer 'inception_4c/3x3' of type 'Convolution' I0511 17:32:04.822367 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.822372 58 net.cpp:199] Created Layer inception_4c/3x3 (90) I0511 17:32:04.822374 58 net.cpp:571] inception_4c/3x3 <- inception_4c/3x3_reduce I0511 17:32:04.822376 58 net.cpp:541] inception_4c/3x3 -> inception_4c/3x3 I0511 17:32:04.826890 58 net.cpp:259] Setting up inception_4c/3x3 I0511 17:32:04.826897 58 net.cpp:266] TRAIN Top shape for layer 90 'inception_4c/3x3' 5 256 40 40 (2048000) I0511 17:32:04.826901 58 layer_factory.hpp:172] Creating layer 'inception_4c/relu_3x3' of type 'ReLU' I0511 17:32:04.826903 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.826907 58 net.cpp:199] Created Layer inception_4c/relu_3x3 (91) I0511 17:32:04.826910 58 net.cpp:571] inception_4c/relu_3x3 <- inception_4c/3x3 I0511 17:32:04.826912 58 net.cpp:526] inception_4c/relu_3x3 -> inception_4c/3x3 (in-place) I0511 17:32:04.826916 58 net.cpp:259] Setting up inception_4c/relu_3x3 I0511 17:32:04.826920 58 net.cpp:266] TRAIN Top shape for layer 91 'inception_4c/relu_3x3' 5 256 40 40 (2048000) I0511 17:32:04.826921 58 layer_factory.hpp:172] Creating layer 'inception_4c/5x5_reduce' of type 'Convolution' I0511 17:32:04.826925 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.826929 58 net.cpp:199] Created Layer inception_4c/5x5_reduce (92) I0511 17:32:04.826931 58 net.cpp:571] inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2 I0511 17:32:04.826934 58 net.cpp:541] inception_4c/5x5_reduce -> inception_4c/5x5_reduce I0511 17:32:04.827183 58 net.cpp:259] Setting up inception_4c/5x5_reduce I0511 17:32:04.827186 58 net.cpp:266] TRAIN Top shape for layer 92 'inception_4c/5x5_reduce' 5 24 40 40 (192000) I0511 17:32:04.827190 58 layer_factory.hpp:172] Creating layer 'inception_4c/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.827193 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.827196 58 net.cpp:199] Created Layer inception_4c/relu_5x5_reduce (93) I0511 17:32:04.827204 58 net.cpp:571] inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce I0511 17:32:04.827206 58 net.cpp:526] inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place) I0511 17:32:04.827210 58 net.cpp:259] Setting up inception_4c/relu_5x5_reduce I0511 17:32:04.827212 58 net.cpp:266] TRAIN Top shape for layer 93 'inception_4c/relu_5x5_reduce' 5 24 40 40 (192000) I0511 17:32:04.827215 58 layer_factory.hpp:172] Creating layer 'inception_4c/5x5' of type 'Convolution' I0511 17:32:04.827217 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.827222 58 net.cpp:199] Created Layer inception_4c/5x5 (94) I0511 17:32:04.827225 58 net.cpp:571] inception_4c/5x5 <- inception_4c/5x5_reduce I0511 17:32:04.827227 58 net.cpp:541] inception_4c/5x5 -> inception_4c/5x5 I0511 17:32:04.827827 58 net.cpp:259] Setting up inception_4c/5x5 I0511 17:32:04.827831 58 net.cpp:266] TRAIN Top shape for layer 94 'inception_4c/5x5' 5 64 40 40 (512000) I0511 17:32:04.827836 58 layer_factory.hpp:172] Creating layer 'inception_4c/relu_5x5' of type 'ReLU' I0511 17:32:04.827837 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.827841 58 net.cpp:199] Created Layer inception_4c/relu_5x5 (95) I0511 17:32:04.827843 58 net.cpp:571] inception_4c/relu_5x5 <- inception_4c/5x5 I0511 17:32:04.827847 58 net.cpp:526] inception_4c/relu_5x5 -> inception_4c/5x5 (in-place) I0511 17:32:04.827849 58 net.cpp:259] Setting up inception_4c/relu_5x5 I0511 17:32:04.827852 58 net.cpp:266] TRAIN Top shape for layer 95 'inception_4c/relu_5x5' 5 64 40 40 (512000) I0511 17:32:04.827854 58 layer_factory.hpp:172] Creating layer 'inception_4c/pool' of type 'Pooling' I0511 17:32:04.827857 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.827860 58 net.cpp:199] Created Layer inception_4c/pool (96) I0511 17:32:04.827862 58 net.cpp:571] inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3 I0511 17:32:04.827865 58 net.cpp:541] inception_4c/pool -> inception_4c/pool I0511 17:32:04.827884 58 net.cpp:259] Setting up inception_4c/pool I0511 17:32:04.827888 58 net.cpp:266] TRAIN Top shape for layer 96 'inception_4c/pool' 5 512 40 40 (4096000) I0511 17:32:04.827889 58 layer_factory.hpp:172] Creating layer 'inception_4c/pool_proj' of type 'Convolution' I0511 17:32:04.827891 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.827898 58 net.cpp:199] Created Layer inception_4c/pool_proj (97) I0511 17:32:04.827899 58 net.cpp:571] inception_4c/pool_proj <- inception_4c/pool I0511 17:32:04.827903 58 net.cpp:541] inception_4c/pool_proj -> inception_4c/pool_proj I0511 17:32:04.828418 58 net.cpp:259] Setting up inception_4c/pool_proj I0511 17:32:04.828423 58 net.cpp:266] TRAIN Top shape for layer 97 'inception_4c/pool_proj' 5 64 40 40 (512000) I0511 17:32:04.828429 58 layer_factory.hpp:172] Creating layer 'inception_4c/relu_pool_proj' of type 'ReLU' I0511 17:32:04.828431 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.828434 58 net.cpp:199] Created Layer inception_4c/relu_pool_proj (98) I0511 17:32:04.828438 58 net.cpp:571] inception_4c/relu_pool_proj <- inception_4c/pool_proj I0511 17:32:04.828439 58 net.cpp:526] inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place) I0511 17:32:04.828444 58 net.cpp:259] Setting up inception_4c/relu_pool_proj I0511 17:32:04.828446 58 net.cpp:266] TRAIN Top shape for layer 98 'inception_4c/relu_pool_proj' 5 64 40 40 (512000) I0511 17:32:04.828449 58 layer_factory.hpp:172] Creating layer 'inception_4c/output' of type 'Concat' I0511 17:32:04.828451 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.828454 58 net.cpp:199] Created Layer inception_4c/output (99) I0511 17:32:04.828461 58 net.cpp:571] inception_4c/output <- inception_4c/1x1 I0511 17:32:04.828464 58 net.cpp:571] inception_4c/output <- inception_4c/3x3 I0511 17:32:04.828466 58 net.cpp:571] inception_4c/output <- inception_4c/5x5 I0511 17:32:04.828469 58 net.cpp:571] inception_4c/output <- inception_4c/pool_proj I0511 17:32:04.828471 58 net.cpp:541] inception_4c/output -> inception_4c/output I0511 17:32:04.828481 58 net.cpp:259] Setting up inception_4c/output I0511 17:32:04.828485 58 net.cpp:266] TRAIN Top shape for layer 99 'inception_4c/output' 5 512 40 40 (4096000) I0511 17:32:04.828486 58 layer_factory.hpp:172] Creating layer 'inception_4c/output_inception_4c/output_0_split' of type 'Split' I0511 17:32:04.828490 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.828492 58 net.cpp:199] Created Layer inception_4c/output_inception_4c/output_0_split (100) I0511 17:32:04.828495 58 net.cpp:571] inception_4c/output_inception_4c/output_0_split <- inception_4c/output I0511 17:32:04.828497 58 net.cpp:541] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0 I0511 17:32:04.828500 58 net.cpp:541] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1 I0511 17:32:04.828503 58 net.cpp:541] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2 I0511 17:32:04.828506 58 net.cpp:541] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3 I0511 17:32:04.828526 58 net.cpp:259] Setting up inception_4c/output_inception_4c/output_0_split I0511 17:32:04.828528 58 net.cpp:266] TRAIN Top shape for layer 100 'inception_4c/output_inception_4c/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.828531 58 net.cpp:266] TRAIN Top shape for layer 100 'inception_4c/output_inception_4c/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.828534 58 net.cpp:266] TRAIN Top shape for layer 100 'inception_4c/output_inception_4c/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.828537 58 net.cpp:266] TRAIN Top shape for layer 100 'inception_4c/output_inception_4c/output_0_split' 5 512 40 40 (4096000) I0511 17:32:04.828539 58 layer_factory.hpp:172] Creating layer 'inception_4d/1x1' of type 'Convolution' I0511 17:32:04.828541 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.828547 58 net.cpp:199] Created Layer inception_4d/1x1 (101) I0511 17:32:04.828549 58 net.cpp:571] inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0 I0511 17:32:04.828552 58 net.cpp:541] inception_4d/1x1 -> inception_4d/1x1 I0511 17:32:04.829394 58 net.cpp:259] Setting up inception_4d/1x1 I0511 17:32:04.829398 58 net.cpp:266] TRAIN Top shape for layer 101 'inception_4d/1x1' 5 112 40 40 (896000) I0511 17:32:04.829402 58 layer_factory.hpp:172] Creating layer 'inception_4d/relu_1x1' of type 'ReLU' I0511 17:32:04.829404 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.829407 58 net.cpp:199] Created Layer inception_4d/relu_1x1 (102) I0511 17:32:04.829409 58 net.cpp:571] inception_4d/relu_1x1 <- inception_4d/1x1 I0511 17:32:04.829412 58 net.cpp:526] inception_4d/relu_1x1 -> inception_4d/1x1 (in-place) I0511 17:32:04.829416 58 net.cpp:259] Setting up inception_4d/relu_1x1 I0511 17:32:04.829418 58 net.cpp:266] TRAIN Top shape for layer 102 'inception_4d/relu_1x1' 5 112 40 40 (896000) I0511 17:32:04.829421 58 layer_factory.hpp:172] Creating layer 'inception_4d/3x3_reduce' of type 'Convolution' I0511 17:32:04.829422 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.829427 58 net.cpp:199] Created Layer inception_4d/3x3_reduce (103) I0511 17:32:04.829430 58 net.cpp:571] inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1 I0511 17:32:04.829437 58 net.cpp:541] inception_4d/3x3_reduce -> inception_4d/3x3_reduce I0511 17:32:04.830503 58 net.cpp:259] Setting up inception_4d/3x3_reduce I0511 17:32:04.830507 58 net.cpp:266] TRAIN Top shape for layer 103 'inception_4d/3x3_reduce' 5 144 40 40 (1152000) I0511 17:32:04.830510 58 layer_factory.hpp:172] Creating layer 'inception_4d/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.830513 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.830516 58 net.cpp:199] Created Layer inception_4d/relu_3x3_reduce (104) I0511 17:32:04.830518 58 net.cpp:571] inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce I0511 17:32:04.830521 58 net.cpp:526] inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place) I0511 17:32:04.830524 58 net.cpp:259] Setting up inception_4d/relu_3x3_reduce I0511 17:32:04.830528 58 net.cpp:266] TRAIN Top shape for layer 104 'inception_4d/relu_3x3_reduce' 5 144 40 40 (1152000) I0511 17:32:04.830529 58 layer_factory.hpp:172] Creating layer 'inception_4d/3x3' of type 'Convolution' I0511 17:32:04.830531 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.830536 58 net.cpp:199] Created Layer inception_4d/3x3 (105) I0511 17:32:04.830539 58 net.cpp:571] inception_4d/3x3 <- inception_4d/3x3_reduce I0511 17:32:04.830541 58 net.cpp:541] inception_4d/3x3 -> inception_4d/3x3 I0511 17:32:04.836119 58 net.cpp:259] Setting up inception_4d/3x3 I0511 17:32:04.836125 58 net.cpp:266] TRAIN Top shape for layer 105 'inception_4d/3x3' 5 288 40 40 (2304000) I0511 17:32:04.836129 58 layer_factory.hpp:172] Creating layer 'inception_4d/relu_3x3' of type 'ReLU' I0511 17:32:04.836133 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.836135 58 net.cpp:199] Created Layer inception_4d/relu_3x3 (106) I0511 17:32:04.836138 58 net.cpp:571] inception_4d/relu_3x3 <- inception_4d/3x3 I0511 17:32:04.836141 58 net.cpp:526] inception_4d/relu_3x3 -> inception_4d/3x3 (in-place) I0511 17:32:04.836145 58 net.cpp:259] Setting up inception_4d/relu_3x3 I0511 17:32:04.836148 58 net.cpp:266] TRAIN Top shape for layer 106 'inception_4d/relu_3x3' 5 288 40 40 (2304000) I0511 17:32:04.836150 58 layer_factory.hpp:172] Creating layer 'inception_4d/5x5_reduce' of type 'Convolution' I0511 17:32:04.836153 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.836158 58 net.cpp:199] Created Layer inception_4d/5x5_reduce (107) I0511 17:32:04.836160 58 net.cpp:571] inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2 I0511 17:32:04.836163 58 net.cpp:541] inception_4d/5x5_reduce -> inception_4d/5x5_reduce I0511 17:32:04.836465 58 net.cpp:259] Setting up inception_4d/5x5_reduce I0511 17:32:04.836468 58 net.cpp:266] TRAIN Top shape for layer 107 'inception_4d/5x5_reduce' 5 32 40 40 (256000) I0511 17:32:04.836472 58 layer_factory.hpp:172] Creating layer 'inception_4d/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.836475 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.836478 58 net.cpp:199] Created Layer inception_4d/relu_5x5_reduce (108) I0511 17:32:04.836480 58 net.cpp:571] inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce I0511 17:32:04.836483 58 net.cpp:526] inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place) I0511 17:32:04.836486 58 net.cpp:259] Setting up inception_4d/relu_5x5_reduce I0511 17:32:04.836488 58 net.cpp:266] TRAIN Top shape for layer 108 'inception_4d/relu_5x5_reduce' 5 32 40 40 (256000) I0511 17:32:04.836491 58 layer_factory.hpp:172] Creating layer 'inception_4d/5x5' of type 'Convolution' I0511 17:32:04.836493 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.836498 58 net.cpp:199] Created Layer inception_4d/5x5 (109) I0511 17:32:04.836506 58 net.cpp:571] inception_4d/5x5 <- inception_4d/5x5_reduce I0511 17:32:04.836509 58 net.cpp:541] inception_4d/5x5 -> inception_4d/5x5 I0511 17:32:04.837278 58 net.cpp:259] Setting up inception_4d/5x5 I0511 17:32:04.837282 58 net.cpp:266] TRAIN Top shape for layer 109 'inception_4d/5x5' 5 64 40 40 (512000) I0511 17:32:04.837286 58 layer_factory.hpp:172] Creating layer 'inception_4d/relu_5x5' of type 'ReLU' I0511 17:32:04.837288 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.837292 58 net.cpp:199] Created Layer inception_4d/relu_5x5 (110) I0511 17:32:04.837294 58 net.cpp:571] inception_4d/relu_5x5 <- inception_4d/5x5 I0511 17:32:04.837296 58 net.cpp:526] inception_4d/relu_5x5 -> inception_4d/5x5 (in-place) I0511 17:32:04.837301 58 net.cpp:259] Setting up inception_4d/relu_5x5 I0511 17:32:04.837303 58 net.cpp:266] TRAIN Top shape for layer 110 'inception_4d/relu_5x5' 5 64 40 40 (512000) I0511 17:32:04.837306 58 layer_factory.hpp:172] Creating layer 'inception_4d/pool' of type 'Pooling' I0511 17:32:04.837307 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.837311 58 net.cpp:199] Created Layer inception_4d/pool (111) I0511 17:32:04.837313 58 net.cpp:571] inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3 I0511 17:32:04.837316 58 net.cpp:541] inception_4d/pool -> inception_4d/pool I0511 17:32:04.837333 58 net.cpp:259] Setting up inception_4d/pool I0511 17:32:04.837337 58 net.cpp:266] TRAIN Top shape for layer 111 'inception_4d/pool' 5 512 40 40 (4096000) I0511 17:32:04.837339 58 layer_factory.hpp:172] Creating layer 'inception_4d/pool_proj' of type 'Convolution' I0511 17:32:04.837342 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.837347 58 net.cpp:199] Created Layer inception_4d/pool_proj (112) I0511 17:32:04.837349 58 net.cpp:571] inception_4d/pool_proj <- inception_4d/pool I0511 17:32:04.837352 58 net.cpp:541] inception_4d/pool_proj -> inception_4d/pool_proj I0511 17:32:04.837867 58 net.cpp:259] Setting up inception_4d/pool_proj I0511 17:32:04.837872 58 net.cpp:266] TRAIN Top shape for layer 112 'inception_4d/pool_proj' 5 64 40 40 (512000) I0511 17:32:04.837875 58 layer_factory.hpp:172] Creating layer 'inception_4d/relu_pool_proj' of type 'ReLU' I0511 17:32:04.837877 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.837880 58 net.cpp:199] Created Layer inception_4d/relu_pool_proj (113) I0511 17:32:04.837883 58 net.cpp:571] inception_4d/relu_pool_proj <- inception_4d/pool_proj I0511 17:32:04.837886 58 net.cpp:526] inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place) I0511 17:32:04.837889 58 net.cpp:259] Setting up inception_4d/relu_pool_proj I0511 17:32:04.837893 58 net.cpp:266] TRAIN Top shape for layer 113 'inception_4d/relu_pool_proj' 5 64 40 40 (512000) I0511 17:32:04.837894 58 layer_factory.hpp:172] Creating layer 'inception_4d/output' of type 'Concat' I0511 17:32:04.837896 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.837899 58 net.cpp:199] Created Layer inception_4d/output (114) I0511 17:32:04.837903 58 net.cpp:571] inception_4d/output <- inception_4d/1x1 I0511 17:32:04.837904 58 net.cpp:571] inception_4d/output <- inception_4d/3x3 I0511 17:32:04.837908 58 net.cpp:571] inception_4d/output <- inception_4d/5x5 I0511 17:32:04.837909 58 net.cpp:571] inception_4d/output <- inception_4d/pool_proj I0511 17:32:04.837911 58 net.cpp:541] inception_4d/output -> inception_4d/output I0511 17:32:04.837921 58 net.cpp:259] Setting up inception_4d/output I0511 17:32:04.837924 58 net.cpp:266] TRAIN Top shape for layer 114 'inception_4d/output' 5 528 40 40 (4224000) I0511 17:32:04.837926 58 layer_factory.hpp:172] Creating layer 'inception_4d/output_inception_4d/output_0_split' of type 'Split' I0511 17:32:04.837934 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.837937 58 net.cpp:199] Created Layer inception_4d/output_inception_4d/output_0_split (115) I0511 17:32:04.837939 58 net.cpp:571] inception_4d/output_inception_4d/output_0_split <- inception_4d/output I0511 17:32:04.837942 58 net.cpp:541] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0 I0511 17:32:04.837945 58 net.cpp:541] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1 I0511 17:32:04.837949 58 net.cpp:541] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2 I0511 17:32:04.837951 58 net.cpp:541] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3 I0511 17:32:04.837971 58 net.cpp:259] Setting up inception_4d/output_inception_4d/output_0_split I0511 17:32:04.837975 58 net.cpp:266] TRAIN Top shape for layer 115 'inception_4d/output_inception_4d/output_0_split' 5 528 40 40 (4224000) I0511 17:32:04.837977 58 net.cpp:266] TRAIN Top shape for layer 115 'inception_4d/output_inception_4d/output_0_split' 5 528 40 40 (4224000) I0511 17:32:04.837980 58 net.cpp:266] TRAIN Top shape for layer 115 'inception_4d/output_inception_4d/output_0_split' 5 528 40 40 (4224000) I0511 17:32:04.837982 58 net.cpp:266] TRAIN Top shape for layer 115 'inception_4d/output_inception_4d/output_0_split' 5 528 40 40 (4224000) I0511 17:32:04.837985 58 layer_factory.hpp:172] Creating layer 'inception_4e/1x1' of type 'Convolution' I0511 17:32:04.837987 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.837993 58 net.cpp:199] Created Layer inception_4e/1x1 (116) I0511 17:32:04.837996 58 net.cpp:571] inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_0 I0511 17:32:04.837998 58 net.cpp:541] inception_4e/1x1 -> inception_4e/1x1 I0511 17:32:04.839896 58 net.cpp:259] Setting up inception_4e/1x1 I0511 17:32:04.839900 58 net.cpp:266] TRAIN Top shape for layer 116 'inception_4e/1x1' 5 256 40 40 (2048000) I0511 17:32:04.839905 58 layer_factory.hpp:172] Creating layer 'inception_4e/relu_1x1' of type 'ReLU' I0511 17:32:04.839906 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.839910 58 net.cpp:199] Created Layer inception_4e/relu_1x1 (117) I0511 17:32:04.839912 58 net.cpp:571] inception_4e/relu_1x1 <- inception_4e/1x1 I0511 17:32:04.839915 58 net.cpp:526] inception_4e/relu_1x1 -> inception_4e/1x1 (in-place) I0511 17:32:04.839917 58 net.cpp:259] Setting up inception_4e/relu_1x1 I0511 17:32:04.839920 58 net.cpp:266] TRAIN Top shape for layer 117 'inception_4e/relu_1x1' 5 256 40 40 (2048000) I0511 17:32:04.839923 58 layer_factory.hpp:172] Creating layer 'inception_4e/3x3_reduce' of type 'Convolution' I0511 17:32:04.839926 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.839931 58 net.cpp:199] Created Layer inception_4e/3x3_reduce (118) I0511 17:32:04.839932 58 net.cpp:571] inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_1 I0511 17:32:04.839936 58 net.cpp:541] inception_4e/3x3_reduce -> inception_4e/3x3_reduce I0511 17:32:04.841641 58 net.cpp:259] Setting up inception_4e/3x3_reduce I0511 17:32:04.841647 58 net.cpp:266] TRAIN Top shape for layer 118 'inception_4e/3x3_reduce' 5 160 40 40 (1280000) I0511 17:32:04.841651 58 layer_factory.hpp:172] Creating layer 'inception_4e/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.841655 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.841657 58 net.cpp:199] Created Layer inception_4e/relu_3x3_reduce (119) I0511 17:32:04.841660 58 net.cpp:571] inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce I0511 17:32:04.841670 58 net.cpp:526] inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place) I0511 17:32:04.841672 58 net.cpp:259] Setting up inception_4e/relu_3x3_reduce I0511 17:32:04.841675 58 net.cpp:266] TRAIN Top shape for layer 119 'inception_4e/relu_3x3_reduce' 5 160 40 40 (1280000) I0511 17:32:04.841678 58 layer_factory.hpp:172] Creating layer 'inception_4e/3x3' of type 'Convolution' I0511 17:32:04.841681 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.841686 58 net.cpp:199] Created Layer inception_4e/3x3 (120) I0511 17:32:04.841688 58 net.cpp:571] inception_4e/3x3 <- inception_4e/3x3_reduce I0511 17:32:04.841691 58 net.cpp:541] inception_4e/3x3 -> inception_4e/3x3 I0511 17:32:04.848412 58 net.cpp:259] Setting up inception_4e/3x3 I0511 17:32:04.848418 58 net.cpp:266] TRAIN Top shape for layer 120 'inception_4e/3x3' 5 320 40 40 (2560000) I0511 17:32:04.848423 58 layer_factory.hpp:172] Creating layer 'inception_4e/relu_3x3' of type 'ReLU' I0511 17:32:04.848425 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.848428 58 net.cpp:199] Created Layer inception_4e/relu_3x3 (121) I0511 17:32:04.848431 58 net.cpp:571] inception_4e/relu_3x3 <- inception_4e/3x3 I0511 17:32:04.848433 58 net.cpp:526] inception_4e/relu_3x3 -> inception_4e/3x3 (in-place) I0511 17:32:04.848438 58 net.cpp:259] Setting up inception_4e/relu_3x3 I0511 17:32:04.848440 58 net.cpp:266] TRAIN Top shape for layer 121 'inception_4e/relu_3x3' 5 320 40 40 (2560000) I0511 17:32:04.848443 58 layer_factory.hpp:172] Creating layer 'inception_4e/5x5_reduce' of type 'Convolution' I0511 17:32:04.848444 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.848450 58 net.cpp:199] Created Layer inception_4e/5x5_reduce (122) I0511 17:32:04.848453 58 net.cpp:571] inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_2 I0511 17:32:04.848455 58 net.cpp:541] inception_4e/5x5_reduce -> inception_4e/5x5_reduce I0511 17:32:04.848765 58 net.cpp:259] Setting up inception_4e/5x5_reduce I0511 17:32:04.848768 58 net.cpp:266] TRAIN Top shape for layer 122 'inception_4e/5x5_reduce' 5 32 40 40 (256000) I0511 17:32:04.848773 58 layer_factory.hpp:172] Creating layer 'inception_4e/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.848775 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.848778 58 net.cpp:199] Created Layer inception_4e/relu_5x5_reduce (123) I0511 17:32:04.848780 58 net.cpp:571] inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce I0511 17:32:04.848783 58 net.cpp:526] inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place) I0511 17:32:04.848786 58 net.cpp:259] Setting up inception_4e/relu_5x5_reduce I0511 17:32:04.848789 58 net.cpp:266] TRAIN Top shape for layer 123 'inception_4e/relu_5x5_reduce' 5 32 40 40 (256000) I0511 17:32:04.848793 58 layer_factory.hpp:172] Creating layer 'inception_4e/5x5' of type 'Convolution' I0511 17:32:04.848794 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.848800 58 net.cpp:199] Created Layer inception_4e/5x5 (124) I0511 17:32:04.848803 58 net.cpp:571] inception_4e/5x5 <- inception_4e/5x5_reduce I0511 17:32:04.848804 58 net.cpp:541] inception_4e/5x5 -> inception_4e/5x5 I0511 17:32:04.850281 58 net.cpp:259] Setting up inception_4e/5x5 I0511 17:32:04.850286 58 net.cpp:266] TRAIN Top shape for layer 124 'inception_4e/5x5' 5 128 40 40 (1024000) I0511 17:32:04.850289 58 layer_factory.hpp:172] Creating layer 'inception_4e/relu_5x5' of type 'ReLU' I0511 17:32:04.850291 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.850294 58 net.cpp:199] Created Layer inception_4e/relu_5x5 (125) I0511 17:32:04.850297 58 net.cpp:571] inception_4e/relu_5x5 <- inception_4e/5x5 I0511 17:32:04.850306 58 net.cpp:526] inception_4e/relu_5x5 -> inception_4e/5x5 (in-place) I0511 17:32:04.850311 58 net.cpp:259] Setting up inception_4e/relu_5x5 I0511 17:32:04.850313 58 net.cpp:266] TRAIN Top shape for layer 125 'inception_4e/relu_5x5' 5 128 40 40 (1024000) I0511 17:32:04.850315 58 layer_factory.hpp:172] Creating layer 'inception_4e/pool' of type 'Pooling' I0511 17:32:04.850317 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.850322 58 net.cpp:199] Created Layer inception_4e/pool (126) I0511 17:32:04.850325 58 net.cpp:571] inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_3 I0511 17:32:04.850327 58 net.cpp:541] inception_4e/pool -> inception_4e/pool I0511 17:32:04.850351 58 net.cpp:259] Setting up inception_4e/pool I0511 17:32:04.850354 58 net.cpp:266] TRAIN Top shape for layer 126 'inception_4e/pool' 5 528 40 40 (4224000) I0511 17:32:04.850358 58 layer_factory.hpp:172] Creating layer 'inception_4e/pool_proj' of type 'Convolution' I0511 17:32:04.850359 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.850366 58 net.cpp:199] Created Layer inception_4e/pool_proj (127) I0511 17:32:04.850369 58 net.cpp:571] inception_4e/pool_proj <- inception_4e/pool I0511 17:32:04.850371 58 net.cpp:541] inception_4e/pool_proj -> inception_4e/pool_proj I0511 17:32:04.851361 58 net.cpp:259] Setting up inception_4e/pool_proj I0511 17:32:04.851364 58 net.cpp:266] TRAIN Top shape for layer 127 'inception_4e/pool_proj' 5 128 40 40 (1024000) I0511 17:32:04.851368 58 layer_factory.hpp:172] Creating layer 'inception_4e/relu_pool_proj' of type 'ReLU' I0511 17:32:04.851370 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.851378 58 net.cpp:199] Created Layer inception_4e/relu_pool_proj (128) I0511 17:32:04.851382 58 net.cpp:571] inception_4e/relu_pool_proj <- inception_4e/pool_proj I0511 17:32:04.851383 58 net.cpp:526] inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place) I0511 17:32:04.851387 58 net.cpp:259] Setting up inception_4e/relu_pool_proj I0511 17:32:04.851390 58 net.cpp:266] TRAIN Top shape for layer 128 'inception_4e/relu_pool_proj' 5 128 40 40 (1024000) I0511 17:32:04.851392 58 layer_factory.hpp:172] Creating layer 'inception_4e/output' of type 'Concat' I0511 17:32:04.851394 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.851397 58 net.cpp:199] Created Layer inception_4e/output (129) I0511 17:32:04.851400 58 net.cpp:571] inception_4e/output <- inception_4e/1x1 I0511 17:32:04.851402 58 net.cpp:571] inception_4e/output <- inception_4e/3x3 I0511 17:32:04.851405 58 net.cpp:571] inception_4e/output <- inception_4e/5x5 I0511 17:32:04.851408 58 net.cpp:571] inception_4e/output <- inception_4e/pool_proj I0511 17:32:04.851410 58 net.cpp:541] inception_4e/output -> inception_4e/output I0511 17:32:04.851419 58 net.cpp:259] Setting up inception_4e/output I0511 17:32:04.851423 58 net.cpp:266] TRAIN Top shape for layer 129 'inception_4e/output' 5 832 40 40 (6656000) I0511 17:32:04.851424 58 layer_factory.hpp:172] Creating layer 'inception_4e/output_inception_4e/output_0_split' of type 'Split' I0511 17:32:04.851428 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.851430 58 net.cpp:199] Created Layer inception_4e/output_inception_4e/output_0_split (130) I0511 17:32:04.851433 58 net.cpp:571] inception_4e/output_inception_4e/output_0_split <- inception_4e/output I0511 17:32:04.851435 58 net.cpp:541] inception_4e/output_inception_4e/output_0_split -> inception_4e/output_inception_4e/output_0_split_0 I0511 17:32:04.851439 58 net.cpp:541] inception_4e/output_inception_4e/output_0_split -> inception_4e/output_inception_4e/output_0_split_1 I0511 17:32:04.851442 58 net.cpp:541] inception_4e/output_inception_4e/output_0_split -> inception_4e/output_inception_4e/output_0_split_2 I0511 17:32:04.851452 58 net.cpp:541] inception_4e/output_inception_4e/output_0_split -> inception_4e/output_inception_4e/output_0_split_3 I0511 17:32:04.851475 58 net.cpp:259] Setting up inception_4e/output_inception_4e/output_0_split I0511 17:32:04.851477 58 net.cpp:266] TRAIN Top shape for layer 130 'inception_4e/output_inception_4e/output_0_split' 5 832 40 40 (6656000) I0511 17:32:04.851480 58 net.cpp:266] TRAIN Top shape for layer 130 'inception_4e/output_inception_4e/output_0_split' 5 832 40 40 (6656000) I0511 17:32:04.851482 58 net.cpp:266] TRAIN Top shape for layer 130 'inception_4e/output_inception_4e/output_0_split' 5 832 40 40 (6656000) I0511 17:32:04.851485 58 net.cpp:266] TRAIN Top shape for layer 130 'inception_4e/output_inception_4e/output_0_split' 5 832 40 40 (6656000) I0511 17:32:04.851488 58 layer_factory.hpp:172] Creating layer 'inception_5a/1x1' of type 'Convolution' I0511 17:32:04.851490 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.851498 58 net.cpp:199] Created Layer inception_5a/1x1 (131) I0511 17:32:04.851500 58 net.cpp:571] inception_5a/1x1 <- inception_4e/output_inception_4e/output_0_split_0 I0511 17:32:04.851503 58 net.cpp:541] inception_5a/1x1 -> inception_5a/1x1 I0511 17:32:04.854526 58 net.cpp:259] Setting up inception_5a/1x1 I0511 17:32:04.854530 58 net.cpp:266] TRAIN Top shape for layer 131 'inception_5a/1x1' 5 256 40 40 (2048000) I0511 17:32:04.854534 58 layer_factory.hpp:172] Creating layer 'inception_5a/relu_1x1' of type 'ReLU' I0511 17:32:04.854537 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.854539 58 net.cpp:199] Created Layer inception_5a/relu_1x1 (132) I0511 17:32:04.854542 58 net.cpp:571] inception_5a/relu_1x1 <- inception_5a/1x1 I0511 17:32:04.854544 58 net.cpp:526] inception_5a/relu_1x1 -> inception_5a/1x1 (in-place) I0511 17:32:04.854547 58 net.cpp:259] Setting up inception_5a/relu_1x1 I0511 17:32:04.854550 58 net.cpp:266] TRAIN Top shape for layer 132 'inception_5a/relu_1x1' 5 256 40 40 (2048000) I0511 17:32:04.854553 58 layer_factory.hpp:172] Creating layer 'inception_5a/3x3_reduce' of type 'Convolution' I0511 17:32:04.854555 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.854562 58 net.cpp:199] Created Layer inception_5a/3x3_reduce (133) I0511 17:32:04.854564 58 net.cpp:571] inception_5a/3x3_reduce <- inception_4e/output_inception_4e/output_0_split_1 I0511 17:32:04.854568 58 net.cpp:541] inception_5a/3x3_reduce -> inception_5a/3x3_reduce I0511 17:32:04.856938 58 net.cpp:259] Setting up inception_5a/3x3_reduce I0511 17:32:04.856945 58 net.cpp:266] TRAIN Top shape for layer 133 'inception_5a/3x3_reduce' 5 160 40 40 (1280000) I0511 17:32:04.856948 58 layer_factory.hpp:172] Creating layer 'inception_5a/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.856951 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.856956 58 net.cpp:199] Created Layer inception_5a/relu_3x3_reduce (134) I0511 17:32:04.856958 58 net.cpp:571] inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce I0511 17:32:04.856961 58 net.cpp:526] inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place) I0511 17:32:04.856964 58 net.cpp:259] Setting up inception_5a/relu_3x3_reduce I0511 17:32:04.856968 58 net.cpp:266] TRAIN Top shape for layer 134 'inception_5a/relu_3x3_reduce' 5 160 40 40 (1280000) I0511 17:32:04.856971 58 layer_factory.hpp:172] Creating layer 'inception_5a/3x3' of type 'Convolution' I0511 17:32:04.856973 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.856979 58 net.cpp:199] Created Layer inception_5a/3x3 (135) I0511 17:32:04.856981 58 net.cpp:571] inception_5a/3x3 <- inception_5a/3x3_reduce I0511 17:32:04.856984 58 net.cpp:541] inception_5a/3x3 -> inception_5a/3x3 I0511 17:32:04.863746 58 net.cpp:259] Setting up inception_5a/3x3 I0511 17:32:04.863754 58 net.cpp:266] TRAIN Top shape for layer 135 'inception_5a/3x3' 5 320 40 40 (2560000) I0511 17:32:04.863757 58 layer_factory.hpp:172] Creating layer 'inception_5a/relu_3x3' of type 'ReLU' I0511 17:32:04.863760 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.863765 58 net.cpp:199] Created Layer inception_5a/relu_3x3 (136) I0511 17:32:04.863766 58 net.cpp:571] inception_5a/relu_3x3 <- inception_5a/3x3 I0511 17:32:04.863770 58 net.cpp:526] inception_5a/relu_3x3 -> inception_5a/3x3 (in-place) I0511 17:32:04.863773 58 net.cpp:259] Setting up inception_5a/relu_3x3 I0511 17:32:04.863776 58 net.cpp:266] TRAIN Top shape for layer 136 'inception_5a/relu_3x3' 5 320 40 40 (2560000) I0511 17:32:04.863778 58 layer_factory.hpp:172] Creating layer 'inception_5a/5x5_reduce' of type 'Convolution' I0511 17:32:04.863781 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.863790 58 net.cpp:199] Created Layer inception_5a/5x5_reduce (137) I0511 17:32:04.863791 58 net.cpp:571] inception_5a/5x5_reduce <- inception_4e/output_inception_4e/output_0_split_2 I0511 17:32:04.863795 58 net.cpp:541] inception_5a/5x5_reduce -> inception_5a/5x5_reduce I0511 17:32:04.864238 58 net.cpp:259] Setting up inception_5a/5x5_reduce I0511 17:32:04.864243 58 net.cpp:266] TRAIN Top shape for layer 137 'inception_5a/5x5_reduce' 5 32 40 40 (256000) I0511 17:32:04.864246 58 layer_factory.hpp:172] Creating layer 'inception_5a/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.864249 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.864253 58 net.cpp:199] Created Layer inception_5a/relu_5x5_reduce (138) I0511 17:32:04.864254 58 net.cpp:571] inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce I0511 17:32:04.864256 58 net.cpp:526] inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place) I0511 17:32:04.864261 58 net.cpp:259] Setting up inception_5a/relu_5x5_reduce I0511 17:32:04.864264 58 net.cpp:266] TRAIN Top shape for layer 138 'inception_5a/relu_5x5_reduce' 5 32 40 40 (256000) I0511 17:32:04.864266 58 layer_factory.hpp:172] Creating layer 'inception_5a/5x5' of type 'Convolution' I0511 17:32:04.864269 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.864274 58 net.cpp:199] Created Layer inception_5a/5x5 (139) I0511 17:32:04.864276 58 net.cpp:571] inception_5a/5x5 <- inception_5a/5x5_reduce I0511 17:32:04.864279 58 net.cpp:541] inception_5a/5x5 -> inception_5a/5x5 I0511 17:32:04.866076 58 net.cpp:259] Setting up inception_5a/5x5 I0511 17:32:04.866081 58 net.cpp:266] TRAIN Top shape for layer 139 'inception_5a/5x5' 5 128 40 40 (1024000) I0511 17:32:04.866086 58 layer_factory.hpp:172] Creating layer 'inception_5a/relu_5x5' of type 'ReLU' I0511 17:32:04.866087 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.866091 58 net.cpp:199] Created Layer inception_5a/relu_5x5 (140) I0511 17:32:04.866093 58 net.cpp:571] inception_5a/relu_5x5 <- inception_5a/5x5 I0511 17:32:04.866096 58 net.cpp:526] inception_5a/relu_5x5 -> inception_5a/5x5 (in-place) I0511 17:32:04.866099 58 net.cpp:259] Setting up inception_5a/relu_5x5 I0511 17:32:04.866101 58 net.cpp:266] TRAIN Top shape for layer 140 'inception_5a/relu_5x5' 5 128 40 40 (1024000) I0511 17:32:04.866104 58 layer_factory.hpp:172] Creating layer 'inception_5a/pool' of type 'Pooling' I0511 17:32:04.866106 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.866111 58 net.cpp:199] Created Layer inception_5a/pool (141) I0511 17:32:04.866113 58 net.cpp:571] inception_5a/pool <- inception_4e/output_inception_4e/output_0_split_3 I0511 17:32:04.866122 58 net.cpp:541] inception_5a/pool -> inception_5a/pool I0511 17:32:04.866142 58 net.cpp:259] Setting up inception_5a/pool I0511 17:32:04.866145 58 net.cpp:266] TRAIN Top shape for layer 141 'inception_5a/pool' 5 832 40 40 (6656000) I0511 17:32:04.866148 58 layer_factory.hpp:172] Creating layer 'inception_5a/pool_proj' of type 'Convolution' I0511 17:32:04.866150 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.866158 58 net.cpp:199] Created Layer inception_5a/pool_proj (142) I0511 17:32:04.866160 58 net.cpp:571] inception_5a/pool_proj <- inception_5a/pool I0511 17:32:04.866163 58 net.cpp:541] inception_5a/pool_proj -> inception_5a/pool_proj I0511 17:32:04.867679 58 net.cpp:259] Setting up inception_5a/pool_proj I0511 17:32:04.867684 58 net.cpp:266] TRAIN Top shape for layer 142 'inception_5a/pool_proj' 5 128 40 40 (1024000) I0511 17:32:04.867688 58 layer_factory.hpp:172] Creating layer 'inception_5a/relu_pool_proj' of type 'ReLU' I0511 17:32:04.867691 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.867693 58 net.cpp:199] Created Layer inception_5a/relu_pool_proj (143) I0511 17:32:04.867697 58 net.cpp:571] inception_5a/relu_pool_proj <- inception_5a/pool_proj I0511 17:32:04.867698 58 net.cpp:526] inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place) I0511 17:32:04.867702 58 net.cpp:259] Setting up inception_5a/relu_pool_proj I0511 17:32:04.867705 58 net.cpp:266] TRAIN Top shape for layer 143 'inception_5a/relu_pool_proj' 5 128 40 40 (1024000) I0511 17:32:04.867707 58 layer_factory.hpp:172] Creating layer 'inception_5a/output' of type 'Concat' I0511 17:32:04.867710 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.867713 58 net.cpp:199] Created Layer inception_5a/output (144) I0511 17:32:04.867717 58 net.cpp:571] inception_5a/output <- inception_5a/1x1 I0511 17:32:04.867718 58 net.cpp:571] inception_5a/output <- inception_5a/3x3 I0511 17:32:04.867722 58 net.cpp:571] inception_5a/output <- inception_5a/5x5 I0511 17:32:04.867723 58 net.cpp:571] inception_5a/output <- inception_5a/pool_proj I0511 17:32:04.867727 58 net.cpp:541] inception_5a/output -> inception_5a/output I0511 17:32:04.867736 58 net.cpp:259] Setting up inception_5a/output I0511 17:32:04.867738 58 net.cpp:266] TRAIN Top shape for layer 144 'inception_5a/output' 5 832 40 40 (6656000) I0511 17:32:04.867741 58 layer_factory.hpp:172] Creating layer 'inception_5a/output_inception_5a/output_0_split' of type 'Split' I0511 17:32:04.867743 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.867748 58 net.cpp:199] Created Layer inception_5a/output_inception_5a/output_0_split (145) I0511 17:32:04.867750 58 net.cpp:571] inception_5a/output_inception_5a/output_0_split <- inception_5a/output I0511 17:32:04.867753 58 net.cpp:541] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0 I0511 17:32:04.867756 58 net.cpp:541] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1 I0511 17:32:04.867759 58 net.cpp:541] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2 I0511 17:32:04.867763 58 net.cpp:541] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3 I0511 17:32:04.867784 58 net.cpp:259] Setting up inception_5a/output_inception_5a/output_0_split I0511 17:32:04.867789 58 net.cpp:266] TRAIN Top shape for layer 145 'inception_5a/output_inception_5a/output_0_split' 5 832 40 40 (6656000) I0511 17:32:04.867791 58 net.cpp:266] TRAIN Top shape for layer 145 'inception_5a/output_inception_5a/output_0_split' 5 832 40 40 (6656000) I0511 17:32:04.867794 58 net.cpp:266] TRAIN Top shape for layer 145 'inception_5a/output_inception_5a/output_0_split' 5 832 40 40 (6656000) I0511 17:32:04.867801 58 net.cpp:266] TRAIN Top shape for layer 145 'inception_5a/output_inception_5a/output_0_split' 5 832 40 40 (6656000) I0511 17:32:04.867803 58 layer_factory.hpp:172] Creating layer 'inception_5b/1x1' of type 'Convolution' I0511 17:32:04.867806 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.867813 58 net.cpp:199] Created Layer inception_5b/1x1 (146) I0511 17:32:04.867815 58 net.cpp:571] inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0 I0511 17:32:04.867818 58 net.cpp:541] inception_5b/1x1 -> inception_5b/1x1 I0511 17:32:04.872702 58 net.cpp:259] Setting up inception_5b/1x1 I0511 17:32:04.872710 58 net.cpp:266] TRAIN Top shape for layer 146 'inception_5b/1x1' 5 384 40 40 (3072000) I0511 17:32:04.872715 58 layer_factory.hpp:172] Creating layer 'inception_5b/relu_1x1' of type 'ReLU' I0511 17:32:04.872717 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.872722 58 net.cpp:199] Created Layer inception_5b/relu_1x1 (147) I0511 17:32:04.872725 58 net.cpp:571] inception_5b/relu_1x1 <- inception_5b/1x1 I0511 17:32:04.872727 58 net.cpp:526] inception_5b/relu_1x1 -> inception_5b/1x1 (in-place) I0511 17:32:04.872731 58 net.cpp:259] Setting up inception_5b/relu_1x1 I0511 17:32:04.872735 58 net.cpp:266] TRAIN Top shape for layer 147 'inception_5b/relu_1x1' 5 384 40 40 (3072000) I0511 17:32:04.872736 58 layer_factory.hpp:172] Creating layer 'inception_5b/3x3_reduce' of type 'Convolution' I0511 17:32:04.872740 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.872748 58 net.cpp:199] Created Layer inception_5b/3x3_reduce (148) I0511 17:32:04.872750 58 net.cpp:571] inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1 I0511 17:32:04.872753 58 net.cpp:541] inception_5b/3x3_reduce -> inception_5b/3x3_reduce I0511 17:32:04.875005 58 net.cpp:259] Setting up inception_5b/3x3_reduce I0511 17:32:04.875008 58 net.cpp:266] TRAIN Top shape for layer 148 'inception_5b/3x3_reduce' 5 192 40 40 (1536000) I0511 17:32:04.875012 58 layer_factory.hpp:172] Creating layer 'inception_5b/relu_3x3_reduce' of type 'ReLU' I0511 17:32:04.875015 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.875017 58 net.cpp:199] Created Layer inception_5b/relu_3x3_reduce (149) I0511 17:32:04.875020 58 net.cpp:571] inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce I0511 17:32:04.875022 58 net.cpp:526] inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place) I0511 17:32:04.875026 58 net.cpp:259] Setting up inception_5b/relu_3x3_reduce I0511 17:32:04.875030 58 net.cpp:266] TRAIN Top shape for layer 149 'inception_5b/relu_3x3_reduce' 5 192 40 40 (1536000) I0511 17:32:04.875031 58 layer_factory.hpp:172] Creating layer 'inception_5b/3x3' of type 'Convolution' I0511 17:32:04.875033 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.875041 58 net.cpp:199] Created Layer inception_5b/3x3 (150) I0511 17:32:04.875043 58 net.cpp:571] inception_5b/3x3 <- inception_5b/3x3_reduce I0511 17:32:04.875046 58 net.cpp:541] inception_5b/3x3 -> inception_5b/3x3 I0511 17:32:04.884600 58 net.cpp:259] Setting up inception_5b/3x3 I0511 17:32:04.884606 58 net.cpp:266] TRAIN Top shape for layer 150 'inception_5b/3x3' 5 384 40 40 (3072000) I0511 17:32:04.884611 58 layer_factory.hpp:172] Creating layer 'inception_5b/relu_3x3' of type 'ReLU' I0511 17:32:04.884613 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.884618 58 net.cpp:199] Created Layer inception_5b/relu_3x3 (151) I0511 17:32:04.884619 58 net.cpp:571] inception_5b/relu_3x3 <- inception_5b/3x3 I0511 17:32:04.884622 58 net.cpp:526] inception_5b/relu_3x3 -> inception_5b/3x3 (in-place) I0511 17:32:04.884634 58 net.cpp:259] Setting up inception_5b/relu_3x3 I0511 17:32:04.884636 58 net.cpp:266] TRAIN Top shape for layer 151 'inception_5b/relu_3x3' 5 384 40 40 (3072000) I0511 17:32:04.884639 58 layer_factory.hpp:172] Creating layer 'inception_5b/5x5_reduce' of type 'Convolution' I0511 17:32:04.884641 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.884649 58 net.cpp:199] Created Layer inception_5b/5x5_reduce (152) I0511 17:32:04.884650 58 net.cpp:571] inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2 I0511 17:32:04.884654 58 net.cpp:541] inception_5b/5x5_reduce -> inception_5b/5x5_reduce I0511 17:32:04.885293 58 net.cpp:259] Setting up inception_5b/5x5_reduce I0511 17:32:04.885296 58 net.cpp:266] TRAIN Top shape for layer 152 'inception_5b/5x5_reduce' 5 48 40 40 (384000) I0511 17:32:04.885300 58 layer_factory.hpp:172] Creating layer 'inception_5b/relu_5x5_reduce' of type 'ReLU' I0511 17:32:04.885303 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.885306 58 net.cpp:199] Created Layer inception_5b/relu_5x5_reduce (153) I0511 17:32:04.885308 58 net.cpp:571] inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce I0511 17:32:04.885311 58 net.cpp:526] inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place) I0511 17:32:04.885315 58 net.cpp:259] Setting up inception_5b/relu_5x5_reduce I0511 17:32:04.885318 58 net.cpp:266] TRAIN Top shape for layer 153 'inception_5b/relu_5x5_reduce' 5 48 40 40 (384000) I0511 17:32:04.885321 58 layer_factory.hpp:172] Creating layer 'inception_5b/5x5' of type 'Convolution' I0511 17:32:04.885324 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.885330 58 net.cpp:199] Created Layer inception_5b/5x5 (154) I0511 17:32:04.885332 58 net.cpp:571] inception_5b/5x5 <- inception_5b/5x5_reduce I0511 17:32:04.885335 58 net.cpp:541] inception_5b/5x5 -> inception_5b/5x5 I0511 17:32:04.887481 58 net.cpp:259] Setting up inception_5b/5x5 I0511 17:32:04.887486 58 net.cpp:266] TRAIN Top shape for layer 154 'inception_5b/5x5' 5 128 40 40 (1024000) I0511 17:32:04.887490 58 layer_factory.hpp:172] Creating layer 'inception_5b/relu_5x5' of type 'ReLU' I0511 17:32:04.887492 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.887495 58 net.cpp:199] Created Layer inception_5b/relu_5x5 (155) I0511 17:32:04.887498 58 net.cpp:571] inception_5b/relu_5x5 <- inception_5b/5x5 I0511 17:32:04.887501 58 net.cpp:526] inception_5b/relu_5x5 -> inception_5b/5x5 (in-place) I0511 17:32:04.887504 58 net.cpp:259] Setting up inception_5b/relu_5x5 I0511 17:32:04.887506 58 net.cpp:266] TRAIN Top shape for layer 155 'inception_5b/relu_5x5' 5 128 40 40 (1024000) I0511 17:32:04.887509 58 layer_factory.hpp:172] Creating layer 'inception_5b/pool' of type 'Pooling' I0511 17:32:04.887511 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.887516 58 net.cpp:199] Created Layer inception_5b/pool (156) I0511 17:32:04.887518 58 net.cpp:571] inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3 I0511 17:32:04.887522 58 net.cpp:541] inception_5b/pool -> inception_5b/pool I0511 17:32:04.887542 58 net.cpp:259] Setting up inception_5b/pool I0511 17:32:04.887545 58 net.cpp:266] TRAIN Top shape for layer 156 'inception_5b/pool' 5 832 40 40 (6656000) I0511 17:32:04.887547 58 layer_factory.hpp:172] Creating layer 'inception_5b/pool_proj' of type 'Convolution' I0511 17:32:04.887550 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.887557 58 net.cpp:199] Created Layer inception_5b/pool_proj (157) I0511 17:32:04.887559 58 net.cpp:571] inception_5b/pool_proj <- inception_5b/pool I0511 17:32:04.887562 58 net.cpp:541] inception_5b/pool_proj -> inception_5b/pool_proj I0511 17:32:04.889571 58 net.cpp:259] Setting up inception_5b/pool_proj I0511 17:32:04.889578 58 net.cpp:266] TRAIN Top shape for layer 157 'inception_5b/pool_proj' 5 128 40 40 (1024000) I0511 17:32:04.889582 58 layer_factory.hpp:172] Creating layer 'inception_5b/relu_pool_proj' of type 'ReLU' I0511 17:32:04.889585 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.889590 58 net.cpp:199] Created Layer inception_5b/relu_pool_proj (158) I0511 17:32:04.889591 58 net.cpp:571] inception_5b/relu_pool_proj <- inception_5b/pool_proj I0511 17:32:04.889595 58 net.cpp:526] inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place) I0511 17:32:04.889598 58 net.cpp:259] Setting up inception_5b/relu_pool_proj I0511 17:32:04.889600 58 net.cpp:266] TRAIN Top shape for layer 158 'inception_5b/relu_pool_proj' 5 128 40 40 (1024000) I0511 17:32:04.889603 58 layer_factory.hpp:172] Creating layer 'inception_5b/output' of type 'Concat' I0511 17:32:04.889605 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.889609 58 net.cpp:199] Created Layer inception_5b/output (159) I0511 17:32:04.889611 58 net.cpp:571] inception_5b/output <- inception_5b/1x1 I0511 17:32:04.889614 58 net.cpp:571] inception_5b/output <- inception_5b/3x3 I0511 17:32:04.889616 58 net.cpp:571] inception_5b/output <- inception_5b/5x5 I0511 17:32:04.889619 58 net.cpp:571] inception_5b/output <- inception_5b/pool_proj I0511 17:32:04.889621 58 net.cpp:541] inception_5b/output -> inception_5b/output I0511 17:32:04.889632 58 net.cpp:259] Setting up inception_5b/output I0511 17:32:04.889636 58 net.cpp:266] TRAIN Top shape for layer 159 'inception_5b/output' 5 1024 40 40 (8192000) I0511 17:32:04.889637 58 layer_factory.hpp:172] Creating layer 'pool5/drop_s1' of type 'Dropout' I0511 17:32:04.889639 58 layer_factory.hpp:184] Layer's types are Ftype:FLOAT Btype:FLOAT Fmath:FLOAT Bmath:FLOAT I0511 17:32:04.889649 58 net.cpp:199] Created Layer pool5/drop_s1 (160) I0511 17:32:04.889652 58 net.cpp:571] pool5/drop_s1 <- inception_5b/output I0511 17:32:04.889654 58 net.cpp:541] pool5/drop_s1 -> pool5/drop_s1 F0511 17:32:04.893307 58 cudnn_dropout_layer.cpp:26] Check failed: status == CUDNN_STATUS_SUCCESS (8 vs. 0) CUDNN_STATUS_EXECUTION_FAILED, device 0 *** Check failure stack trace: *** @ 0x7fd6033635cd google::LogMessage::Fail() @ 0x7fd603365433 google::LogMessage::SendToLog() @ 0x7fd60336315b google::LogMessage::Flush() @ 0x7fd603365e1e google::LogMessageFatal::~LogMessageFatal() @ 0x7fd603fe9ccd caffe::CuDNNDropoutLayer<>::LayerSetUp() @ 0x7fd6041e7302 caffe::Net::Init() @ 0x7fd6041e8d5e caffe::Net::Net() @ 0x7fd6041adcaf caffe::Solver::InitTrainNet() @ 0x7fd6041ae234 caffe::Solver::Init() @ 0x7fd6041ae6ca caffe::Solver::Solver() @ 0x7fd6040f9086 caffe::Creator_AdamSolver() @ 0x4194d6 caffe::SolverRegistry::CreateSolver() @ 0x4120c5 train() @ 0x40c9e0 main @ 0x7fd601926830 __libc_start_main @ 0x40d509 _start @ (nil) (unknown)