Thank you for your your help @Morganh, but the “problem” is still going on.
I was aware of that and checked that resizing the images to half their size would fit the restriction… then I just didn’t notice my new dimensions were not exactly half of the original height and width.
I resized the images properly now to 624 x 192 instead of 621 x 188.
I got a better output now, it seems like working, but it still looks strange.
After the net description and before of that it looks like a proper training, i get a lot of lines like the one below as output… Is that normal, can I just ignore it, or does that line means something odd is happening?
2020-06-15 14:27:31,851 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.077
Here below is the full output (I removed some redundant lines becouse of forum limits n coments, but you can get the idea).
Using TensorFlow backend.
2020-06-15 14:10:29,523 [INFO] iva.detectnet_v2.scripts.train: Loading experiment spec at /workspace/examples/detectnet_v2/specs/detectnet_v2_train_resnet18_kitti.txt.
2020-06-15 14:10:29,524 [INFO] iva.detectnet_v2.spec_handler.spec_loader: Merging specification from /workspace/examples/detectnet_v2/specs/detectnet_v2_train_resnet18_kitti.txt
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) (None, 3, 192, 624) 0
__________________________________________________________________________________________________
conv1 (Conv2D) (None, 64, 96, 312) 9472 input_1[0][0]
__________________________________________________________________________________________________
bn_conv1 (BatchNormalization) (None, 64, 96, 312) 256 conv1[0][0]
__________________________________________________________________________________________________
activation_1 (Activation) (None, 64, 96, 312) 0 bn_conv1[0][0]
__________________________________________________________________________________________________
block_1a_conv_1 (Conv2D) (None, 64, 48, 156) 36928 activation_1[0][0]
__________________________________________________________________________________________________
block_1a_bn_1 (BatchNormalizati (None, 64, 48, 156) 256 block_1a_conv_1[0][0]
__________________________________________________________________________________________________
block_1a_relu_1 (Activation) (None, 64, 48, 156) 0 block_1a_bn_1[0][0]
__________________________________________________________________________________________________
block_1a_conv_2 (Conv2D) (None, 64, 48, 156) 36928 block_1a_relu_1[0][0]
__________________________________________________________________________________________________
block_1a_conv_shortcut (Conv2D) (None, 64, 48, 156) 4160 activation_1[0][0]
__________________________________________________________________________________________________
block_1a_bn_2 (BatchNormalizati (None, 64, 48, 156) 256 block_1a_conv_2[0][0]
__________________________________________________________________________________________________
block_1a_bn_shortcut (BatchNorm (None, 64, 48, 156) 256 block_1a_conv_shortcut[0][0]
__________________________________________________________________________________________________
add_1 (Add) (None, 64, 48, 156) 0 block_1a_bn_2[0][0]
block_1a_bn_shortcut[0][0]
__________________________________________________________________________________________________
block_1a_relu (Activation) (None, 64, 48, 156) 0 add_1[0][0]
__________________________________________________________________________________________________
block_1b_conv_1 (Conv2D) (None, 64, 48, 156) 36928 block_1a_relu[0][0]
__________________________________________________________________________________________________
block_1b_bn_1 (BatchNormalizati (None, 64, 48, 156) 256 block_1b_conv_1[0][0]
__________________________________________________________________________________________________
block_1b_relu_1 (Activation) (None, 64, 48, 156) 0 block_1b_bn_1[0][0]
__________________________________________________________________________________________________
block_1b_conv_2 (Conv2D) (None, 64, 48, 156) 36928 block_1b_relu_1[0][0]
__________________________________________________________________________________________________
block_1b_bn_2 (BatchNormalizati (None, 64, 48, 156) 256 block_1b_conv_2[0][0]
__________________________________________________________________________________________________
add_2 (Add) (None, 64, 48, 156) 0 block_1b_bn_2[0][0]
block_1a_relu[0][0]
__________________________________________________________________________________________________
block_1b_relu (Activation) (None, 64, 48, 156) 0 add_2[0][0]
__________________________________________________________________________________________________
block_2a_conv_1 (Conv2D) (None, 128, 24, 78) 73856 block_1b_relu[0][0]
__________________________________________________________________________________________________
block_2a_bn_1 (BatchNormalizati (None, 128, 24, 78) 512 block_2a_conv_1[0][0]
__________________________________________________________________________________________________
block_2a_relu_1 (Activation) (None, 128, 24, 78) 0 block_2a_bn_1[0][0]
__________________________________________________________________________________________________
block_2a_conv_2 (Conv2D) (None, 128, 24, 78) 147584 block_2a_relu_1[0][0]
__________________________________________________________________________________________________
block_2a_conv_shortcut (Conv2D) (None, 128, 24, 78) 8320 block_1b_relu[0][0]
__________________________________________________________________________________________________
block_2a_bn_2 (BatchNormalizati (None, 128, 24, 78) 512 block_2a_conv_2[0][0]
__________________________________________________________________________________________________
block_2a_bn_shortcut (BatchNorm (None, 128, 24, 78) 512 block_2a_conv_shortcut[0][0]
__________________________________________________________________________________________________
add_3 (Add) (None, 128, 24, 78) 0 block_2a_bn_2[0][0]
block_2a_bn_shortcut[0][0]
__________________________________________________________________________________________________
block_2a_relu (Activation) (None, 128, 24, 78) 0 add_3[0][0]
__________________________________________________________________________________________________
block_2b_conv_1 (Conv2D) (None, 128, 24, 78) 147584 block_2a_relu[0][0]
__________________________________________________________________________________________________
block_2b_bn_1 (BatchNormalizati (None, 128, 24, 78) 512 block_2b_conv_1[0][0]
__________________________________________________________________________________________________
block_2b_relu_1 (Activation) (None, 128, 24, 78) 0 block_2b_bn_1[0][0]
__________________________________________________________________________________________________
block_2b_conv_2 (Conv2D) (None, 128, 24, 78) 147584 block_2b_relu_1[0][0]
__________________________________________________________________________________________________
block_2b_bn_2 (BatchNormalizati (None, 128, 24, 78) 512 block_2b_conv_2[0][0]
__________________________________________________________________________________________________
add_4 (Add) (None, 128, 24, 78) 0 block_2b_bn_2[0][0]
block_2a_relu[0][0]
__________________________________________________________________________________________________
block_2b_relu (Activation) (None, 128, 24, 78) 0 add_4[0][0]
__________________________________________________________________________________________________
block_3a_conv_1 (Conv2D) (None, 256, 12, 39) 295168 block_2b_relu[0][0]
__________________________________________________________________________________________________
block_3a_bn_1 (BatchNormalizati (None, 256, 12, 39) 1024 block_3a_conv_1[0][0]
__________________________________________________________________________________________________
block_3a_relu_1 (Activation) (None, 256, 12, 39) 0 block_3a_bn_1[0][0]
__________________________________________________________________________________________________
block_3a_conv_2 (Conv2D) (None, 256, 12, 39) 590080 block_3a_relu_1[0][0]
__________________________________________________________________________________________________
block_3a_conv_shortcut (Conv2D) (None, 256, 12, 39) 33024 block_2b_relu[0][0]
__________________________________________________________________________________________________
block_3a_bn_2 (BatchNormalizati (None, 256, 12, 39) 1024 block_3a_conv_2[0][0]
__________________________________________________________________________________________________
block_3a_bn_shortcut (BatchNorm (None, 256, 12, 39) 1024 block_3a_conv_shortcut[0][0]
__________________________________________________________________________________________________
add_5 (Add) (None, 256, 12, 39) 0 block_3a_bn_2[0][0]
block_3a_bn_shortcut[0][0]
__________________________________________________________________________________________________
block_3a_relu (Activation) (None, 256, 12, 39) 0 add_5[0][0]
__________________________________________________________________________________________________
block_3b_conv_1 (Conv2D) (None, 256, 12, 39) 590080 block_3a_relu[0][0]
__________________________________________________________________________________________________
block_3b_bn_1 (BatchNormalizati (None, 256, 12, 39) 1024 block_3b_conv_1[0][0]
__________________________________________________________________________________________________
block_3b_relu_1 (Activation) (None, 256, 12, 39) 0 block_3b_bn_1[0][0]
__________________________________________________________________________________________________
block_3b_conv_2 (Conv2D) (None, 256, 12, 39) 590080 block_3b_relu_1[0][0]
__________________________________________________________________________________________________
block_3b_bn_2 (BatchNormalizati (None, 256, 12, 39) 1024 block_3b_conv_2[0][0]
__________________________________________________________________________________________________
add_6 (Add) (None, 256, 12, 39) 0 block_3b_bn_2[0][0]
block_3a_relu[0][0]
__________________________________________________________________________________________________
block_3b_relu (Activation) (None, 256, 12, 39) 0 add_6[0][0]
__________________________________________________________________________________________________
block_4a_conv_1 (Conv2D) (None, 512, 12, 39) 1180160 block_3b_relu[0][0]
__________________________________________________________________________________________________
block_4a_bn_1 (BatchNormalizati (None, 512, 12, 39) 2048 block_4a_conv_1[0][0]
__________________________________________________________________________________________________
block_4a_relu_1 (Activation) (None, 512, 12, 39) 0 block_4a_bn_1[0][0]
__________________________________________________________________________________________________
block_4a_conv_2 (Conv2D) (None, 512, 12, 39) 2359808 block_4a_relu_1[0][0]
__________________________________________________________________________________________________
block_4a_conv_shortcut (Conv2D) (None, 512, 12, 39) 131584 block_3b_relu[0][0]
__________________________________________________________________________________________________
block_4a_bn_2 (BatchNormalizati (None, 512, 12, 39) 2048 block_4a_conv_2[0][0]
__________________________________________________________________________________________________
block_4a_bn_shortcut (BatchNorm (None, 512, 12, 39) 2048 block_4a_conv_shortcut[0][0]
__________________________________________________________________________________________________
add_7 (Add) (None, 512, 12, 39) 0 block_4a_bn_2[0][0]
block_4a_bn_shortcut[0][0]
__________________________________________________________________________________________________
block_4a_relu (Activation) (None, 512, 12, 39) 0 add_7[0][0]
__________________________________________________________________________________________________
block_4b_conv_1 (Conv2D) (None, 512, 12, 39) 2359808 block_4a_relu[0][0]
__________________________________________________________________________________________________
block_4b_bn_1 (BatchNormalizati (None, 512, 12, 39) 2048 block_4b_conv_1[0][0]
__________________________________________________________________________________________________
block_4b_relu_1 (Activation) (None, 512, 12, 39) 0 block_4b_bn_1[0][0]
__________________________________________________________________________________________________
block_4b_conv_2 (Conv2D) (None, 512, 12, 39) 2359808 block_4b_relu_1[0][0]
__________________________________________________________________________________________________
block_4b_bn_2 (BatchNormalizati (None, 512, 12, 39) 2048 block_4b_conv_2[0][0]
__________________________________________________________________________________________________
add_8 (Add) (None, 512, 12, 39) 0 block_4b_bn_2[0][0]
block_4a_relu[0][0]
__________________________________________________________________________________________________
block_4b_relu (Activation) (None, 512, 12, 39) 0 add_8[0][0]
__________________________________________________________________________________________________
output_bbox (Conv2D) (None, 12, 12, 39) 6156 block_4b_relu[0][0]
__________________________________________________________________________________________________
output_cov (Conv2D) (None, 3, 12, 39) 1539 block_4b_relu[0][0]
==================================================================================================
Total params: 11,203,023
Trainable params: 11,193,295
Non-trainable params: 9,728
__________________________________________________________________________________________________
target/truncation is not updated to match the crop areaif the dataset contains target/truncation.
2020-06-15 14:15:35,877 [INFO] iva.detectnet_v2.scripts.train: Found 6434 samples in training set
target/truncation is not updated to match the crop areaif the dataset contains target/truncation.
2020-06-15 14:15:40,262 [INFO] iva.detectnet_v2.scripts.train: Found 1047 samples in validation set
2020-06-15 14:16:16,725 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/task_progress_monitor_hook.pyc: Epoch 0/2: loss: 0.12803 Time taken: 0:00:00 ETA: 0:00:00
2020-06-15 14:16:25,767 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 1.461
2020-06-15 14:16:28,643 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.692
2020-06-15 14:16:31,533 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.653
2020-06-15 14:16:34,423 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.652
2020-06-15 14:16:37,295 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.706
2020-06-15 14:16:40,152 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.751
2020-06-15 14:16:43,025 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.702
2020-06-15 14:16:45,913 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.659
2020-06-15 14:16:48,808 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.637
2020-06-15 14:16:51,696 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.656
2020-06-15 14:16:54,573 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.692
2020-06-15 14:16:57,446 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.701
2020-06-15 14:17:00,329 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.671
2020-06-15 14:17:03,254 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.548
2020-06-15 14:17:06,153 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.626
2020-06-15 14:17:09,115 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.439
2020-06-15 14:17:12,142 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.260
2020-06-15 14:17:15,196 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.188
2020-06-15 14:17:18,308 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.034
2020-06-15 14:17:21,207 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.623
2020-06-15 14:17:24,002 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.948
2020-06-15 14:17:26,717 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.209
2020-06-15 14:17:29,434 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.203
2020-06-15 14:17:32,182 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.096
2020-06-15 14:17:34,928 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.108
2020-06-15 14:17:40,889 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 4.194
2020-06-15 14:17:43,635 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.107
2020-06-15 14:17:46,380 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.107
2020-06-15 14:17:49,122 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.120
2020-06-15 14:17:51,812 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.294
2020-06-15 14:17:54,659 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.783
2020-06-15 14:17:57,426 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.035
2020-06-15 14:18:00,168 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.119
2020-06-15 14:18:02,935 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.036
2020-06-15 14:18:05,721 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.973
2020-06-15 14:18:08,449 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.166
2020-06-15 14:18:11,242 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.951
2020-06-15 14:18:13,994 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.085
2020-06-15 14:18:16,668 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.350
2020-06-15 14:18:19,462 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.948
2020-06-15 14:18:22,169 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.239
2020-06-15 14:18:24,915 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.105
2020-06-15 14:18:27,639 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.178
2020-06-15 14:18:30,414 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.011
2020-06-15 14:18:33,139 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.176
2020-06-15 14:18:35,895 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.072
2020-06-15 14:18:38,669 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.012
2020-06-15 14:18:41,398 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.164
2020-06-15 14:18:44,197 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.932
2020-06-15 14:18:46,895 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.267
2020-06-15 14:18:49,620 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.174
2020-06-15 14:18:52,353 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.147
2020-06-15 14:18:55,108 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.078
2020-06-15 14:18:57,829 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.187
2020-06-15 14:19:00,550 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.192
2020-06-15 14:19:03,379 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.835
2020-06-15 14:19:06,088 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.230
2020-06-15 14:19:08,822 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.147
2020-06-15 14:19:11,539 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.201
2020-06-15 14:19:14,352 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.887
2020-06-15 14:19:17,067 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.211
2020-06-15 14:19:19,779 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.217
2020-06-15 14:19:22,578 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.933
2020-06-15 14:19:25,359 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.992
2020-06-15 14:19:28,147 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.966
2020-06-15 14:19:30,869 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.186
2020-06-15 14:19:33,583 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.213
2020-06-15 14:19:36,327 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.113
2020-06-15 14:19:39,095 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.031
2020-06-15 14:19:41,819 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.179
2020-06-15 14:19:44,531 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.218
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2020-06-15 14:29:00,691 [INFO] iva.detectnet_v2.evaluation.evaluation: step 760 / 1047, 0.05s/step
2020-06-15 14:29:01,124 [INFO] iva.detectnet_v2.evaluation.evaluation: step 770 / 1047, 0.04s/step
2020-06-15 14:29:01,562 [INFO] iva.detectnet_v2.evaluation.evaluation: step 780 / 1047, 0.04s/step
2020-06-15 14:29:01,989 [INFO] iva.detectnet_v2.evaluation.evaluation: step 790 / 1047, 0.04s/step
2020-06-15 14:29:02,397 [INFO] iva.detectnet_v2.evaluation.evaluation: step 800 / 1047, 0.04s/step
2020-06-15 14:29:02,850 [INFO] iva.detectnet_v2.evaluation.evaluation: step 810 / 1047, 0.05s/step
2020-06-15 14:29:03,293 [INFO] iva.detectnet_v2.evaluation.evaluation: step 820 / 1047, 0.04s/step
2020-06-15 14:29:03,709 [INFO] iva.detectnet_v2.evaluation.evaluation: step 830 / 1047, 0.04s/step
2020-06-15 14:29:04,155 [INFO] iva.detectnet_v2.evaluation.evaluation: step 840 / 1047, 0.04s/step
2020-06-15 14:29:04,586 [INFO] iva.detectnet_v2.evaluation.evaluation: step 850 / 1047, 0.04s/step
2020-06-15 14:29:05,018 [INFO] iva.detectnet_v2.evaluation.evaluation: step 860 / 1047, 0.04s/step
2020-06-15 14:29:05,447 [INFO] iva.detectnet_v2.evaluation.evaluation: step 870 / 1047, 0.04s/step
2020-06-15 14:29:05,840 [INFO] iva.detectnet_v2.evaluation.evaluation: step 880 / 1047, 0.04s/step
2020-06-15 14:29:06,273 [INFO] iva.detectnet_v2.evaluation.evaluation: step 890 / 1047, 0.04s/step
2020-06-15 14:29:06,709 [INFO] iva.detectnet_v2.evaluation.evaluation: step 900 / 1047, 0.04s/step
2020-06-15 14:29:07,125 [INFO] iva.detectnet_v2.evaluation.evaluation: step 910 / 1047, 0.04s/step
2020-06-15 14:29:07,570 [INFO] iva.detectnet_v2.evaluation.evaluation: step 920 / 1047, 0.04s/step
2020-06-15 14:29:07,983 [INFO] iva.detectnet_v2.evaluation.evaluation: step 930 / 1047, 0.04s/step
2020-06-15 14:29:08,371 [INFO] iva.detectnet_v2.evaluation.evaluation: step 940 / 1047, 0.04s/step
2020-06-15 14:29:08,804 [INFO] iva.detectnet_v2.evaluation.evaluation: step 950 / 1047, 0.04s/step
2020-06-15 14:29:09,222 [INFO] iva.detectnet_v2.evaluation.evaluation: step 960 / 1047, 0.04s/step
2020-06-15 14:29:09,621 [INFO] iva.detectnet_v2.evaluation.evaluation: step 970 / 1047, 0.04s/step
2020-06-15 14:29:10,062 [INFO] iva.detectnet_v2.evaluation.evaluation: step 980 / 1047, 0.04s/step
2020-06-15 14:29:10,485 [INFO] iva.detectnet_v2.evaluation.evaluation: step 990 / 1047, 0.04s/step
2020-06-15 14:29:10,921 [INFO] iva.detectnet_v2.evaluation.evaluation: step 1000 / 1047, 0.04s/step
2020-06-15 14:29:11,333 [INFO] iva.detectnet_v2.evaluation.evaluation: step 1010 / 1047, 0.04s/step
2020-06-15 14:29:11,729 [INFO] iva.detectnet_v2.evaluation.evaluation: step 1020 / 1047, 0.04s/step
2020-06-15 14:29:12,158 [INFO] iva.detectnet_v2.evaluation.evaluation: step 1030 / 1047, 0.04s/step
2020-06-15 14:29:12,586 [INFO] iva.detectnet_v2.evaluation.evaluation: step 1040 / 1047, 0.04s/step
Matching predictions to ground truth, class 1/3.: 100%|█| 24106/24106 [00:01<00:
Matching predictions to ground truth, class 2/3.: 100%|█| 576/576 [00:00<00:00,
Matching predictions to ground truth, class 3/3.: 100%|█| 9884/9884 [00:00<00:00
Epoch 1/2
=========================
Validation cost: 0.000294
Mean average_precision (in %): 8.7194
class name average precision (in %)
------------ --------------------------
car 9.18049
cyclist 3.563
pedestrian 13.4148
Median Inference Time: 0.030580
2020-06-15 14:29:15,760 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/task_progress_monitor_hook.pyc: Epoch 1/2: loss: 0.00086 Time taken: 0:13:06.842792 ETA: 0:13:06.842792
2020-06-15 14:29:17,512 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 0.489
2020-06-15 14:29:20,239 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.169
2020-06-15 14:29:23,090 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.771
2020-06-15 14:29:25,947 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.752
2020-06-15 14:29:28,801 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.758
2020-06-15 14:29:31,517 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.208
2020-06-15 14:29:34,202 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.310
2020-06-15 14:29:37,007 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.914
2020-06-15 14:29:40,056 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.200
2020-06-15 14:29:42,965 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.596
2020-06-15 14:29:46,050 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.104
2020-06-15 14:29:48,768 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.201
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2020-06-15 14:29:54,528 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.494
2020-06-15 14:29:57,563 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.238
2020-06-15 14:30:00,506 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.494
2020-06-15 14:30:03,445 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.508
2020-06-15 14:30:06,372 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.543
2020-06-15 14:30:09,326 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.464
2020-06-15 14:30:12,198 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.706
2020-06-15 14:30:15,086 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.659
2020-06-15 14:30:17,909 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.855
2020-06-15 14:30:20,771 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.738
2020-06-15 14:30:23,491 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.191
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2020-06-15 14:31:12,871 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.087
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2020-06-15 14:31:21,200 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.906
2020-06-15 14:31:23,926 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 9.174
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2020-06-15 14:32:01,285 [INFO] /usr/local/lib/python2.7/dist-packages/iva/detectnet_v2/tfhooks/sample_counter_hook.pyc: Samples / sec: 8.729
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Matching predictions to ground truth, class 1/3.: 100%|█| 13648/13648 [00:00<00:
Matching predictions to ground truth, class 2/3.: 100%|█| 1092/1092 [00:00<00:00
Matching predictions to ground truth, class 3/3.: 100%|█| 2970/2970 [00:00<00:00
Epoch 2/2
=========================
Validation cost: 0.000187
Mean average_precision (in %): 28.7512
class name average precision (in %)
------------ --------------------------
car 38.0343
cyclist 12.9367
pedestrian 35.2825
Median Inference Time: 0.030535
Time taken to run iva.detectnet_v2.scripts.train:main: 0:31:40.542805.
I’m not sure if there is too much more info to add here, I’m not making any more changes than the absolutely necessary to run the example yet.
Again, thank you for your help, I appreciate it!