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training issue #13

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abhisheksurya578 opened this issue Mar 14, 2019 · 1 comment
Open

training issue #13

abhisheksurya578 opened this issue Mar 14, 2019 · 1 comment

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@abhisheksurya578
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hi @TianzhongSong ,
Using TensorFlow backend.

Layer (type) Output Shape Param #

input_1 (InputLayer) (None, 112, 112, 16, 3) 0

conv3d_1 (Conv3D) (None, 112, 112, 16, 64) 5248

max_pooling3d_1 (MaxPooling3 (None, 56, 56, 16, 64) 0

conv3d_2 (Conv3D) (None, 56, 56, 16, 128) 221312

max_pooling3d_2 (MaxPooling3 (None, 28, 28, 8, 128) 0

conv3d_3 (Conv3D) (None, 28, 28, 8, 128) 442496

max_pooling3d_3 (MaxPooling3 (None, 14, 14, 4, 128) 0

conv3d_4 (Conv3D) (None, 14, 14, 4, 256) 884992

max_pooling3d_4 (MaxPooling3 (None, 7, 7, 2, 256) 0

conv3d_5 (Conv3D) (None, 7, 7, 2, 256) 1769728

max_pooling3d_5 (MaxPooling3 (None, 4, 4, 1, 256) 0

flatten_1 (Flatten) (None, 4096) 0

dense_1 (Dense) (None, 2048) 8390656

dropout_1 (Dropout) (None, 2048) 0

dense_2 (Dense) (None, 2048) 4196352

dropout_2 (Dropout) (None, 2048) 0

dense_3 (Dense) (None, 101) 206949

activation_1 (Activation) (None, 101) 0

Total params: 16,117,733
Trainable params: 16,117,733
Non-trainable params: 0

2019-03-14 10:46:39.491224: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2019-03-14 10:46:39.491251: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2019-03-14 10:46:39.491257: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
2019-03-14 10:46:39.491261: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX2 instructions, but these are available on your machine and could speed up CPU computations.
2019-03-14 10:46:39.491265: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use FMA instructions, but these are available on your machine and could speed up CPU computations.
Exception in thread Thread-1:
Traceback (most recent call last):
File "/usr/lib/python3.5/threading.py", line 914, in _bootstrap_inner
self.run()
File "/usr/lib/python3.5/threading.py", line 862, in run
self._target(*self._args, **self._kwargs)
File "/home/ltroot/.local/lib/python3.5/site-packages/keras/utils/data_utils.py", line 568, in data_generator_task
generator_output = next(self._generator)
File "/ds_data/C3D-keras-master/train_c3d.py", line 117, in generator_train_batch
x_train, x_labels = process_batch(new_line[a:b], img_path, train=True)
File "/ds_data/C3D-keras-master/train_c3d.py", line 72, in process_batch
img = imgs[symbol + j]
IndexError: list index out of range

Epoch 1/5
Traceback (most recent call last):
File "/ds_data/C3D-keras-master/train_c3d.py", line 182, in
main()
File "/ds_data/C3D-keras-master/train_c3d.py", line 173, in main
verbose=1)
File "/home/ltroot/.local/lib/python3.5/site-packages/keras/legacy/interfaces.py", line 87, in wrapper
return func(*args, **kwargs)
File "/home/ltroot/.local/lib/python3.5/site-packages/keras/engine/training.py", line 2011, in fit_generator
generator_output = next(output_generator)
StopIteration

Process finished with exit code 1
please look into this issue
@abhisheksurya578
Copy link
Author

Using TensorFlow backend.

Layer (type) Output Shape Param #
input_1 (InputLayer) (None, 112, 112, 16, 3) 0

conv3d_1 (Conv3D) (None, 112, 112, 16, 64) 5248

max_pooling3d_1 (MaxPooling3 (None, 56, 56, 16, 64) 0

conv3d_2 (Conv3D) (None, 56, 56, 16, 128) 221312

max_pooling3d_2 (MaxPooling3 (None, 28, 28, 8, 128) 0

conv3d_3 (Conv3D) (None, 28, 28, 8, 128) 442496

max_pooling3d_3 (MaxPooling3 (None, 14, 14, 4, 128) 0

conv3d_4 (Conv3D) (None, 14, 14, 4, 256) 884992

max_pooling3d_4 (MaxPooling3 (None, 7, 7, 2, 256) 0

conv3d_5 (Conv3D) (None, 7, 7, 2, 256) 1769728

max_pooling3d_5 (MaxPooling3 (None, 4, 4, 1, 256) 0

flatten_1 (Flatten) (None, 4096) 0

dense_1 (Dense) (None, 2048) 8390656

dropout_1 (Dropout) (None, 2048) 0

dense_2 (Dense) (None, 2048) 4196352

dropout_2 (Dropout) (None, 2048) 0

dense_3 (Dense) (None, 101) 206949

activation_1 (Activation) (None, 101) 0
Total params: 16,117,733
Trainable params: 16,117,733
Non-trainable params: 0

2019-03-14 10:46:39.491224: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2019-03-14 10:46:39.491251: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2019-03-14 10:46:39.491257: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
2019-03-14 10:46:39.491261: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX2 instructions, but these are available on your machine and could speed up CPU computations.
2019-03-14 10:46:39.491265: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use FMA instructions, but these are available on your machine and could speed up CPU computations.
Exception in thread Thread-1:
Traceback (most recent call last):
File "/usr/lib/python3.5/threading.py", line 914, in _bootstrap_inner
self.run()
File "/usr/lib/python3.5/threading.py", line 862, in run
self._target(*self._args, **self._kwargs)
File "/home/ltroot/.local/lib/python3.5/site-packages/keras/utils/data_utils.py", line 568, in data_generator_task
generator_output = next(self._generator)
File "/ds_data/C3D-keras-master/train_c3d.py", line 117, in generator_train_batch
x_train, x_labels = process_batch(new_line[a:b], img_path, train=True)
File "/ds_data/C3D-keras-master/train_c3d.py", line 72, in process_batch
img = imgs[symbol + j]
IndexError: list index out of range

Epoch 1/5
Traceback (most recent call last):
File "/ds_data/C3D-keras-master/train_c3d.py", line 182, in
main()
File "/ds_data/C3D-keras-master/train_c3d.py", line 173, in main
verbose=1)
File "/home/ltroot/.local/lib/python3.5/site-packages/keras/legacy/interfaces.py", line 87, in wrapper
return func(*args, **kwargs)
File "/home/ltroot/.local/lib/python3.5/site-packages/keras/engine/training.py", line 2011, in fit_generator
generator_output = next(output_generator)
StopIteration

Process finished with exit code 1
please look into this issue

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@abhisheksurya578