Hi

thanks for sharing the code with us. I am wondering if you could also share the evaluation code you used in the paper.

Thanks
Best regards
Maria

Hi,

you mention in your readme that optical flow is set to 0. May I ask you how to use flow information during training please?

Thank you

Hi, I'm trying to retrain the network and I'm trying to recreate the tfrecords, but feature_fetcher can't find any .mat files, because there are no such files in the dataset you provided. Can you upload them or can I create them in any way?

can someone help me to solve this?
this folder doesn't exist, I think because save_warpped_features function didn't start yet, I'm trying to make it work but I don't know it's parameters
Help pls.
ty

There is no'data_video/resnet_v2_50.ckpt'in the folder. Could you send it out?

Hi,
Thank you for your nice work. I'm confused about the flow in your dataset. It's mentioned in the README that you set the optical flow to 0, but I found these values in the tfrecord file (train/0.tfrecord) and other files are similar. It seems the optical flow is normalized to be in the range [-1, 1]. Are these values correct?
Or, should I recompute it and modify the tfrecord file?

feature {
key: "flow"
value {
float_list {
value: -1.0
value: -1.0
value: -0.99609375
value: -1.0
value: -0.9921875
value: -1.0
value: -0.98828125
..........
value: 0.984375
value: 0.9930555820465088
value: 0.98828125
value: 0.9930555820465088
value: 0.9921875
value: 0.9930555820465088
value: 0.99609375
value: 0.9930555820465088
}
}
}

I would appreciate it if you could tell me how to deal with this flow information :)

Yours,
Murray

Is data_video folder missing? When I try to run the given command for training,i am getting error... 'FindfirstFile failed for :data_video : The systems cannot find the path specified'

Hello, I success run your project that video stabilization using multi-grid.

I am very interested in video stabilization using deep learning, so your project is really helpful for me.

Slightly different I want to run real-time from reading frame to writing frame, but multi-grid is little bit slow.

So I want to run your first version project that not using multi-grid.
(I read your first paper that the version is 93.3fps. The paper is in the link that https://arxiv.org/pdf/1802.08091.pdf)

Can I do that??

If I can, please help me how to do it.

Thank you.

Hi

thanks for sharing your code. I am trying to train your network, however when I do I get the following errors. Apparently there is a missing folder, which contains a group of jpg files. I did a "find" command in the dataset and there aren't any jpg files.
Please help.

Cheers
Maria

Creating logger========================================>
WARNING:tensorflow:From /media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/resnet.py:52: UniformUnitScaling.init (from tensorflow.python.ops.init_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.initializers.variance_scaling instead with distribution=uniform to get equivalent behavior.
[2019-03-27 16:38:15,358][WARNING]{/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/platform/tf_logging.py:125} From /media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/resnet.py:52: UniformUnitScaling.init (from tensorflow.python.ops.init_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.initializers.variance_scaling instead with distribution=uniform to get equivalent behavior.
!@#$%^==========================
Tensor("stable_net/inference/SpatialTransformer/_transform/get_Hs/Hs:0", shape=(?, 4, 4, 9), dtype=float32)
!@#$%^==========================
===============xy===========
Tensor("stable_net/inference/SpatialTransformer/_transform/x_map:0", shape=(?, 288, 512, 1), dtype=float32)
Tensor("stable_net/inference/SpatialTransformer/_transform/y_map:0", shape=(?, 288, 512, 1), dtype=float32)
!@#$%^===output/black_pix=======================
Tensor("stable_net/inference/SpatialTransformer/_transform/output_img:0", shape=(?, 288, 512, ?), dtype=float32)
Tensor("stable_net/inference/SpatialTransformer/_transform/black_pix:0", shape=(?, 288, 512), dtype=float32)
!@#$%^==========================
10

!@#$%^==========================
Tensor("stable_net/SpatialTransformer/_transform/get_Hs/Hs:0", shape=(?, 4, 4, 9), dtype=float32)
!@#$%^==========================
===============xy===========
Tensor("stable_net/SpatialTransformer/_transform/x_map:0", shape=(?, 288, 512, 1), dtype=float32)
Tensor("stable_net/SpatialTransformer/_transform/y_map:0", shape=(?, 288, 512, 1), dtype=float32)
!@#$%^===output/black_pix=======================
Tensor("stable_net/SpatialTransformer/_transform/output_img:0", shape=(?, 288, 512, ?), dtype=float32)
Tensor("stable_net/SpatialTransformer/_transform/black_pix:0", shape=(?, 288, 512), dtype=float32)
!@#$%^==========================
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
!@#$%^==========================
Tensor("stable_net_1/inference/SpatialTransformer/_transform/get_Hs/Hs:0", shape=(?, 4, 4, 9), dtype=float32)
!@#$%^==========================
===============xy===========
Tensor("stable_net_1/inference/SpatialTransformer/_transform/x_map:0", shape=(?, 288, 512, 1), dtype=float32)
Tensor("stable_net_1/inference/SpatialTransformer/_transform/y_map:0", shape=(?, 288, 512, 1), dtype=float32)
!@#$%^===output/black_pix=======================
Tensor("stable_net_1/inference/SpatialTransformer/_transform/output_img:0", shape=(?, 288, 512, ?), dtype=float32)
Tensor("stable_net_1/inference/SpatialTransformer/_transform/black_pix:0", shape=(?, 288, 512), dtype=float32)
!@#$%^==========================
10

!@#$%^==========================
Tensor("stable_net_1/SpatialTransformer/transform/get_Hs/Hs:0", shape=(?, 4, 4, 9), dtype=float32)
!@#$%^==========================
===============xy===========
Tensor("stable_net_1/SpatialTransformer/transform/x_map:0", shape=(?, 288, 512, 1), dtype=float32)
Tensor("stable_net_1/SpatialTransformer/transform/y_map:0", shape=(?, 288, 512, 1), dtype=float32)
!@#$%^===output/black_pix=======================
Tensor("stable_net_1/SpatialTransformer/transform/output_img:0", shape=(?, 288, 512, ?), dtype=float32)
Tensor("stable_net_1/SpatialTransformer/transform/black_pix:0", shape=(?, 288, 512), dtype=float32)
!@#$%^==========================
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
(3000, 2)
/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/ops/gradients_impl.py:100: UserWarning: Converting sparse IndexedSlices to a dense Tensor of unknown shape. This may consume a large amount of memory.
"Converting sparse IndexedSlices to a dense Tensor of unknown shape. "
[2019-03-27 16:38:43,108][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:206} stable[0].shape=(288, 512, 7)
[2019-03-27 16:38:43,112][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:207} unstable[0].shape=(288, 512, 1)
[2019-03-27 16:38:43,130][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:216} feature_matches1.shape=(?, 4), feature_matches2.shape=q(?, 4)
[2019-03-27 16:38:44,177][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:64} points.shape, mask.shape=(3000, 4),(3000,)
[2019-03-27 16:38:44,209][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:64} points.shape, mask.shape=(3000, 4),(3000,)
[2019-03-27 16:38:44,735][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:206} stable[0].shape=(288, 512, 7)
[2019-03-27 16:38:44,739][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:207} unstable_[0].shape=(288, 512, 1)
[2019-03-27 16:38:44,753][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:216} feature_matches1_.shape=(?, 4), feature_matches2_.shape=q(?, 4)
[2019-03-27 16:38:46,015][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:64} points.shape, mask.shape=(3000, 4),(3000,)
[2019-03-27 16:38:46,045][INFO]{/media/maria/0C7ED7537ED733E4/Downloads-/inspiration_code/deep-online-video-stabilization/get_data_mini_after.py:64} points.shape, mask.shape=(3000, 4),(3000,)
WARNING:tensorflow:From train_bundle_nobm.py:199: Supervisor.init (from tensorflow.python.training.supervisor) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.MonitoredTrainingSession
[2019-03-27 16:38:46,613][WARNING]{/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/platform/tf_logging.py:125} From train_bundle_nobm.py:199: Supervisor.init (from tensorflow.python.training.supervisor) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.MonitoredTrainingSession
2019-03-27 16:38:49.378836: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2019-03-27 16:38:49.474783: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:897] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2019-03-27 16:38:49.475166: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1392] Found device 0 with properties:
name: GeForce GTX 1080 Ti major: 6 minor: 1 memoryClockRate(GHz): 1.62
pciBusID: 0000:01:00.0
totalMemory: 10.91GiB freeMemory: 8.83GiB
2019-03-27 16:38:49.475181: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1471] Adding visible gpu devices: 0
2019-03-27 16:38:50.479384: I tensorflow/core/common_runtime/gpu/gpu_device.cc:952] Device interconnect StreamExecutor with strength 1 edge matrix:
2019-03-27 16:38:50.479417: I tensorflow/core/common_runtime/gpu/gpu_device.cc:958] 0
2019-03-27 16:38:50.479424: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] 0: N
2019-03-27 16:38:50.479692: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1084] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10610 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1080 Ti, pci bus id: 0000:01:00.0, compute capability: 6.1)
2019-03-27 16:38:50.482448: E tensorflow/stream_executor/cuda/cuda_driver.cc:903] failed to allocate 10.36G (11126216960 bytes) from device: CUDA_ERROR_OUT_OF_MEMORY
2019-03-27 16:38:50.484582: E tensorflow/stream_executor/cuda/cuda_driver.cc:903] failed to allocate 9.33G (10013594624 bytes) from device: CUDA_ERROR_OUT_OF_MEMORY
INFO:tensorflow:Running local_init_op.
[2019-03-27 16:38:53,632][INFO]{/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/platform/tf_logging.py:115} Running local_init_op.
INFO:tensorflow:Done running local_init_op.
[2019-03-27 16:38:54,062][INFO]{/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/platform/tf_logging.py:115} Done running local_init_op.
INFO:tensorflow:Starting standard services.
[2019-03-27 16:39:08,998][INFO]{/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/platform/tf_logging.py:115} Starting standard services.
INFO:tensorflow:Starting queue runners.
[2019-03-27 16:39:09,105][INFO]{/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/platform/tf_logging.py:115} Starting queue runners.
INFO:tensorflow:Restoring parameters from data_video/resnet_v2_50.ckpt
[2019-03-27 16:39:09,109][INFO]{/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/platform/tf_logging.py:115} Restoring parameters from data_video/resnet_v2_50.ckpt
2019-03-27 16:39:11.655170: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/774.jpg; No such file or directory
2019-03-27 16:39:11.655390: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/778.jpg; No such file or directory
2019-03-27 16:39:11.655357: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/778.jpg; No such file or directory
2019-03-27 16:39:11.655507: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/777.jpg; No such file or directory
2019-03-27 16:39:11.655586: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/773.jpg; No such file or directory
2019-03-27 16:39:11.655737: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/775.jpg; No such file or directory
2019-03-27 16:39:11.655820: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/769.jpg; No such file or directory
2019-03-27 16:39:11.655904: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/776.jpg; No such file or directory
2019-03-27 16:39:11.655989: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/770.jpg; No such file or directory
2019-03-27 16:39:11.656101: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/746.jpg; No such file or directory
2019-03-27 16:39:11.656176: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/762.jpg; No such file or directory
2019-03-27 16:39:11.656383: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/761.jpg; No such file or directory
2019-03-27 16:39:11.656605: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/777.jpg; No such file or directory
2019-03-27 16:39:11.656341: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/776.jpg; No such file or directory
2019-03-27 16:39:11.656575: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/745.jpg; No such file or directory
INFO:tensorflow:Error reported to Coordinator: <class 'tensorflow.python.framework.errors_impl.NotFoundError'>, data_video/stable/42/774.jpg; No such file or directory
[[Node: datas/ReadFile_11 = ReadFile_device="/job:localhost/replica:0/task:0/device:CPU:0"]]
[[Node: datas/rgb_to_grayscale_10/Tensordot/GatherV2/_1511 = _Recvclient_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_1443_datas/rgb_to_grayscale_10/Tensordot/GatherV2", tensor_type=DT_INT32, _device="/job:localhost/replica:0/task:0/device:GPU:0"]]
[2019-03-27 16:39:11,661][INFO]{/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/platform/tf_logging.py:115} Error reported to Coordinator: <class 'tensorflow.python.framework.errors_impl.NotFoundError'>, data_video/stable/42/774.jpg; No such file or directory
[[Node: datas/ReadFile_11 = ReadFile_device="/job:localhost/replica:0/task:0/device:CPU:0"]]
[[Node: datas/rgb_to_grayscale_10/Tensordot/GatherV2/_1511 = _Recvclient_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_1443_datas/rgb_to_grayscale_10/Tensordot/GatherV2", tensor_type=DT_INT32, _device="/job:localhost/replica:0/task:0/device:GPU:0"]]
2019-03-27 16:39:12.711422: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/777.jpg; No such file or directory
2019-03-27 16:39:12.712798: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/770.jpg; No such file or directory
2019-03-27 16:39:12.715410: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/776.jpg; No such file or directory
2019-03-27 16:39:12.716101: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/778.jpg; No such file or directory
2019-03-27 16:39:12.717484: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/746.jpg; No such file or directory
2019-03-27 16:39:12.718895: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/778.jpg; No such file or directory
2019-03-27 16:39:12.730015: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/762.jpg; No such file or directory
2019-03-27 16:39:12.730744: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/779.jpg; No such file or directory
2019-03-27 16:39:12.733365: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/779.jpg; No such file or directory
2019-03-27 16:39:12.734763: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/778.jpg; No such file or directory
2019-03-27 16:39:12.736341: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/779.jpg; No such file or directory
2019-03-27 16:39:12.736778: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/764.jpg; No such file or directory
2019-03-27 16:39:12.738130: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/774.jpg; No such file or directory
2019-03-27 16:39:12.739523: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/778.jpg; No such file or directory
2019-03-27 16:39:12.751228: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/763.jpg; No such file or directory
2019-03-27 16:39:12.751295: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/776.jpg; No such file or directory
2019-03-27 16:39:12.752640: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/750.jpg; No such file or directory
2019-03-27 16:39:12.755311: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/780.jpg; No such file or directory
2019-03-27 16:39:12.755330: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/777.jpg; No such file or directory
2019-03-27 16:39:12.755343: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/749.jpg; No such file or directory
2019-03-27 16:39:12.755379: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/780.jpg; No such file or directory
2019-03-27 16:39:12.755384: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/779.jpg; No such file or directory
2019-03-27 16:39:12.755425: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/780.jpg; No such file or directory
2019-03-27 16:39:12.755413: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/773.jpg; No such file or directory
2019-03-27 16:39:12.755640: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/782.jpg; No such file or directory
2019-03-27 16:39:12.755647: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/782.jpg; No such file or directory
2019-03-27 16:39:12.755669: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/747.jpg; No such file or directory
2019-03-27 16:39:12.755735: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/772.jpg; No such file or directory
2019-03-27 16:39:12.755735: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/782.jpg; No such file or directory
2019-03-27 16:39:12.755829: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/781.jpg; No such file or directory
2019-03-27 16:39:12.756015: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/781.jpg; No such file or directory
2019-03-27 16:39:12.756150: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/775.jpg; No such file or directory
2019-03-27 16:39:12.756201: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/774.jpg; No such file or directory
2019-03-27 16:39:12.755851: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/782.jpg; No such file or directory
2019-03-27 16:39:12.755640: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/748.jpg; No such file or directory
2019-03-27 16:39:12.755948: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/766.jpg; No such file or directory
2019-03-27 16:39:12.757539: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/766.jpg; No such file or directory
2019-03-27 16:39:12.758932: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/767.jpg; No such file or directory
2019-03-27 16:39:12.760384: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/783.jpg; No such file or directory
2019-03-27 16:39:12.761839: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/778.jpg; No such file or directory
2019-03-27 16:39:12.761872: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/750.jpg; No such file or directory
2019-03-27 16:39:12.761897: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/783.jpg; No such file or directory
2019-03-27 16:39:12.761911: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/765.jpg; No such file or directory
2019-03-27 16:39:12.761947: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/752.jpg; No such file or directory
2019-03-27 16:39:12.761847: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/782.jpg; No such file or directory
2019-03-27 16:39:12.761992: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/781.jpg; No such file or directory
2019-03-27 16:39:12.762055: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/777.jpg; No such file or directory
2019-03-27 16:39:12.762104: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/771.jpg; No such file or directory
2019-03-27 16:39:12.761975: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/764.jpg; No such file or directory
2019-03-27 16:39:12.762223: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/784.jpg; No such file or directory
2019-03-27 16:39:12.762316: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/784.jpg; No such file or directory
2019-03-27 16:39:12.766306: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/781.jpg; No such file or directory
2019-03-27 16:39:12.766334: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/784.jpg; No such file or directory
2019-03-27 16:39:12.766403: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/769.jpg; No such file or directory
2019-03-27 16:39:12.766422: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/784.jpg; No such file or directory
2019-03-27 16:39:12.766477: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/777.jpg; No such file or directory
2019-03-27 16:39:12.766489: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/783.jpg; No such file or directory
2019-03-27 16:39:12.766499: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/785.jpg; No such file or directory
2019-03-27 16:39:12.766526: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/785.jpg; No such file or directory
2019-03-27 16:39:12.766538: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/753.jpg; No such file or directory
2019-03-27 16:39:14.058800: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/229.jpg; No such file or directory
2019-03-27 16:39:14.058827: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/233.jpg; No such file or directory
2019-03-27 16:39:14.058808: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/232.jpg; No such file or directory
2019-03-27 16:39:14.058915: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/233.jpg; No such file or directory
2019-03-27 16:39:14.058974: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/232.jpg; No such file or directory
2019-03-27 16:39:14.058997: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/225.jpg; No such file or directory
2019-03-27 16:39:14.059025: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/217.jpg; No such file or directory
2019-03-27 16:39:14.059081: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/201.jpg; No such file or directory
2019-03-27 16:39:14.059186: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/231.jpg; No such file or directory
2019-03-27 16:39:14.059205: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/231.jpg; No such file or directory
2019-03-27 16:39:15.315831: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/232.jpg; No such file or directory
2019-03-27 16:39:15.317182: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/202.jpg; No such file or directory
2019-03-27 16:39:15.318578: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/226.jpg; No such file or directory
2019-03-27 16:39:15.319972: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/218.jpg; No such file or directory
2019-03-27 16:39:15.326226: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/219.jpg; No such file or directory
2019-03-27 16:39:15.332326: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/234.jpg; No such file or directory
2019-03-27 16:39:15.332978: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/230.jpg; No such file or directory
2019-03-27 16:39:15.333675: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/218.jpg; No such file or directory
2019-03-27 16:39:15.335595: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/234.jpg; No such file or directory
2019-03-27 16:39:15.336976: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/235.jpg; No such file or directory
2019-03-27 16:39:15.337685: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/202.jpg; No such file or directory
2019-03-27 16:39:15.339072: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/226.jpg; No such file or directory
2019-03-27 16:39:15.340463: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/233.jpg; No such file or directory
2019-03-27 16:39:15.341950: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/235.jpg; No such file or directory
2019-03-27 16:39:15.345308: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/227.jpg; No such file or directory
2019-03-27 16:39:15.345389: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/232.jpg; No such file or directory
2019-03-27 16:39:15.345431: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/236.jpg; No such file or directory
2019-03-27 16:39:15.345401: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/203.jpg; No such file or directory
2019-03-27 16:39:15.345482: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/228.jpg; No such file or directory
2019-03-27 16:39:15.345509: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/236.jpg; No such file or directory
2019-03-27 16:39:15.345619: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/231.jpg; No such file or directory
2019-03-27 16:39:15.345791: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/219.jpg; No such file or directory
2019-03-27 16:39:15.345817: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/232.jpg; No such file or directory
2019-03-27 16:39:15.346044: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/204.jpg; No such file or directory
2019-03-27 16:39:15.346097: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/234.jpg; No such file or directory
2019-03-27 16:39:15.346147: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/203.jpg; No such file or directory
2019-03-27 16:39:15.346425: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/235.jpg; No such file or directory
2019-03-27 16:39:15.349807: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/235.jpg; No such file or directory
2019-03-27 16:39:15.349819: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/233.jpg; No such file or directory
2019-03-27 16:39:15.355383: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/237.jpg; No such file or directory
2019-03-27 16:39:15.356313: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/237.jpg; No such file or directory
2019-03-27 16:39:15.356386: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/231.jpg; No such file or directory
2019-03-27 16:39:15.356511: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/236.jpg; No such file or directory
2019-03-27 16:39:15.356993: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/238.jpg; No such file or directory
2019-03-27 16:39:15.358608: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/238.jpg; No such file or directory
2019-03-27 16:39:15.358640: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/236.jpg; No such file or directory
2019-03-27 16:39:15.358683: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/236.jpg; No such file or directory
2019-03-27 16:39:15.358864: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/237.jpg; No such file or directory
2019-03-27 16:39:15.358969: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/207.jpg; No such file or directory
2019-03-27 16:39:15.359539: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/233.jpg; No such file or directory
2019-03-27 16:39:15.362411: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/238.jpg; No such file or directory
2019-03-27 16:39:15.362554: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/240.jpg; No such file or directory
2019-03-27 16:39:15.362598: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/235.jpg; No such file or directory
2019-03-27 16:39:15.362651: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/240.jpg; No such file or directory
2019-03-27 16:39:15.363197: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/231.jpg; No such file or directory
2019-03-27 16:39:15.363243: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/238.jpg; No such file or directory
2019-03-27 16:39:15.363279: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/237.jpg; No such file or directory
2019-03-27 16:39:15.363343: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/239.jpg; No such file or directory
2019-03-27 16:39:15.363387: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/239.jpg; No such file or directory
2019-03-27 16:39:15.363402: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/223.jpg; No such file or directory
2019-03-27 16:39:15.363453: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/236.jpg; No such file or directory
2019-03-27 16:39:16.718050: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/786.jpg; No such file or directory
2019-03-27 16:39:16.718050: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/770.jpg; No such file or directory
2019-03-27 16:39:16.718184: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/784.jpg; No such file or directory
2019-03-27 16:39:16.718274: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/754.jpg; No such file or directory
2019-03-27 16:39:16.718300: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/778.jpg; No such file or directory
2019-03-27 16:39:16.718303: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/786.jpg; No such file or directory
2019-03-27 16:39:16.718363: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/782.jpg; No such file or directory
2019-03-27 16:39:16.718796: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/785.jpg; No such file or directory
2019-03-27 16:39:16.718813: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/785.jpg; No such file or directory
2019-03-27 16:39:18.058228: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/787.jpg; No such file or directory
2019-03-27 16:39:18.058433: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/779.jpg; No such file or directory
2019-03-27 16:39:18.058339: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/784.jpg; No such file or directory
2019-03-27 16:39:18.058373: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/785.jpg; No such file or directory
2019-03-27 16:39:18.058544: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/770.jpg; No such file or directory
2019-03-27 16:39:18.058400: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/785.jpg; No such file or directory
2019-03-27 16:39:18.058662: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/771.jpg; No such file or directory
2019-03-27 16:39:18.058816: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/783.jpg; No such file or directory
2019-03-27 16:39:18.058847: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/787.jpg; No such file or directory
2019-03-27 16:39:18.058858: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/754.jpg; No such file or directory
2019-03-27 16:39:18.058905: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/778.jpg; No such file or directory
2019-03-27 16:39:18.058921: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/42/786.jpg; No such file or directory
2019-03-27 16:39:18.058686: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/782.jpg; No such file or directory
2019-03-27 16:39:18.058704: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/755.jpg; No such file or directory
2019-03-27 16:39:18.058733: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/42/786.jpg; No such file or directory
2019-03-27 16:39:20.508093: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/241.jpg; No such file or directory
2019-03-27 16:39:20.509180: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/241.jpg; No such file or directory
2019-03-27 16:39:20.509220: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/233.jpg; No such file or directory
2019-03-27 16:39:20.509238: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/240.jpg; No such file or directory
2019-03-27 16:39:20.509312: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/237.jpg; No such file or directory
2019-03-27 16:39:20.509332: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/239.jpg; No such file or directory
2019-03-27 16:39:20.509433: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/239.jpg; No such file or directory
2019-03-27 16:39:20.509446: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/209.jpg; No such file or directory
2019-03-27 16:39:20.509491: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/240.jpg; No such file or directory
2019-03-27 16:39:20.509793: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/225.jpg; No such file or directory
2019-03-27 16:39:21.752001: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/242.jpg; No such file or directory
2019-03-27 16:39:21.752082: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/241.jpg; No such file or directory
2019-03-27 16:39:21.752012: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/240.jpg; No such file or directory
2019-03-27 16:39:21.752141: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/241.jpg; No such file or directory
2019-03-27 16:39:21.752194: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/226.jpg; No such file or directory
2019-03-27 16:39:21.752230: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/240.jpg; No such file or directory
2019-03-27 16:39:21.752283: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/234.jpg; No such file or directory
2019-03-27 16:39:21.752297: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/unstable/15/242.jpg; No such file or directory
2019-03-27 16:39:21.752311: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at whole_file_read_ops.cc:114 : Not found: data_video/stable/15/210.jpg; No such file or directory
2019-03-27 16:39:22.163496: W tensorflow/core/framework/op_kernel.cc:1318] OP_REQUIRES failed at save_restore_tensor.cc:170 : Invalid argument: Unsuccessful TensorSliceReader constructor: Failed to get matching files on data_video/resnet_v2_50.ckpt: Not found: data_video; No such file or directory
Traceback (most recent call last):
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 1322, in _do_call
return fn(*args)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 1307, in _run_fn
options, feed_dict, fetch_list, target_list, run_metadata)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 1409, in _call_tf_sessionrun
run_metadata)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Unsuccessful TensorSliceReader constructor: Failed to get matching files on data_video/resnet_v2_50.ckpt: Not found: data_video; No such file or directory
[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]
[[Node: save/RestoreV2/_3957 = _Recvclient_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_306_save/RestoreV2", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]]

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/supervisor.py", line 995, in managed_session
yield sess
File "train_bundle_nobm.py", line 208, in
restorer.restore(sess, checkpoint_file)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 1752, in restore
{self.saver_def.filename_tensor_name: save_path})
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 900, in run
run_metadata_ptr)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 1135, in _run
feed_dict_tensor, options, run_metadata)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 1316, in _do_run
run_metadata)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 1335, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Unsuccessful TensorSliceReader constructor: Failed to get matching files on data_video/resnet_v2_50.ckpt: Not found: data_video; No such file or directory
[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]
[[Node: save/RestoreV2/_3957 = _Recvclient_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_306_save/RestoreV2", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]]

Caused by op 'save/RestoreV2', defined at:
File "train_bundle_nobm.py", line 191, in
restorer = tf.train.Saver(vtr)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 1284, in init
self.build()
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 1296, in build
self._build(self._filename, build_save=True, build_restore=True)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 1333, in _build
build_save=build_save, build_restore=build_restore)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 781, in _build_internal
restore_sequentially, reshape)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 400, in _AddRestoreOps
restore_sequentially)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 832, in bulk_restore
return io_ops.restore_v2(filename_tensor, names, slices, dtypes)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/ops/gen_io_ops.py", line 1463, in restore_v2
shape_and_slices=shape_and_slices, dtypes=dtypes, name=name)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 3414, in create_op
op_def=op_def)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 1740, in init
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access

InvalidArgumentError (see above for traceback): Unsuccessful TensorSliceReader constructor: Failed to get matching files on data_video/resnet_v2_50.ckpt: Not found: data_video; No such file or directory
[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]
[[Node: save/RestoreV2/_3957 = _Recvclient_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_306_save/RestoreV2", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/device:GPU:0"]]

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "train_bundle_nobm.py", line 357, in
time_start = time.time()
File "/usr/lib/python3.5/contextlib.py", line 77, in exit
self.gen.throw(type, value, traceback)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/supervisor.py", line 1005, in managed_session
self.stop(close_summary_writer=close_summary_writer)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/supervisor.py", line 833, in stop
ignore_live_threads=ignore_live_threads)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/coordinator.py", line 389, in join
six.reraise(*self._exc_info_to_raise)
File "/home/maria/.local/lib/python3.5/site-packages/six.py", line 693, in reraise
raise value
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/training/queue_runner_impl.py", line 252, in _run
enqueue_callable()
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 1244, in _single_operation_run
self._call_tf_sessionrun(None, {}, [], target_list, None)
File "/home/maria/.local/lib/python3.5/site-packages/tensorflow/python/client/session.py", line 1409, in _call_tf_sessionrun
run_metadata)
tensorflow.python.framework.errors_impl.NotFoundError: data_video/stable/42/774.jpg; No such file or directory
[[Node: datas/ReadFile_11 = ReadFile_device="/job:localhost/replica:0/task:0/device:CPU:0"]]
[[Node: datas/rgb_to_grayscale_10/Tensordot/GatherV2/_1511 = _Recvclient_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:localhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_1443_datas/rgb_to_grayscale_10/Tensordot/GatherV2", tensor_type=DT_INT32, _device="/job:localhost/replica:0/task:0/device:GPU:0"]]

Hi

may I kindly ask you to share a sample output to your network, so that I can make sure I am running it properly

Thanks
Best regards

while trainning it is asking for data/train/list.txt ,where is list file and what it contains