cannot start training

[ogugugugugua]

Hi, sumuzhao, i've tried to start training your network with your dataset under the instructions python main.py --dataset_A_dir='JC_J' --dataset_B_dir='JC_C' --type='cyclegan' --model='base' --sigma_d=0 --phase='train' but things didnot go right. here's what comes out: 2019-04-11 17:31:09.960154: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA 2019-04-11 17:31:11.424925: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1432] Found device 0 with properties: name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 pciBusID: 0000:8b:00.0 totalMemory: 11.17GiB freeMemory: 11.10GiB 2019-04-11 17:31:11.425039: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1511] Adding visible gpu devices: 0 2019-04-11 17:31:12.042054: I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] Device interconnect StreamExecutor with strength 1 edge matrix: 2019-04-11 17:31:12.042099: I tensorflow/core/common_runtime/gpu/gpu_device.cc:988] 0 2019-04-11 17:31:12.042112: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1001] 0: N 2019-04-11 17:31:12.043982: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10758 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:8b:00.0, compute capability: 3.7) WARNING:tensorflow:From /home/lab-xie.yulin/graduateDesign/CycleGAN-Music-Style-Transfer/ops.py:110: calling reduce_max (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version. Instructions for updating: keep_dims is deprecated, use keepdims instead generatorA2B/g_e1_c/Conv/weights:0 generatorA2B/g_e1_bn/scale:0 generatorA2B/g_e1_bn/offset:0 generatorA2B/g_e2_c/Conv/weights:0 generatorA2B/g_e2_bn/scale:0 generatorA2B/g_e2_bn/offset:0 generatorA2B/g_e3_c/Conv/weights:0 generatorA2B/g_e3_bn/scale:0 generatorA2B/g_e3_bn/offset:0 generatorA2B/g_r1_c1/Conv/weights:0 generatorA2B/g_r1_bn1/scale:0 generatorA2B/g_r1_bn1/offset:0 generatorA2B/g_r1_c2/Conv/weights:0 generatorA2B/g_r1_bn2/scale:0 generatorA2B/g_r1_bn2/offset:0 generatorA2B/g_r2_c1/Conv/weights:0 generatorA2B/g_r2_bn1/scale:0 generatorA2B/g_r2_bn1/offset:0 generatorA2B/g_r2_c2/Conv/weights:0 generatorA2B/g_r2_bn2/scale:0 generatorA2B/g_r2_bn2/offset:0 generatorA2B/g_r3_c1/Conv/weights:0 generatorA2B/g_r3_bn1/scale:0 generatorA2B/g_r3_bn1/offset:0 generatorA2B/g_r3_c2/Conv/weights:0 generatorA2B/g_r3_bn2/scale:0 generatorA2B/g_r3_bn2/offset:0 generatorA2B/g_r4_c1/Conv/weights:0 generatorA2B/g_r4_bn1/scale:0 generatorA2B/g_r4_bn1/offset:0 generatorA2B/g_r4_c2/Conv/weights:0 generatorA2B/g_r4_bn2/scale:0 generatorA2B/g_r4_bn2/offset:0 generatorA2B/g_r5_c1/Conv/weights:0 generatorA2B/g_r5_bn1/scale:0 generatorA2B/g_r5_bn1/offset:0 generatorA2B/g_r5_c2/Conv/weights:0 generatorA2B/g_r5_bn2/scale:0 generatorA2B/g_r5_bn2/offset:0 generatorA2B/g_r6_c1/Conv/weights:0 generatorA2B/g_r6_bn1/scale:0 generatorA2B/g_r6_bn1/offset:0 generatorA2B/g_r6_c2/Conv/weights:0 generatorA2B/g_r6_bn2/scale:0 generatorA2B/g_r6_bn2/offset:0 generatorA2B/g_r7_c1/Conv/weights:0 generatorA2B/g_r7_bn1/scale:0 generatorA2B/g_r7_bn1/offset:0 generatorA2B/g_r7_c2/Conv/weights:0 generatorA2B/g_r7_bn2/scale:0 generatorA2B/g_r7_bn2/offset:0 generatorA2B/g_r8_c1/Conv/weights:0 generatorA2B/g_r8_bn1/scale:0 generatorA2B/g_r8_bn1/offset:0 generatorA2B/g_r8_c2/Conv/weights:0 generatorA2B/g_r8_bn2/scale:0 generatorA2B/g_r8_bn2/offset:0 generatorA2B/g_r9_c1/Conv/weights:0 generatorA2B/g_r9_bn1/scale:0 generatorA2B/g_r9_bn1/offset:0 generatorA2B/g_r9_c2/Conv/weights:0 generatorA2B/g_r9_bn2/scale:0 generatorA2B/g_r9_bn2/offset:0 generatorA2B/g_r10_c1/Conv/weights:0 generatorA2B/g_r10_bn1/scale:0 generatorA2B/g_r10_bn1/offset:0 generatorA2B/g_r10_c2/Conv/weights:0 generatorA2B/g_r10_bn2/scale:0 generatorA2B/g_r10_bn2/offset:0 generatorA2B/g_d1_dc/Conv2d_transpose/weights:0 generatorA2B/g_d1_bn/scale:0 generatorA2B/g_d1_bn/offset:0 generatorA2B/g_d2_dc/Conv2d_transpose/weights:0 generatorA2B/g_d2_bn/scale:0 generatorA2B/g_d2_bn/offset:0 generatorA2B/g_pred_c/Conv/weights:0 generatorB2A/g_e1_c/Conv/weights:0 generatorB2A/g_e1_bn/scale:0 generatorB2A/g_e1_bn/offset:0 generatorB2A/g_e2_c/Conv/weights:0 generatorB2A/g_e2_bn/scale:0 generatorB2A/g_e2_bn/offset:0 generatorB2A/g_e3_c/Conv/weights:0 generatorB2A/g_e3_bn/scale:0 generatorB2A/g_e3_bn/offset:0 generatorB2A/g_r1_c1/Conv/weights:0 generatorB2A/g_r1_bn1/scale:0 generatorB2A/g_r1_bn1/offset:0 generatorB2A/g_r1_c2/Conv/weights:0 generatorB2A/g_r1_bn2/scale:0 generatorB2A/g_r1_bn2/offset:0 generatorB2A/g_r2_c1/Conv/weights:0 generatorB2A/g_r2_bn1/scale:0 generatorB2A/g_r2_bn1/offset:0 generatorB2A/g_r2_c2/Conv/weights:0 generatorB2A/g_r2_bn2/scale:0 generatorB2A/g_r2_bn2/offset:0 generatorB2A/g_r3_c1/Conv/weights:0 generatorB2A/g_r3_bn1/scale:0 generatorB2A/g_r3_bn1/offset:0 generatorB2A/g_r3_c2/Conv/weights:0 generatorB2A/g_r3_bn2/scale:0 generatorB2A/g_r3_bn2/offset:0 generatorB2A/g_r4_c1/Conv/weights:0 generatorB2A/g_r4_bn1/scale:0 generatorB2A/g_r4_bn1/offset:0 generatorB2A/g_r4_c2/Conv/weights:0 generatorB2A/g_r4_bn2/scale:0 generatorB2A/g_r4_bn2/offset:0 generatorB2A/g_r5_c1/Conv/weights:0 generatorB2A/g_r5_bn1/scale:0 generatorB2A/g_r5_bn1/offset:0 generatorB2A/g_r5_c2/Conv/weights:0 generatorB2A/g_r5_bn2/scale:0 generatorB2A/g_r5_bn2/offset:0 generatorB2A/g_r6_c1/Conv/weights:0 generatorB2A/g_r6_bn1/scale:0 generatorB2A/g_r6_bn1/offset:0 generatorB2A/g_r6_c2/Conv/weights:0 generatorB2A/g_r6_bn2/scale:0 generatorB2A/g_r6_bn2/offset:0 generatorB2A/g_r7_c1/Conv/weights:0 generatorB2A/g_r7_bn1/scale:0 generatorB2A/g_r7_bn1/offset:0 generatorB2A/g_r7_c2/Conv/weights:0 generatorB2A/g_r7_bn2/scale:0 generatorB2A/g_r7_bn2/offset:0 generatorB2A/g_r8_c1/Conv/weights:0 generatorB2A/g_r8_bn1/scale:0 generatorB2A/g_r8_bn1/offset:0 generatorB2A/g_r8_c2/Conv/weights:0 generatorB2A/g_r8_bn2/scale:0 generatorB2A/g_r8_bn2/offset:0 generatorB2A/g_r9_c1/Conv/weights:0 generatorB2A/g_r9_bn1/scale:0 generatorB2A/g_r9_bn1/offset:0 generatorB2A/g_r9_c2/Conv/weights:0 generatorB2A/g_r9_bn2/scale:0 generatorB2A/g_r9_bn2/offset:0 generatorB2A/g_r10_c1/Conv/weights:0 generatorB2A/g_r10_bn1/scale:0 generatorB2A/g_r10_bn1/offset:0 generatorB2A/g_r10_c2/Conv/weights:0 generatorB2A/g_r10_bn2/scale:0 generatorB2A/g_r10_bn2/offset:0 generatorB2A/g_d1_dc/Conv2d_transpose/weights:0 generatorB2A/g_d1_bn/scale:0 generatorB2A/g_d1_bn/offset:0 generatorB2A/g_d2_dc/Conv2d_transpose/weights:0 generatorB2A/g_d2_bn/scale:0 generatorB2A/g_d2_bn/offset:0 generatorB2A/g_pred_c/Conv/weights:0 discriminatorB/d_h0_conv/Conv/weights:0 discriminatorB/d_h1_conv/Conv/weights:0 discriminatorB/d_bn1/scale:0 discriminatorB/d_bn1/offset:0 discriminatorB/d_h3_pred/Conv/weights:0 discriminatorA/d_h0_conv/Conv/weights:0 discriminatorA/d_h1_conv/Conv/weights:0 discriminatorA/d_bn1/scale:0 discriminatorA/d_bn1/offset:0 discriminatorA/d_h3_pred/Conv/weights:0 and as i take a lood at the log, it shows that is not UTF-8 encoded. Could you tell me what is going on as i am not sure why the training just stops without many errors? Thanks in advance for your help. Appreciate that.

[olosen-a]

I had the same issue. Be sure that in the glob operations in model.py for train and test, you're referencing a path that actually exists. There is a datasets/ folder in the path that didn't exist in my download so when I fixed that, it started training fine.

[HankLiu10]

Hi, sumuzhao, i've tried to start training your network with your dataset under the instructions python main.py --dataset_A_dir='JC_J' --dataset_B_dir='JC_C' --type='cyclegan' --model='base' --sigma_d=0 --phase='train' but things didnot go right. here's what comes out: 2019-04-11 17:31:09.960154: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA 2019-04-11 17:31:11.424925: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1432] Found device 0 with properties: name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235 pciBusID: 0000:8b:00.0 totalMemory: 11.17GiB freeMemory: 11.10GiB 2019-04-11 17:31:11.425039: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1511] Adding visible gpu devices: 0 2019-04-11 17:31:12.042054: I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] Device interconnect StreamExecutor with strength 1 edge matrix: 2019-04-11 17:31:12.042099: I tensorflow/core/common_runtime/gpu/gpu_device.cc:988] 0 2019-04-11 17:31:12.042112: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1001] 0: N 2019-04-11 17:31:12.043982: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10758 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:8b:00.0, compute capability: 3.7) WARNING:tensorflow:From /home/lab-xie.yulin/graduateDesign/CycleGAN-Music-Style-Transfer/ops.py:110: calling reduce_max (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version. Instructions for updating: keep_dims is deprecated, use keepdims instead generatorA2B/g_e1_c/Conv/weights:0 generatorA2B/g_e1_bn/scale:0 generatorA2B/g_e1_bn/offset:0 generatorA2B/g_e2_c/Conv/weights:0 generatorA2B/g_e2_bn/scale:0 generatorA2B/g_e2_bn/offset:0 generatorA2B/g_e3_c/Conv/weights:0 generatorA2B/g_e3_bn/scale:0 generatorA2B/g_e3_bn/offset:0 generatorA2B/g_r1_c1/Conv/weights:0 generatorA2B/g_r1_bn1/scale:0 generatorA2B/g_r1_bn1/offset:0 generatorA2B/g_r1_c2/Conv/weights:0 generatorA2B/g_r1_bn2/scale:0 generatorA2B/g_r1_bn2/offset:0 generatorA2B/g_r2_c1/Conv/weights:0 generatorA2B/g_r2_bn1/scale:0 generatorA2B/g_r2_bn1/offset:0 generatorA2B/g_r2_c2/Conv/weights:0 generatorA2B/g_r2_bn2/scale:0 generatorA2B/g_r2_bn2/offset:0 generatorA2B/g_r3_c1/Conv/weights:0 generatorA2B/g_r3_bn1/scale:0 generatorA2B/g_r3_bn1/offset:0 generatorA2B/g_r3_c2/Conv/weights:0 generatorA2B/g_r3_bn2/scale:0 generatorA2B/g_r3_bn2/offset:0 generatorA2B/g_r4_c1/Conv/weights:0 generatorA2B/g_r4_bn1/scale:0 generatorA2B/g_r4_bn1/offset:0 generatorA2B/g_r4_c2/Conv/weights:0 generatorA2B/g_r4_bn2/scale:0 generatorA2B/g_r4_bn2/offset:0 generatorA2B/g_r5_c1/Conv/weights:0 generatorA2B/g_r5_bn1/scale:0 generatorA2B/g_r5_bn1/offset:0 generatorA2B/g_r5_c2/Conv/weights:0 generatorA2B/g_r5_bn2/scale:0 generatorA2B/g_r5_bn2/offset:0 generatorA2B/g_r6_c1/Conv/weights:0 generatorA2B/g_r6_bn1/scale:0 generatorA2B/g_r6_bn1/offset:0 generatorA2B/g_r6_c2/Conv/weights:0 generatorA2B/g_r6_bn2/scale:0 generatorA2B/g_r6_bn2/offset:0 generatorA2B/g_r7_c1/Conv/weights:0 generatorA2B/g_r7_bn1/scale:0 generatorA2B/g_r7_bn1/offset:0 generatorA2B/g_r7_c2/Conv/weights:0 generatorA2B/g_r7_bn2/scale:0 generatorA2B/g_r7_bn2/offset:0 generatorA2B/g_r8_c1/Conv/weights:0 generatorA2B/g_r8_bn1/scale:0 generatorA2B/g_r8_bn1/offset:0 generatorA2B/g_r8_c2/Conv/weights:0 generatorA2B/g_r8_bn2/scale:0 generatorA2B/g_r8_bn2/offset:0 generatorA2B/g_r9_c1/Conv/weights:0 generatorA2B/g_r9_bn1/scale:0 generatorA2B/g_r9_bn1/offset:0 generatorA2B/g_r9_c2/Conv/weights:0 generatorA2B/g_r9_bn2/scale:0 generatorA2B/g_r9_bn2/offset:0 generatorA2B/g_r10_c1/Conv/weights:0 generatorA2B/g_r10_bn1/scale:0 generatorA2B/g_r10_bn1/offset:0 generatorA2B/g_r10_c2/Conv/weights:0 generatorA2B/g_r10_bn2/scale:0 generatorA2B/g_r10_bn2/offset:0 generatorA2B/g_d1_dc/Conv2d_transpose/weights:0 generatorA2B/g_d1_bn/scale:0 generatorA2B/g_d1_bn/offset:0 generatorA2B/g_d2_dc/Conv2d_transpose/weights:0 generatorA2B/g_d2_bn/scale:0 generatorA2B/g_d2_bn/offset:0 generatorA2B/g_pred_c/Conv/weights:0 generatorB2A/g_e1_c/Conv/weights:0 generatorB2A/g_e1_bn/scale:0 generatorB2A/g_e1_bn/offset:0 generatorB2A/g_e2_c/Conv/weights:0 generatorB2A/g_e2_bn/scale:0 generatorB2A/g_e2_bn/offset:0 generatorB2A/g_e3_c/Conv/weights:0 generatorB2A/g_e3_bn/scale:0 generatorB2A/g_e3_bn/offset:0 generatorB2A/g_r1_c1/Conv/weights:0 generatorB2A/g_r1_bn1/scale:0 generatorB2A/g_r1_bn1/offset:0 generatorB2A/g_r1_c2/Conv/weights:0 generatorB2A/g_r1_bn2/scale:0 generatorB2A/g_r1_bn2/offset:0 generatorB2A/g_r2_c1/Conv/weights:0 generatorB2A/g_r2_bn1/scale:0 generatorB2A/g_r2_bn1/offset:0 generatorB2A/g_r2_c2/Conv/weights:0 generatorB2A/g_r2_bn2/scale:0 generatorB2A/g_r2_bn2/offset:0 generatorB2A/g_r3_c1/Conv/weights:0 generatorB2A/g_r3_bn1/scale:0 generatorB2A/g_r3_bn1/offset:0 generatorB2A/g_r3_c2/Conv/weights:0 generatorB2A/g_r3_bn2/scale:0 generatorB2A/g_r3_bn2/offset:0 generatorB2A/g_r4_c1/Conv/weights:0 generatorB2A/g_r4_bn1/scale:0 generatorB2A/g_r4_bn1/offset:0 generatorB2A/g_r4_c2/Conv/weights:0 generatorB2A/g_r4_bn2/scale:0 generatorB2A/g_r4_bn2/offset:0 generatorB2A/g_r5_c1/Conv/weights:0 generatorB2A/g_r5_bn1/scale:0 generatorB2A/g_r5_bn1/offset:0 generatorB2A/g_r5_c2/Conv/weights:0 generatorB2A/g_r5_bn2/scale:0 generatorB2A/g_r5_bn2/offset:0 generatorB2A/g_r6_c1/Conv/weights:0 generatorB2A/g_r6_bn1/scale:0 generatorB2A/g_r6_bn1/offset:0 generatorB2A/g_r6_c2/Conv/weights:0 generatorB2A/g_r6_bn2/scale:0 generatorB2A/g_r6_bn2/offset:0 generatorB2A/g_r7_c1/Conv/weights:0 generatorB2A/g_r7_bn1/scale:0 generatorB2A/g_r7_bn1/offset:0 generatorB2A/g_r7_c2/Conv/weights:0 generatorB2A/g_r7_bn2/scale:0 generatorB2A/g_r7_bn2/offset:0 generatorB2A/g_r8_c1/Conv/weights:0 generatorB2A/g_r8_bn1/scale:0 generatorB2A/g_r8_bn1/offset:0 generatorB2A/g_r8_c2/Conv/weights:0 generatorB2A/g_r8_bn2/scale:0 generatorB2A/g_r8_bn2/offset:0 generatorB2A/g_r9_c1/Conv/weights:0 generatorB2A/g_r9_bn1/scale:0 generatorB2A/g_r9_bn1/offset:0 generatorB2A/g_r9_c2/Conv/weights:0 generatorB2A/g_r9_bn2/scale:0 generatorB2A/g_r9_bn2/offset:0 generatorB2A/g_r10_c1/Conv/weights:0 generatorB2A/g_r10_bn1/scale:0 generatorB2A/g_r10_bn1/offset:0 generatorB2A/g_r10_c2/Conv/weights:0 generatorB2A/g_r10_bn2/scale:0 generatorB2A/g_r10_bn2/offset:0 generatorB2A/g_d1_dc/Conv2d_transpose/weights:0 generatorB2A/g_d1_bn/scale:0 generatorB2A/g_d1_bn/offset:0 generatorB2A/g_d2_dc/Conv2d_transpose/weights:0 generatorB2A/g_d2_bn/scale:0 generatorB2A/g_d2_bn/offset:0 generatorB2A/g_pred_c/Conv/weights:0 discriminatorB/d_h0_conv/Conv/weights:0 discriminatorB/d_h1_conv/Conv/weights:0 discriminatorB/d_bn1/scale:0 discriminatorB/d_bn1/offset:0 discriminatorB/d_h3_pred/Conv/weights:0 discriminatorA/d_h0_conv/Conv/weights:0 discriminatorA/d_h1_conv/Conv/weights:0 discriminatorA/d_bn1/scale:0 discriminatorA/d_bn1/offset:0 discriminatorA/d_h3_pred/Conv/weights:0 and as i take a lood at the log, it shows that is not UTF-8 encoded. Could you tell me what is going on as i am not sure why the training just stops without many errors? Thanks in advance for your help. Appreciate that.

I had the same problem.You need to preprocess the .npy file given according to the dataset part in readme.Use the step 6 in testfile.py and check your file path in the glob operation in model.py.Good luck.

[buzem]

Could you give more details about this problem?

[Yannik1337]

For further users:

If you pass --dataset_dir /path/to/dir to main.py, you have to modify the following lines in model.py

dataA = glob('./datasets/{}/train/*.*'.format(self.dataset_A_dir))
dataB = glob('./datasets/{}/train/*.*'.format(self.dataset_B_dir))

to

dataA = glob("{}/{}/train/*.*".format(self.dataset_dir, self.dataset_A_dir))

likewise for dataset B and for the test steps, e.g. just search for "glob" within the file and adapt.