Lmod Warning:
-------------------------------------------------------------------------------
The following dependent module(s) are not currently loaded: curl/8.4.0
(required by: htslib/1.16)
-------------------------------------------------------------------------------




The following have been reloaded with a version change:
  1) curl/8.4.0 => curl/8.17.0     2) openssl/3.0.7 => openssl/3.6.0

2026-05-11 03:30:45.370880: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 03:31:28.294650: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 03:31:28.296903: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-05-11 03:31:28.320045: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:03:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-05-11 03:31:28.320116: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 03:31:28.326499: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 03:31:28.326562: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 03:31:28.329580: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 03:31:28.334385: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 03:31:28.339638: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 03:31:28.342825: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 03:31:28.344991: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 03:31:28.345483: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 03:31:28.345948: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2026-05-11 03:31:28.346222: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 03:31:28.346719: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:03:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-05-11 03:31:28.346760: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 03:31:28.346801: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 03:31:28.346833: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 03:31:28.346854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 03:31:28.346875: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 03:31:28.346896: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 03:31:28.346917: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 03:31:28.346972: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 03:31:28.347351: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 03:31:28.347391: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 03:31:28.981213: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-05-11 03:31:28.981313: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-05-11 03:31:28.981333: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-05-11 03:31:28.982239: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 11209 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN Xp, pci bus id: 0000:03:00.0, compute capability: 6.1)
2026-05-11 03:31:31.078297: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-05-11 03:31:31.079023: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz
2026-05-11 03:31:40.035171: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 03:31:41.205221: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 03:31:41.226295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 03:31:45.664569: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-05-11 03:31:46.171820: W tensorflow/stream_executor/gpu/redzone_allocator.cc:314] Internal: ptxas exited with non-zero error code 256, output: 
Relying on driver to perform ptx compilation. 
Modify $PATH to customize ptxas location.
This message will be only logged once.
/home/users/shouvikm/miniconda3/envs/bpnet/lib/python3.7/site-packages/tensorflow/python/keras/engine/functional.py:595: UserWarning: Input dict contained keys ['coordinates', 'jitters', 'index', 'status', 'rev_comp'] which did not match any model input. They will be ignored by the model.
  [n for n in tensors.keys() if n not in ref_input_names])
/home/users/shouvikm/miniconda3/envs/bpnet/lib/python3.7/site-packages/tensorflow/python/keras/engine/functional.py:595: UserWarning: Input dict contained keys ['coordinates'] which did not match any model input. They will be ignored by the model.
  [n for n in tensors.keys() if n not in ref_input_names])
2026-05-11 04:06:09.887460: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them.
2026-05-11 04:07:40.562091: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:11:14.646130: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 04:11:14.672576: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-05-11 04:11:14.738854: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:03:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-05-11 04:11:14.738974: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:11:14.780861: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:11:14.781000: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:11:14.801784: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 04:11:14.820854: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 04:11:14.912962: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 04:11:14.933522: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 04:11:14.954373: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:11:14.955309: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 04:11:14.955894: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2026-05-11 04:11:14.956252: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 04:11:14.956886: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:03:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-05-11 04:11:14.957003: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:11:14.957072: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:11:14.957130: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:11:14.957184: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 04:11:14.957238: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 04:11:14.957292: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 04:11:14.957346: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 04:11:14.957400: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:11:14.958267: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 04:11:14.958367: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:11:15.555818: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-05-11 04:11:15.555914: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-05-11 04:11:15.555933: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-05-11 04:11:15.556761: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 11209 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN Xp, pci bus id: 0000:03:00.0, compute capability: 6.1)
/home/users/shouvikm/miniconda3/envs/bpnet/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: bpnet.model.arch is not loaded, but a Lambda layer uses it. It may cause errors.
  , UserWarning)
batch:   0%|          | 0/200 [00:00<?, ?it/s]2026-05-11 04:11:17.794966: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-05-11 04:11:17.795549: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz
2026-05-11 04:11:18.242484: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:11:18.525231: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:11:18.526987: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:11:19.679262: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-05-11 04:11:19.755735: W tensorflow/stream_executor/gpu/redzone_allocator.cc:314] Internal: ptxas exited with non-zero error code 256, output: 
Relying on driver to perform ptx compilation. 
Modify $PATH to customize ptxas location.
This message will be only logged once.
/home/users/shouvikm/miniconda3/envs/bpnet/lib/python3.7/site-packages/tensorflow/python/keras/engine/functional.py:595: UserWarning: Input dict contained keys ['coordinates', 'true_profiles', 'true_logcounts', 'rev_comp'] which did not match any model input. They will be ignored by the model.
  [n for n in tensors.keys() if n not in ref_input_names])
batch:   0%|          | 1/200 [00:54<2:59:09, 54.02s/it]batch:   1%|          | 2/200 [00:54<1:14:10, 22.48s/it]batch:   2%|▏         | 3/200 [00:54<40:45, 12.42s/it]  batch:   2%|▏         | 4/200 [00:55<25:03,  7.67s/it]batch:   2%|▎         | 5/200 [00:55<16:28,  5.07s/it]batch:   3%|▎         | 6/200 [00:56<11:15,  3.48s/it]batch:   4%|▎         | 7/200 [00:56<07:57,  2.47s/it]batch:   4%|▍         | 8/200 [00:56<05:47,  1.81s/it]batch:   4%|▍         | 9/200 [00:57<04:23,  1.38s/it]batch:   5%|▌         | 10/200 [00:57<03:27,  1.09s/it]batch:   6%|▌         | 11/200 [00:58<02:48,  1.12it/s]batch:   6%|▌         | 12/200 [00:58<02:20,  1.33it/s]batch:   6%|▋         | 13/200 [00:59<02:00,  1.56it/s]batch:   7%|▋         | 14/200 [00:59<01:45,  1.76it/s]batch:   8%|▊         | 15/200 [00:59<01:35,  1.93it/s]batch:   8%|▊         | 16/200 [01:00<01:30,  2.04it/s]batch:   8%|▊         | 17/200 [01:00<01:26,  2.11it/s]batch:   9%|▉         | 18/200 [01:01<01:21,  2.23it/s]batch:  10%|▉         | 19/200 [01:01<01:18,  2.31it/s]batch:  10%|█         | 20/200 [01:01<01:18,  2.30it/s]batch:  10%|█         | 21/200 [01:02<01:15,  2.37it/s]batch:  11%|█         | 22/200 [01:02<01:13,  2.42it/s]batch:  12%|█▏        | 23/200 [01:03<01:13,  2.40it/s]batch:  12%|█▏        | 24/200 [01:03<01:13,  2.38it/s]batch:  12%|█▎        | 25/200 [01:03<01:11,  2.43it/s]batch:  13%|█▎        | 26/200 [01:04<01:13,  2.36it/s]batch:  14%|█▎        | 27/200 [01:04<01:13,  2.34it/s]batch:  14%|█▍        | 28/200 [01:05<01:14,  2.32it/s]batch:  14%|█▍        | 29/200 [01:05<01:14,  2.31it/s]batch:  15%|█▌        | 30/200 [01:06<01:11,  2.37it/s]batch:  16%|█▌        | 31/200 [01:06<01:11,  2.37it/s]batch:  16%|█▌        | 32/200 [01:06<01:11,  2.35it/s]batch:  16%|█▋        | 33/200 [01:07<01:11,  2.34it/s]batch:  17%|█▋        | 34/200 [01:07<01:09,  2.40it/s]batch:  18%|█▊        | 35/200 [01:08<01:07,  2.45it/s]batch:  18%|█▊        | 36/200 [01:08<01:08,  2.41it/s]batch:  18%|█▊        | 37/200 [01:09<01:25,  1.90it/s]batch:  19%|█▉        | 38/200 [01:09<01:18,  2.05it/s]batch:  20%|█▉        | 39/200 [01:10<01:13,  2.18it/s]batch:  20%|██        | 40/200 [01:10<01:10,  2.28it/s]batch:  20%|██        | 41/200 [01:11<01:09,  2.29it/s]batch:  21%|██        | 42/200 [01:11<01:06,  2.36it/s]batch:  22%|██▏       | 43/200 [01:11<01:04,  2.42it/s]batch:  22%|██▏       | 44/200 [01:12<01:03,  2.46it/s]batch:  22%|██▎       | 45/200 [01:12<01:03,  2.43it/s]batch:  23%|██▎       | 46/200 [01:13<01:04,  2.39it/s]batch:  24%|██▎       | 47/200 [01:13<01:02,  2.44it/s]batch:  24%|██▍       | 48/200 [01:13<01:03,  2.41it/s]batch:  24%|██▍       | 49/200 [01:14<01:03,  2.38it/s]batch:  25%|██▌       | 50/200 [01:14<01:01,  2.44it/s]batch:  26%|██▌       | 51/200 [01:15<01:01,  2.40it/s]batch:  26%|██▌       | 52/200 [01:15<01:02,  2.38it/s]batch:  26%|██▋       | 53/200 [01:15<01:00,  2.44it/s]batch:  27%|██▋       | 54/200 [01:16<01:01,  2.36it/s]batch:  28%|██▊       | 55/200 [01:16<01:00,  2.38it/s]batch:  28%|██▊       | 56/200 [01:17<01:00,  2.37it/s]batch:  28%|██▊       | 57/200 [01:17<00:58,  2.43it/s]batch:  29%|██▉       | 58/200 [01:18<00:59,  2.40it/s]batch:  30%|██▉       | 59/200 [01:18<00:59,  2.37it/s]batch:  30%|███       | 60/200 [01:18<00:57,  2.42it/s]batch:  30%|███       | 61/200 [01:19<00:57,  2.40it/s]batch:  31%|███       | 62/200 [01:19<00:56,  2.45it/s]batch:  32%|███▏      | 63/200 [01:20<00:55,  2.49it/s]batch:  32%|███▏      | 64/200 [01:20<00:53,  2.52it/s]batch:  32%|███▎      | 65/200 [01:20<00:54,  2.46it/s]batch:  33%|███▎      | 66/200 [01:21<01:01,  2.17it/s]batch:  34%|███▎      | 67/200 [01:21<00:58,  2.26it/s]batch:  34%|███▍      | 68/200 [01:22<00:58,  2.27it/s]batch:  34%|███▍      | 69/200 [01:22<00:55,  2.36it/s]batch:  35%|███▌      | 70/200 [01:23<00:55,  2.35it/s]batch:  36%|███▌      | 71/200 [01:23<00:53,  2.41it/s]batch:  36%|███▌      | 72/200 [01:23<00:53,  2.38it/s]batch:  36%|███▋      | 73/200 [01:24<00:52,  2.44it/s]batch:  37%|███▋      | 74/200 [01:24<00:52,  2.41it/s]batch:  38%|███▊      | 75/200 [01:25<00:52,  2.38it/s]batch:  38%|███▊      | 76/200 [01:25<00:53,  2.33it/s]batch:  38%|███▊      | 77/200 [01:26<00:53,  2.29it/s]batch:  39%|███▉      | 78/200 [01:26<00:53,  2.27it/s]batch:  40%|███▉      | 79/200 [01:26<00:51,  2.34it/s]batch:  40%|████      | 80/200 [01:27<00:50,  2.39it/s]batch:  40%|████      | 81/200 [01:27<00:50,  2.36it/s]batch:  41%|████      | 82/200 [01:28<00:48,  2.42it/s]batch:  42%|████▏     | 83/200 [01:28<00:47,  2.46it/s]batch:  42%|████▏     | 84/200 [01:28<00:46,  2.49it/s]batch:  42%|████▎     | 85/200 [01:29<00:47,  2.44it/s]batch:  43%|████▎     | 86/200 [01:29<00:47,  2.41it/s]batch:  44%|████▎     | 87/200 [01:30<00:47,  2.38it/s]batch:  44%|████▍     | 88/200 [01:30<00:46,  2.43it/s]batch:  44%|████▍     | 89/200 [01:31<00:46,  2.40it/s]batch:  45%|████▌     | 90/200 [01:31<00:44,  2.45it/s]batch:  46%|████▌     | 91/200 [01:31<00:43,  2.48it/s]batch:  46%|████▌     | 92/200 [01:32<00:43,  2.51it/s]batch:  46%|████▋     | 93/200 [01:32<00:42,  2.53it/s]batch:  47%|████▋     | 94/200 [01:33<00:42,  2.47it/s]batch:  48%|████▊     | 95/200 [01:33<00:42,  2.50it/s]batch:  48%|████▊     | 96/200 [01:33<00:42,  2.46it/s]batch:  48%|████▊     | 97/200 [01:34<00:41,  2.48it/s]batch:  49%|████▉     | 98/200 [01:34<00:41,  2.43it/s]batch:  50%|████▉     | 99/200 [01:35<00:40,  2.48it/s]batch:  50%|█████     | 100/200 [01:35<00:39,  2.50it/s]batch:  50%|█████     | 101/200 [01:35<00:39,  2.52it/s]batch:  51%|█████     | 102/200 [01:36<00:40,  2.45it/s]batch:  52%|█████▏    | 103/200 [01:36<00:38,  2.49it/s]batch:  52%|█████▏    | 104/200 [01:37<00:38,  2.51it/s]batch:  52%|█████▎    | 105/200 [01:37<00:38,  2.46it/s]batch:  53%|█████▎    | 106/200 [01:37<00:38,  2.42it/s]batch:  54%|█████▎    | 107/200 [01:38<00:37,  2.45it/s]batch:  54%|█████▍    | 108/200 [01:38<00:37,  2.48it/s]batch:  55%|█████▍    | 109/200 [01:39<00:37,  2.44it/s]batch:  55%|█████▌    | 110/200 [01:39<00:36,  2.47it/s]batch:  56%|█████▌    | 111/200 [01:39<00:36,  2.42it/s]batch:  56%|█████▌    | 112/200 [01:40<00:37,  2.36it/s]batch:  56%|█████▋    | 113/200 [01:40<00:36,  2.42it/s]batch:  57%|█████▋    | 114/200 [01:41<00:36,  2.38it/s]batch:  57%|█████▊    | 115/200 [01:41<00:35,  2.37it/s]batch:  58%|█████▊    | 116/200 [01:42<00:34,  2.43it/s]batch:  58%|█████▊    | 117/200 [01:42<00:33,  2.47it/s]batch:  59%|█████▉    | 118/200 [01:42<00:33,  2.45it/s]batch:  60%|█████▉    | 119/200 [01:43<00:33,  2.42it/s]batch:  60%|██████    | 120/200 [01:43<00:33,  2.40it/s]batch:  60%|██████    | 121/200 [01:44<00:33,  2.37it/s]batch:  61%|██████    | 122/200 [01:44<00:33,  2.35it/s]batch:  62%|██████▏   | 123/200 [01:44<00:32,  2.34it/s]batch:  62%|██████▏   | 124/200 [01:45<00:32,  2.34it/s]batch:  62%|██████▎   | 125/200 [01:45<00:32,  2.33it/s]batch:  63%|██████▎   | 126/200 [01:46<00:32,  2.29it/s]batch:  64%|██████▎   | 127/200 [01:46<00:31,  2.29it/s]batch:  64%|██████▍   | 128/200 [01:47<00:30,  2.37it/s]batch:  64%|██████▍   | 129/200 [01:47<00:30,  2.35it/s]batch:  65%|██████▌   | 130/200 [01:47<00:29,  2.41it/s]batch:  66%|██████▌   | 131/200 [01:48<00:28,  2.46it/s]batch:  66%|██████▌   | 132/200 [01:48<00:27,  2.44it/s]batch:  66%|██████▋   | 133/200 [01:49<00:27,  2.47it/s]batch:  67%|██████▋   | 134/200 [01:49<00:26,  2.50it/s]batch:  68%|██████▊   | 135/200 [01:49<00:26,  2.46it/s]batch:  68%|██████▊   | 136/200 [01:50<00:26,  2.42it/s]batch:  68%|██████▊   | 137/200 [01:50<00:26,  2.36it/s]batch:  69%|██████▉   | 138/200 [01:51<00:25,  2.40it/s]batch:  70%|██████▉   | 139/200 [01:51<00:24,  2.44it/s]batch:  70%|███████   | 140/200 [01:52<00:24,  2.40it/s]batch:  70%|███████   | 141/200 [01:52<00:24,  2.45it/s]batch:  71%|███████   | 142/200 [01:52<00:23,  2.49it/s]batch:  72%|███████▏  | 143/200 [01:53<00:23,  2.44it/s]batch:  72%|███████▏  | 144/200 [01:53<00:22,  2.47it/s]batch:  72%|███████▎  | 145/200 [01:54<00:21,  2.50it/s]batch:  73%|███████▎  | 146/200 [01:54<00:21,  2.51it/s]batch:  74%|███████▎  | 147/200 [01:54<00:20,  2.53it/s]batch:  74%|███████▍  | 148/200 [01:55<00:20,  2.55it/s]batch:  74%|███████▍  | 149/200 [01:55<00:20,  2.54it/s]batch:  75%|███████▌  | 150/200 [01:56<00:20,  2.47it/s]batch:  76%|███████▌  | 151/200 [01:56<00:19,  2.49it/s]batch:  76%|███████▌  | 152/200 [01:56<00:19,  2.52it/s]batch:  76%|███████▋  | 153/200 [01:57<00:18,  2.53it/s]batch:  77%|███████▋  | 154/200 [01:57<00:18,  2.54it/s]batch:  78%|███████▊  | 155/200 [01:58<00:18,  2.48it/s]batch:  78%|███████▊  | 156/200 [01:58<00:17,  2.50it/s]batch:  78%|███████▊  | 157/200 [01:58<00:17,  2.52it/s]batch:  79%|███████▉  | 158/200 [01:59<00:16,  2.54it/s]batch:  80%|███████▉  | 159/200 [01:59<00:16,  2.47it/s]batch:  80%|████████  | 160/200 [02:00<00:16,  2.43it/s]batch:  80%|████████  | 161/200 [02:00<00:16,  2.41it/s]batch:  81%|████████  | 162/200 [02:00<00:16,  2.37it/s]batch:  82%|████████▏ | 163/200 [02:01<00:16,  2.30it/s]batch:  82%|████████▏ | 164/200 [02:01<00:15,  2.38it/s]batch:  82%|████████▎ | 165/200 [02:02<00:14,  2.36it/s]batch:  83%|████████▎ | 166/200 [02:02<00:14,  2.35it/s]batch:  84%|████████▎ | 167/200 [02:03<00:13,  2.42it/s]batch:  84%|████████▍ | 168/200 [02:03<00:12,  2.46it/s]batch:  84%|████████▍ | 169/200 [02:03<00:12,  2.50it/s]batch:  85%|████████▌ | 170/200 [02:04<00:11,  2.52it/s]batch:  86%|████████▌ | 171/200 [02:04<00:11,  2.44it/s]batch:  86%|████████▌ | 172/200 [02:05<00:11,  2.47it/s]batch:  86%|████████▋ | 173/200 [02:05<00:11,  2.42it/s]batch:  87%|████████▋ | 174/200 [02:05<00:10,  2.47it/s]batch:  88%|████████▊ | 175/200 [02:06<00:10,  2.50it/s]batch:  88%|████████▊ | 176/200 [02:06<00:09,  2.44it/s]batch:  88%|████████▊ | 177/200 [02:07<00:09,  2.46it/s]batch:  89%|████████▉ | 178/200 [02:07<00:08,  2.49it/s]batch:  90%|████████▉ | 179/200 [02:07<00:08,  2.44it/s]batch:  90%|█████████ | 180/200 [02:08<00:08,  2.40it/s]batch:  90%|█████████ | 181/200 [02:08<00:07,  2.46it/s]batch:  91%|█████████ | 182/200 [02:09<00:07,  2.43it/s]batch:  92%|█████████▏| 183/200 [02:09<00:07,  2.39it/s]batch:  92%|█████████▏| 184/200 [02:09<00:06,  2.36it/s]batch:  92%|█████████▎| 185/200 [02:10<00:06,  2.39it/s]batch:  93%|█████████▎| 186/200 [02:10<00:05,  2.37it/s]batch:  94%|█████████▎| 187/200 [02:11<00:05,  2.36it/s]batch:  94%|█████████▍| 188/200 [02:11<00:04,  2.42it/s]batch:  94%|█████████▍| 189/200 [02:12<00:04,  2.47it/s]batch:  95%|█████████▌| 190/200 [02:12<00:04,  2.42it/s]batch:  96%|█████████▌| 191/200 [02:12<00:03,  2.47it/s]batch:  96%|█████████▌| 192/200 [02:13<00:03,  2.41it/s]batch:  96%|█████████▋| 193/200 [02:13<00:02,  2.39it/s]batch:  97%|█████████▋| 194/200 [02:14<00:02,  2.45it/s]batch:  98%|█████████▊| 195/200 [02:14<00:02,  2.41it/s]batch:  98%|█████████▊| 196/200 [02:15<00:02,  1.58it/s]batch:  98%|█████████▊| 197/200 [02:16<00:01,  1.79it/s]batch:  99%|█████████▉| 198/200 [02:16<00:01,  1.95it/s]batch: 100%|█████████▉| 199/200 [02:16<00:00,  2.11it/s]batch: 100%|██████████| 200/200 [02:17<00:00,  2.47it/s]batch: 100%|██████████| 200/200 [02:17<00:00,  1.46it/s]
  0%|          | 0/12770 [00:00<?, ?it/s]  1%|          | 73/12770 [00:00<00:17, 725.61it/s]  1%|▏         | 174/12770 [00:00<00:14, 892.00it/s]  2%|▏         | 276/12770 [00:00<00:13, 942.15it/s]  3%|▎         | 376/12770 [00:00<00:12, 964.13it/s]  4%|▍         | 479/12770 [00:00<00:12, 987.54it/s]  5%|▍         | 586/12770 [00:00<00:12, 1013.47it/s]  5%|▌         | 696/12770 [00:00<00:11, 1041.38it/s]  6%|▋         | 801/12770 [00:00<00:11, 1033.60it/s]  7%|▋         | 905/12770 [00:00<00:11, 1026.55it/s]  8%|▊         | 1008/12770 [00:01<00:11, 985.34it/s]  9%|▊         | 1107/12770 [00:01<00:11, 973.67it/s]  9%|▉         | 1206/12770 [00:01<00:11, 975.11it/s] 10%|█         | 1306/12770 [00:01<00:11, 982.21it/s] 11%|█         | 1409/12770 [00:01<00:11, 990.17it/s] 12%|█▏        | 1509/12770 [00:01<00:11, 991.67it/s] 13%|█▎        | 1614/12770 [00:01<00:11, 1004.32it/s] 13%|█▎        | 1719/12770 [00:01<00:10, 1014.43it/s] 14%|█▍        | 1821/12770 [00:01<00:10, 1009.64it/s] 15%|█▌        | 1922/12770 [00:01<00:10, 1006.94it/s] 16%|█▌        | 2023/12770 [00:02<00:10, 1003.01it/s] 17%|█▋        | 2124/12770 [00:02<00:10, 1000.41it/s] 17%|█▋        | 2227/12770 [00:02<00:10, 1006.39it/s] 18%|█▊        | 2328/12770 [00:02<00:10, 1000.34it/s] 19%|█▉        | 2429/12770 [00:02<00:10, 983.13it/s]  20%|█▉        | 2532/12770 [00:02<00:10, 992.34it/s] 21%|██        | 2636/12770 [00:02<00:10, 1005.56it/s] 21%|██▏       | 2737/12770 [00:02<00:10, 1000.08it/s] 22%|██▏       | 2840/12770 [00:02<00:09, 1008.37it/s] 23%|██▎       | 2941/12770 [00:02<00:09, 998.68it/s]  24%|██▍       | 3041/12770 [00:03<00:09, 991.47it/s] 25%|██▍       | 3143/12770 [00:03<00:09, 999.26it/s] 25%|██▌       | 3243/12770 [00:03<00:09, 993.52it/s] 26%|██▌       | 3343/12770 [00:03<00:09, 986.17it/s] 27%|██▋       | 3447/12770 [00:03<00:09, 999.54it/s] 28%|██▊       | 3551/12770 [00:03<00:09, 1010.60it/s] 29%|██▊       | 3653/12770 [00:03<00:09, 1004.03it/s] 29%|██▉       | 3754/12770 [00:03<00:08, 1003.82it/s] 30%|███       | 3855/12770 [00:03<00:08, 1001.18it/s] 31%|███       | 3956/12770 [00:03<00:08, 980.56it/s]  32%|███▏      | 4057/12770 [00:04<00:08, 985.51it/s] 33%|███▎      | 4159/12770 [00:04<00:08, 991.47it/s] 33%|███▎      | 4260/12770 [00:04<00:08, 991.54it/s] 34%|███▍      | 4360/12770 [00:04<00:08, 978.89it/s] 35%|███▍      | 4458/12770 [00:04<00:08, 977.07it/s] 36%|███▌      | 4556/12770 [00:04<00:08, 965.45it/s] 36%|███▋      | 4656/12770 [00:04<00:08, 970.61it/s] 37%|███▋      | 4754/12770 [00:04<00:08, 968.76it/s] 38%|███▊      | 4856/12770 [00:04<00:08, 979.99it/s] 39%|███▉      | 4955/12770 [00:05<00:08, 968.87it/s] 40%|███▉      | 5055/12770 [00:05<00:07, 977.19it/s] 40%|████      | 5153/12770 [00:05<00:07, 962.07it/s] 41%|████      | 5250/12770 [00:05<00:07, 956.14it/s] 42%|████▏     | 5348/12770 [00:05<00:07, 959.37it/s] 43%|████▎     | 5446/12770 [00:05<00:07, 958.84it/s] 43%|████▎     | 5543/12770 [00:05<00:07, 960.53it/s] 44%|████▍     | 5643/12770 [00:05<00:07, 971.94it/s] 45%|████▍     | 5741/12770 [00:05<00:07, 970.10it/s] 46%|████▌     | 5839/12770 [00:05<00:07, 960.68it/s] 46%|████▋     | 5936/12770 [00:06<00:07, 953.30it/s] 47%|████▋     | 6032/12770 [00:06<00:07, 952.31it/s] 48%|████▊     | 6128/12770 [00:06<00:07, 942.02it/s] 49%|████▊     | 6223/12770 [00:06<00:06, 943.40it/s] 49%|████▉     | 6319/12770 [00:06<00:06, 947.38it/s] 50%|█████     | 6416/12770 [00:06<00:06, 953.41it/s] 51%|█████     | 6514/12770 [00:06<00:06, 955.08it/s] 52%|█████▏    | 6611/12770 [00:06<00:06, 953.49it/s] 53%|█████▎    | 6709/12770 [00:06<00:06, 958.63it/s] 53%|█████▎    | 6805/12770 [00:06<00:06, 952.88it/s] 54%|█████▍    | 6901/12770 [00:07<00:06, 954.37it/s] 55%|█████▍    | 6997/12770 [00:07<00:06, 954.57it/s] 56%|█████▌    | 7097/12770 [00:07<00:05, 963.97it/s] 56%|█████▋    | 7194/12770 [00:07<00:05, 952.67it/s] 57%|█████▋    | 7290/12770 [00:07<00:05, 950.76it/s] 58%|█████▊    | 7386/12770 [00:07<00:05, 945.23it/s] 59%|█████▊    | 7481/12770 [00:07<00:05, 942.73it/s] 59%|█████▉    | 7576/12770 [00:07<00:05, 934.05it/s] 60%|██████    | 7672/12770 [00:07<00:05, 940.30it/s] 61%|██████    | 7767/12770 [00:07<00:05, 941.59it/s] 62%|██████▏   | 7862/12770 [00:08<00:05, 933.28it/s] 62%|██████▏   | 7956/12770 [00:08<00:05, 925.17it/s] 63%|██████▎   | 8055/12770 [00:08<00:05, 942.57it/s] 64%|██████▍   | 8150/12770 [00:08<00:04, 942.63it/s] 65%|██████▍   | 8245/12770 [00:08<00:04, 936.27it/s] 65%|██████▌   | 8340/12770 [00:08<00:04, 939.53it/s] 66%|██████▌   | 8438/12770 [00:08<00:04, 945.42it/s] 67%|██████▋   | 8533/12770 [00:08<00:04, 945.57it/s] 68%|██████▊   | 8628/12770 [00:08<00:04, 944.54it/s] 68%|██████▊   | 8723/12770 [00:08<00:04, 944.75it/s] 69%|██████▉   | 8818/12770 [00:09<00:04, 936.64it/s] 70%|██████▉   | 8912/12770 [00:09<00:04, 927.68it/s] 71%|███████   | 9005/12770 [00:09<00:04, 924.37it/s] 71%|███████▏  | 9101/12770 [00:09<00:03, 932.48it/s] 72%|███████▏  | 9196/12770 [00:09<00:03, 934.95it/s] 73%|███████▎  | 9292/12770 [00:09<00:03, 939.08it/s] 74%|███████▎  | 9386/12770 [00:09<00:03, 930.45it/s] 74%|███████▍  | 9482/12770 [00:09<00:03, 933.77it/s] 75%|███████▍  | 9576/12770 [00:09<00:03, 929.54it/s] 76%|███████▌  | 9669/12770 [00:09<00:03, 919.79it/s] 76%|███████▋  | 9761/12770 [00:10<00:03, 915.73it/s] 77%|███████▋  | 9853/12770 [00:10<00:03, 909.71it/s] 78%|███████▊  | 9945/12770 [00:10<00:03, 911.79it/s] 79%|███████▊  | 10037/12770 [00:10<00:03, 906.78it/s] 79%|███████▉  | 10128/12770 [00:10<00:02, 907.72it/s] 80%|████████  | 10219/12770 [00:10<00:02, 907.93it/s] 81%|████████  | 10311/12770 [00:10<00:02, 907.19it/s] 81%|████████▏ | 10407/12770 [00:10<00:02, 916.86it/s] 82%|████████▏ | 10499/12770 [00:10<00:02, 912.53it/s] 83%|████████▎ | 10591/12770 [00:11<00:02, 911.16it/s] 84%|████████▎ | 10684/12770 [00:11<00:02, 910.96it/s] 84%|████████▍ | 10776/12770 [00:11<00:02, 907.49it/s] 85%|████████▌ | 10867/12770 [00:11<00:02, 895.71it/s] 86%|████████▌ | 10959/12770 [00:11<00:02, 900.05it/s] 87%|████████▋ | 11050/12770 [00:11<00:01, 897.69it/s] 87%|████████▋ | 11140/12770 [00:11<00:01, 897.27it/s] 88%|████████▊ | 11237/12770 [00:11<00:01, 914.61it/s] 89%|████████▊ | 11330/12770 [00:11<00:01, 915.24it/s] 89%|████████▉ | 11422/12770 [00:11<00:01, 909.81it/s] 90%|█████████ | 11513/12770 [00:12<00:01, 898.90it/s] 91%|█████████ | 11604/12770 [00:12<00:01, 896.86it/s] 92%|█████████▏| 11697/12770 [00:12<00:01, 901.00it/s] 92%|█████████▏| 11791/12770 [00:12<00:01, 907.43it/s] 93%|█████████▎| 11884/12770 [00:12<00:00, 909.49it/s] 94%|█████████▍| 11975/12770 [00:12<00:00, 904.43it/s] 94%|█████████▍| 12066/12770 [00:12<00:00, 891.13it/s] 95%|█████████▌| 12157/12770 [00:12<00:00, 893.37it/s] 96%|█████████▌| 12247/12770 [00:12<00:00, 889.07it/s] 97%|█████████▋| 12336/12770 [00:12<00:00, 881.96it/s] 97%|█████████▋| 12425/12770 [00:13<00:00, 880.95it/s] 98%|█████████▊| 12514/12770 [00:13<00:00, 882.35it/s] 99%|█████████▊| 12603/12770 [00:13<00:00, 868.08it/s] 99%|█████████▉| 12692/12770 [00:13<00:00, 868.47it/s]100%|██████████| 12770/12770 [00:13<00:00, 948.90it/s]
  0%|          | 0/12770 [00:00<?, ?it/s]  1%|          | 101/12770 [00:00<00:12, 1006.81it/s]  2%|▏         | 202/12770 [00:00<00:12, 1001.65it/s]  2%|▏         | 303/12770 [00:00<00:12, 988.25it/s]   3%|▎         | 405/12770 [00:00<00:12, 998.46it/s]  4%|▍         | 510/12770 [00:00<00:12, 1015.07it/s]  5%|▍         | 619/12770 [00:00<00:11, 1037.53it/s]  6%|▌         | 723/12770 [00:00<00:11, 1036.34it/s]  6%|▋         | 827/12770 [00:00<00:11, 1036.88it/s]  7%|▋         | 931/12770 [00:00<00:11, 1025.45it/s]  8%|▊         | 1034/12770 [00:01<00:11, 1022.07it/s]  9%|▉         | 1140/12770 [00:01<00:11, 1031.18it/s] 10%|▉         | 1244/12770 [00:01<00:11, 1031.35it/s] 11%|█         | 1348/12770 [00:01<00:11, 1024.79it/s] 11%|█▏        | 1451/12770 [00:01<00:11, 1024.07it/s] 12%|█▏        | 1554/12770 [00:01<00:11, 1017.79it/s] 13%|█▎        | 1657/12770 [00:01<00:10, 1015.62it/s] 14%|█▍        | 1763/12770 [00:01<00:10, 1022.37it/s] 15%|█▍        | 1866/12770 [00:01<00:10, 1012.58it/s] 15%|█▌        | 1968/12770 [00:01<00:10, 1005.43it/s] 16%|█▌        | 2069/12770 [00:02<00:10, 993.46it/s]  17%|█▋        | 2172/12770 [00:02<00:10, 1004.16it/s] 18%|█▊        | 2273/12770 [00:02<00:10, 1003.36it/s] 19%|█▊        | 2374/12770 [00:02<00:10, 991.61it/s]  19%|█▉        | 2475/12770 [00:02<00:10, 996.78it/s] 20%|██        | 2578/12770 [00:02<00:10, 1004.37it/s] 21%|██        | 2679/12770 [00:02<00:10, 998.97it/s]  22%|██▏       | 2781/12770 [00:02<00:09, 999.61it/s] 23%|██▎       | 2883/12770 [00:02<00:09, 1004.64it/s] 23%|██▎       | 2984/12770 [00:02<00:09, 996.43it/s]  24%|██▍       | 3086/12770 [00:03<00:09, 999.56it/s] 25%|██▍       | 3188/12770 [00:03<00:09, 999.16it/s] 26%|██▌       | 3288/12770 [00:03<00:09, 999.05it/s] 27%|██▋       | 3388/12770 [00:03<00:09, 993.15it/s] 27%|██▋       | 3493/12770 [00:03<00:09, 1009.30it/s] 28%|██▊       | 3594/12770 [00:03<00:09, 1002.80it/s] 29%|██▉       | 3697/12770 [00:03<00:08, 1010.71it/s] 30%|██▉       | 3799/12770 [00:03<00:08, 1010.67it/s] 31%|███       | 3901/12770 [00:03<00:08, 993.77it/s]  31%|███▏      | 4001/12770 [00:03<00:08, 989.97it/s] 32%|███▏      | 4101/12770 [00:04<00:08, 989.93it/s] 33%|███▎      | 4202/12770 [00:04<00:08, 992.05it/s] 34%|███▎      | 4302/12770 [00:04<00:08, 978.36it/s] 34%|███▍      | 4400/12770 [00:04<00:08, 978.34it/s] 35%|███▌      | 4498/12770 [00:04<00:08, 968.77it/s] 36%|███▌      | 4595/12770 [00:04<00:08, 966.47it/s] 37%|███▋      | 4692/12770 [00:04<00:08, 965.51it/s] 38%|███▊      | 4791/12770 [00:04<00:08, 970.21it/s] 38%|███▊      | 4889/12770 [00:04<00:08, 969.94it/s] 39%|███▉      | 4987/12770 [00:04<00:08, 971.29it/s] 40%|███▉      | 5085/12770 [00:05<00:07, 969.71it/s] 41%|████      | 5182/12770 [00:05<00:07, 963.27it/s] 41%|████▏     | 5279/12770 [00:05<00:07, 957.41it/s] 42%|████▏     | 5377/12770 [00:05<00:07, 963.34it/s] 43%|████▎     | 5474/12770 [00:05<00:07, 951.16it/s] 44%|████▎     | 5572/12770 [00:05<00:07, 955.72it/s] 44%|████▍     | 5672/12770 [00:05<00:07, 967.45it/s] 45%|████▌     | 5769/12770 [00:05<00:07, 967.52it/s] 46%|████▌     | 5866/12770 [00:05<00:07, 959.35it/s] 47%|████▋     | 5962/12770 [00:06<00:07, 950.38it/s] 47%|████▋     | 6058/12770 [00:06<00:07, 951.84it/s] 48%|████▊     | 6154/12770 [00:06<00:07, 944.35it/s] 49%|████▉     | 6251/12770 [00:06<00:06, 948.94it/s] 50%|████▉     | 6346/12770 [00:06<00:06, 948.30it/s] 50%|█████     | 6445/12770 [00:06<00:06, 955.28it/s] 51%|█████     | 6544/12770 [00:06<00:06, 960.66it/s] 52%|█████▏    | 6641/12770 [00:06<00:06, 956.41it/s] 53%|█████▎    | 6737/12770 [00:06<00:06, 952.91it/s] 54%|█████▎    | 6834/12770 [00:06<00:06, 954.80it/s] 54%|█████▍    | 6930/12770 [00:07<00:06, 944.94it/s] 55%|█████▌    | 7025/12770 [00:07<00:06, 934.94it/s] 56%|█████▌    | 7119/12770 [00:07<00:06, 927.40it/s] 56%|█████▋    | 7212/12770 [00:07<00:06, 911.34it/s] 57%|█████▋    | 7304/12770 [00:07<00:05, 911.42it/s] 58%|█████▊    | 7396/12770 [00:07<00:05, 907.46it/s] 59%|█████▊    | 7487/12770 [00:07<00:05, 892.42it/s] 59%|█████▉    | 7579/12770 [00:07<00:05, 895.51it/s] 60%|██████    | 7675/12770 [00:07<00:05, 912.62it/s] 61%|██████    | 7770/12770 [00:07<00:05, 922.04it/s] 62%|██████▏   | 7863/12770 [00:08<00:05, 915.64it/s] 62%|██████▏   | 7956/12770 [00:08<00:05, 914.97it/s] 63%|██████▎   | 8056/12770 [00:08<00:05, 939.79it/s] 64%|██████▍   | 8151/12770 [00:08<00:04, 940.00it/s] 65%|██████▍   | 8246/12770 [00:08<00:04, 934.70it/s] 65%|██████▌   | 8341/12770 [00:08<00:04, 933.77it/s] 66%|██████▌   | 8440/12770 [00:08<00:04, 944.82it/s] 67%|██████▋   | 8536/12770 [00:08<00:04, 946.74it/s] 68%|██████▊   | 8631/12770 [00:08<00:04, 945.97it/s] 68%|██████▊   | 8726/12770 [00:08<00:04, 937.49it/s] 69%|██████▉   | 8821/12770 [00:09<00:04, 938.87it/s] 70%|██████▉   | 8915/12770 [00:09<00:04, 936.01it/s] 71%|███████   | 9009/12770 [00:09<00:04, 936.45it/s] 71%|███████▏  | 9105/12770 [00:09<00:03, 943.40it/s] 72%|███████▏  | 9200/12770 [00:09<00:03, 944.14it/s] 73%|███████▎  | 9298/12770 [00:09<00:03, 954.32it/s] 74%|███████▎  | 9394/12770 [00:09<00:03, 938.47it/s] 74%|███████▍  | 9493/12770 [00:09<00:03, 949.96it/s] 75%|███████▌  | 9590/12770 [00:09<00:03, 954.31it/s] 76%|███████▌  | 9686/12770 [00:09<00:03, 951.46it/s] 77%|███████▋  | 9782/12770 [00:10<00:03, 947.62it/s] 77%|███████▋  | 9878/12770 [00:10<00:03, 950.84it/s] 78%|███████▊  | 9974/12770 [00:10<00:02, 937.70it/s] 79%|███████▉  | 10068/12770 [00:10<00:02, 931.49it/s] 80%|███████▉  | 10162/12770 [00:10<00:02, 921.24it/s] 80%|████████  | 10255/12770 [00:10<00:02, 908.89it/s] 81%|████████  | 10349/12770 [00:10<00:02, 913.78it/s] 82%|████████▏ | 10445/12770 [00:10<00:02, 927.05it/s] 83%|████████▎ | 10538/12770 [00:10<00:02, 917.93it/s] 83%|████████▎ | 10633/12770 [00:11<00:02, 923.62it/s] 84%|████████▍ | 10726/12770 [00:11<00:02, 924.87it/s] 85%|████████▍ | 10819/12770 [00:11<00:02, 915.49it/s] 85%|████████▌ | 10911/12770 [00:11<00:02, 913.19it/s] 86%|████████▌ | 11003/12770 [00:11<00:01, 906.20it/s] 87%|████████▋ | 11096/12770 [00:11<00:01, 912.44it/s] 88%|████████▊ | 11188/12770 [00:11<00:01, 910.09it/s] 88%|████████▊ | 11281/12770 [00:11<00:01, 915.32it/s] 89%|████████▉ | 11373/12770 [00:11<00:01, 914.61it/s] 90%|████████▉ | 11465/12770 [00:11<00:01, 909.22it/s] 90%|█████████ | 11556/12770 [00:12<00:01, 904.78it/s] 91%|█████████ | 11649/12770 [00:12<00:01, 908.44it/s] 92%|█████████▏| 11742/12770 [00:12<00:01, 909.30it/s] 93%|█████████▎| 11836/12770 [00:12<00:01, 912.94it/s] 93%|█████████▎| 11928/12770 [00:12<00:00, 906.02it/s] 94%|█████████▍| 12019/12770 [00:12<00:00, 898.42it/s] 95%|█████████▍| 12109/12770 [00:12<00:00, 895.25it/s] 96%|█████████▌| 12200/12770 [00:12<00:00, 899.08it/s] 96%|█████████▌| 12290/12770 [00:12<00:00, 887.20it/s] 97%|█████████▋| 12379/12770 [00:12<00:00, 882.50it/s] 98%|█████████▊| 12468/12770 [00:13<00:00, 884.64it/s] 98%|█████████▊| 12557/12770 [00:13<00:00, 872.73it/s] 99%|█████████▉| 12645/12770 [00:13<00:00, 873.16it/s]100%|█████████▉| 12733/12770 [00:13<00:00, 872.39it/s]100%|██████████| 12770/12770 [00:13<00:00, 953.24it/s]
2026-05-11 04:16:16.107279: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:19:23.670191: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 04:19:23.677616: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-05-11 04:19:23.723045: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:03:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-05-11 04:19:23.723156: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:19:23.779571: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:19:23.779652: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:19:23.809496: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 04:19:23.837058: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 04:19:23.869890: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 04:19:23.899586: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 04:19:23.929010: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:19:23.930158: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 04:19:23.930990: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2026-05-11 04:19:23.931419: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 04:19:23.932103: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:03:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-05-11 04:19:23.932231: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:19:23.932324: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:19:23.932409: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:19:23.932492: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 04:19:23.932574: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 04:19:23.932678: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 04:19:23.932761: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 04:19:23.932842: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:19:23.933828: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 04:19:23.933968: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:19:24.514407: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-05-11 04:19:24.514503: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-05-11 04:19:24.514521: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-05-11 04:19:24.515434: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 11209 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN Xp, pci bus id: 0000:03:00.0, compute capability: 6.1)
2026-05-11 04:19:24.577091: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:196] None of the MLIR optimization passes are enabled (registered 0 passes)
2026-05-11 04:19:24.594330: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400185000 Hz
2026-05-11 04:19:38.149485: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:19:38.388489: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:19:38.394199: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:19:42.384496: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-05-11 04:19:42.499302: W tensorflow/stream_executor/gpu/redzone_allocator.cc:314] Internal: ptxas exited with non-zero error code 256, output: 
Relying on driver to perform ptx compilation. 
Modify $PATH to customize ptxas location.
This message will be only logged once.
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
/home/users/shouvikm/miniconda3/envs/bpnet/lib/python3.7/site-packages/tensorflow/python/keras/layers/core.py:1059: UserWarning: bpnet.model.arch is not loaded, but a Lambda layer uses it. It may cause errors.
  , UserWarning)
