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



Lmod Warning:
-------------------------------------------------------------------------------
The following dependent module(s) are not currently loaded: curl/8.17.0
(required by: ucsc-utils/v489), openssl/3.0.7 (required by: curl/8.4.0)
-------------------------------------------------------------------------------




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

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

2026-07-10 14:45:04.867119: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:46:54.680554: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 14:46:54.682151: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 14:46:54.758200: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 14:46:54.758330: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:46:55.229954: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:46:55.230207: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:46:55.579929: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 14:46:56.143710: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 14:46:56.762893: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 14:46:57.089412: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 14:46:57.097554: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:46:57.099314: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 14:46:57.100294: 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.
2026-07-10 14:46:57.100492: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 14:46:57.101244: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 14:46:57.101333: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:46:57.101397: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:46:57.101453: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:46:57.101547: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 14:46:57.101605: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 14:46:57.101659: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 14:46:57.101729: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 14:46:57.101782: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:46:57.102988: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 14:46:57.103092: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:46:59.772452: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 14:46:59.772584: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 14:46:59.772605: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 14:46:59.773499: 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: 0000:02:00.0, compute capability: 6.1)
2026-07-10 14:47:07.680061: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-07-10 14:47:07.680620: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2399955000 Hz
2026-07-10 14:47:24.433194: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:47:27.734423: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:47:27.744033: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:47:43.524355: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 14:47:44.442789: 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])
2026-07-10 15:42:19.126858: 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.
2026-07-10 15:42:23.966403: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:42:29.838433: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 15:42:29.839619: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 15:42:29.859263: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 15:42:29.859405: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:42:29.865679: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:42:29.865792: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:42:29.868513: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 15:42:29.870113: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 15:42:29.874492: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 15:42:29.876428: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 15:42:29.877824: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:42:29.878433: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 15:42:29.878808: 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.
2026-07-10 15:42:29.878906: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 15:42:29.879195: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 15:42:29.879233: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:42:29.879261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:42:29.879285: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:42:29.879309: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 15:42:29.879334: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 15:42:29.879358: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 15:42:29.879382: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 15:42:29.879406: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:42:29.879819: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 15:42:29.879881: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:42:30.455155: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 15:42:30.455266: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 15:42:30.455284: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 15:42:30.456155: 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: 0000:02:00.0, 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%|          | 0/182 [00:00<?, ?it/s]2026-07-10 15:42:33.014452: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-07-10 15:42:33.015121: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2399955000 Hz
2026-07-10 15:42:34.080846: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:42:34.955020: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:42:34.974054: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:42:37.999811: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 15:42:38.221939: 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:   1%|          | 1/182 [00:37<1:51:44, 37.04s/it]
batch:   1%|          | 2/182 [00:38<47:58, 15.99s/it]  
batch:   2%|▏         | 3/182 [00:39<27:31,  9.23s/it]
batch:   2%|▏         | 4/182 [00:40<17:57,  6.06s/it]
batch:   3%|▎         | 5/182 [00:41<12:43,  4.32s/it]
batch:   3%|▎         | 6/182 [00:43<09:34,  3.26s/it]
batch:   4%|▍         | 7/182 [00:44<07:34,  2.60s/it]
batch:   4%|▍         | 8/182 [00:45<06:13,  2.14s/it]
batch:   5%|▍         | 9/182 [00:46<05:19,  1.85s/it]
batch:   5%|▌         | 10/182 [00:47<04:42,  1.64s/it]
batch:   6%|▌         | 11/182 [00:49<04:16,  1.50s/it]
batch:   7%|▋         | 12/182 [00:50<04:06,  1.45s/it]
batch:   7%|▋         | 13/182 [00:51<03:54,  1.39s/it]
batch:   8%|▊         | 14/182 [00:52<03:42,  1.32s/it]
batch:   8%|▊         | 15/182 [00:53<03:29,  1.25s/it]
batch:   9%|▉         | 16/182 [00:54<02:57,  1.07s/it]
batch:   9%|▉         | 17/182 [00:54<02:23,  1.15it/s]
batch:  10%|▉         | 18/182 [00:55<01:59,  1.37it/s]
batch:  10%|█         | 19/182 [00:55<01:42,  1.59it/s]
batch:  11%|█         | 20/182 [00:56<01:30,  1.80it/s]
batch:  12%|█▏        | 21/182 [00:56<01:20,  1.99it/s]
batch:  12%|█▏        | 22/182 [00:57<01:20,  1.98it/s]
batch:  13%|█▎        | 23/182 [00:57<01:14,  2.14it/s]
batch:  13%|█▎        | 24/182 [00:57<01:09,  2.26it/s]
batch:  14%|█▎        | 25/182 [00:58<01:06,  2.36it/s]
batch:  14%|█▍        | 26/182 [00:58<01:04,  2.43it/s]
batch:  15%|█▍        | 27/182 [00:58<01:02,  2.47it/s]
batch:  15%|█▌        | 28/182 [00:59<01:01,  2.52it/s]
batch:  16%|█▌        | 29/182 [00:59<01:00,  2.54it/s]
batch:  16%|█▋        | 30/182 [01:00<00:59,  2.56it/s]
batch:  17%|█▋        | 31/182 [01:00<00:58,  2.58it/s]
batch:  18%|█▊        | 32/182 [01:00<00:59,  2.53it/s]
batch:  18%|█▊        | 33/182 [01:01<01:00,  2.45it/s]
batch:  19%|█▊        | 34/182 [01:01<01:00,  2.47it/s]
batch:  19%|█▉        | 35/182 [01:02<00:58,  2.50it/s]
batch:  20%|█▉        | 36/182 [01:02<00:57,  2.53it/s]
batch:  20%|██        | 37/182 [01:02<00:57,  2.54it/s]
batch:  21%|██        | 38/182 [01:03<00:56,  2.56it/s]
batch:  21%|██▏       | 39/182 [01:03<00:55,  2.58it/s]
batch:  22%|██▏       | 40/182 [01:04<00:54,  2.59it/s]
batch:  23%|██▎       | 41/182 [01:04<00:54,  2.60it/s]
batch:  23%|██▎       | 42/182 [01:04<00:53,  2.61it/s]
batch:  24%|██▎       | 43/182 [01:05<01:03,  2.19it/s]
batch:  24%|██▍       | 44/182 [01:05<01:00,  2.28it/s]
batch:  25%|██▍       | 45/182 [01:06<00:58,  2.34it/s]
batch:  25%|██▌       | 46/182 [01:06<00:56,  2.39it/s]
batch:  26%|██▌       | 47/182 [01:07<00:55,  2.43it/s]
batch:  26%|██▋       | 48/182 [01:07<00:54,  2.47it/s]
batch:  27%|██▋       | 49/182 [01:07<00:52,  2.52it/s]
batch:  27%|██▋       | 50/182 [01:08<00:51,  2.55it/s]
batch:  28%|██▊       | 51/182 [01:08<00:51,  2.56it/s]
batch:  29%|██▊       | 52/182 [01:08<00:50,  2.58it/s]
batch:  29%|██▉       | 53/182 [01:09<00:49,  2.60it/s]
batch:  30%|██▉       | 54/182 [01:09<00:49,  2.61it/s]
batch:  30%|███       | 55/182 [01:10<00:48,  2.61it/s]
batch:  31%|███       | 56/182 [01:11<01:09,  1.81it/s]
batch:  31%|███▏      | 57/182 [01:11<01:03,  1.97it/s]
batch:  32%|███▏      | 58/182 [01:11<00:58,  2.12it/s]
batch:  32%|███▏      | 59/182 [01:12<00:54,  2.26it/s]
batch:  33%|███▎      | 60/182 [01:12<00:51,  2.36it/s]
batch:  34%|███▎      | 61/182 [01:12<00:49,  2.42it/s]
batch:  34%|███▍      | 62/182 [01:13<00:48,  2.47it/s]
batch:  35%|███▍      | 63/182 [01:13<00:47,  2.51it/s]
batch:  35%|███▌      | 64/182 [01:14<00:46,  2.55it/s]
batch:  36%|███▌      | 65/182 [01:14<00:45,  2.57it/s]
batch:  36%|███▋      | 66/182 [01:14<00:45,  2.58it/s]
batch:  37%|███▋      | 67/182 [01:15<00:45,  2.54it/s]
batch:  37%|███▋      | 68/182 [01:15<00:45,  2.52it/s]
batch:  38%|███▊      | 69/182 [01:17<01:30,  1.24it/s]
batch:  38%|███▊      | 70/182 [01:17<01:16,  1.46it/s]
batch:  39%|███▉      | 71/182 [01:18<01:05,  1.69it/s]
batch:  40%|███▉      | 72/182 [01:18<00:58,  1.89it/s]
batch:  40%|████      | 73/182 [01:18<00:52,  2.06it/s]
batch:  41%|████      | 74/182 [01:19<00:49,  2.20it/s]
batch:  41%|████      | 75/182 [01:19<00:46,  2.31it/s]
batch:  42%|████▏     | 76/182 [01:20<00:44,  2.38it/s]
batch:  42%|████▏     | 77/182 [01:20<00:42,  2.45it/s]
batch:  43%|████▎     | 78/182 [01:20<00:41,  2.49it/s]
batch:  43%|████▎     | 79/182 [01:21<00:40,  2.53it/s]
batch:  44%|████▍     | 80/182 [01:21<00:39,  2.56it/s]
batch:  45%|████▍     | 81/182 [01:22<00:40,  2.50it/s]
batch:  45%|████▌     | 82/182 [01:22<00:39,  2.51it/s]
batch:  46%|████▌     | 83/182 [01:22<00:39,  2.50it/s]
batch:  46%|████▌     | 84/182 [01:23<00:38,  2.56it/s]
batch:  47%|████▋     | 85/182 [01:23<00:37,  2.58it/s]
batch:  47%|████▋     | 86/182 [01:24<00:36,  2.62it/s]
batch:  48%|████▊     | 87/182 [01:24<00:36,  2.63it/s]
batch:  48%|████▊     | 88/182 [01:24<00:35,  2.65it/s]
batch:  49%|████▉     | 89/182 [01:25<00:34,  2.66it/s]
batch:  49%|████▉     | 90/182 [01:25<00:34,  2.66it/s]
batch:  50%|█████     | 91/182 [01:25<00:34,  2.67it/s]
batch:  51%|█████     | 92/182 [01:26<00:33,  2.66it/s]
batch:  51%|█████     | 93/182 [01:26<00:33,  2.68it/s]
batch:  52%|█████▏    | 94/182 [01:26<00:32,  2.68it/s]
batch:  52%|█████▏    | 95/182 [01:27<00:32,  2.67it/s]
batch:  53%|█████▎    | 96/182 [01:27<00:32,  2.68it/s]
batch:  53%|█████▎    | 97/182 [01:28<00:31,  2.68it/s]
batch:  54%|█████▍    | 98/182 [01:28<00:31,  2.69it/s]
batch:  54%|█████▍    | 99/182 [01:28<00:30,  2.69it/s]
batch:  55%|█████▍    | 100/182 [01:29<00:30,  2.69it/s]
batch:  55%|█████▌    | 101/182 [01:29<00:30,  2.69it/s]
batch:  56%|█████▌    | 102/182 [01:29<00:29,  2.68it/s]
batch:  57%|█████▋    | 103/182 [01:30<00:29,  2.68it/s]
batch:  57%|█████▋    | 104/182 [01:30<00:29,  2.68it/s]
batch:  58%|█████▊    | 105/182 [01:31<00:28,  2.67it/s]
batch:  58%|█████▊    | 106/182 [01:31<00:28,  2.67it/s]
batch:  59%|█████▉    | 107/182 [01:31<00:28,  2.67it/s]
batch:  59%|█████▉    | 108/182 [01:32<00:27,  2.67it/s]
batch:  60%|█████▉    | 109/182 [01:32<00:27,  2.67it/s]
batch:  60%|██████    | 110/182 [01:32<00:26,  2.68it/s]
batch:  61%|██████    | 111/182 [01:33<00:26,  2.68it/s]
batch:  62%|██████▏   | 112/182 [01:33<00:26,  2.66it/s]
batch:  62%|██████▏   | 113/182 [01:34<00:25,  2.67it/s]
batch:  63%|██████▎   | 114/182 [01:34<00:25,  2.67it/s]
batch:  63%|██████▎   | 115/182 [01:34<00:25,  2.67it/s]
batch:  64%|██████▎   | 116/182 [01:35<00:24,  2.67it/s]
batch:  64%|██████▍   | 117/182 [01:35<00:24,  2.68it/s]
batch:  65%|██████▍   | 118/182 [01:35<00:24,  2.61it/s]
batch:  65%|██████▌   | 119/182 [01:36<00:24,  2.56it/s]
batch:  66%|██████▌   | 120/182 [01:36<00:24,  2.55it/s]
batch:  66%|██████▋   | 121/182 [01:37<00:23,  2.58it/s]
batch:  67%|██████▋   | 122/182 [01:37<00:22,  2.62it/s]
batch:  68%|██████▊   | 123/182 [01:37<00:22,  2.64it/s]
batch:  68%|██████▊   | 124/182 [01:39<00:49,  1.16it/s]
batch:  69%|██████▊   | 125/182 [01:40<00:40,  1.40it/s]
batch:  69%|██████▉   | 126/182 [01:40<00:34,  1.64it/s]
batch:  70%|██████▉   | 127/182 [01:41<00:29,  1.86it/s]
batch:  70%|███████   | 128/182 [01:41<00:26,  2.05it/s]
batch:  71%|███████   | 129/182 [01:41<00:24,  2.20it/s]
batch:  71%|███████▏  | 130/182 [01:42<00:23,  2.24it/s]
batch:  72%|███████▏  | 131/182 [01:42<00:22,  2.26it/s]
batch:  73%|███████▎  | 132/182 [01:43<00:21,  2.31it/s]
batch:  73%|███████▎  | 133/182 [01:43<00:21,  2.33it/s]
batch:  74%|███████▎  | 134/182 [01:43<00:19,  2.40it/s]
batch:  74%|███████▍  | 135/182 [01:44<00:18,  2.48it/s]
batch:  75%|███████▍  | 136/182 [01:44<00:18,  2.53it/s]
batch:  75%|███████▌  | 137/182 [01:44<00:17,  2.57it/s]
batch:  76%|███████▌  | 138/182 [01:45<00:16,  2.60it/s]
batch:  76%|███████▋  | 139/182 [01:45<00:16,  2.63it/s]
batch:  77%|███████▋  | 140/182 [01:46<00:15,  2.65it/s]
batch:  77%|███████▋  | 141/182 [01:46<00:15,  2.65it/s]
batch:  78%|███████▊  | 142/182 [01:46<00:15,  2.65it/s]
batch:  79%|███████▊  | 143/182 [01:47<00:15,  2.54it/s]
batch:  79%|███████▉  | 144/182 [01:47<00:15,  2.50it/s]
batch:  80%|███████▉  | 145/182 [01:48<00:14,  2.51it/s]
batch:  80%|████████  | 146/182 [01:48<00:14,  2.55it/s]
batch:  81%|████████  | 147/182 [01:48<00:13,  2.59it/s]
batch:  81%|████████▏ | 148/182 [01:49<00:12,  2.62it/s]
batch:  82%|████████▏ | 149/182 [01:49<00:12,  2.64it/s]
batch:  82%|████████▏ | 150/182 [01:49<00:12,  2.63it/s]
batch:  83%|████████▎ | 151/182 [01:50<00:11,  2.65it/s]
batch:  84%|████████▎ | 152/182 [01:50<00:11,  2.66it/s]
batch:  84%|████████▍ | 153/182 [01:51<00:10,  2.66it/s]
batch:  85%|████████▍ | 154/182 [01:51<00:10,  2.66it/s]
batch:  85%|████████▌ | 155/182 [01:51<00:10,  2.67it/s]
batch:  86%|████████▌ | 156/182 [01:52<00:09,  2.66it/s]
batch:  86%|████████▋ | 157/182 [01:52<00:09,  2.67it/s]
batch:  87%|████████▋ | 158/182 [01:52<00:09,  2.66it/s]
batch:  87%|████████▋ | 159/182 [01:53<00:08,  2.66it/s]
batch:  88%|████████▊ | 160/182 [01:53<00:08,  2.66it/s]
batch:  88%|████████▊ | 161/182 [01:54<00:07,  2.67it/s]
batch:  89%|████████▉ | 162/182 [01:54<00:07,  2.68it/s]
batch:  90%|████████▉ | 163/182 [01:54<00:07,  2.68it/s]
batch:  90%|█████████ | 164/182 [01:55<00:06,  2.68it/s]
batch:  91%|█████████ | 165/182 [01:55<00:06,  2.68it/s]
batch:  91%|█████████ | 166/182 [01:55<00:05,  2.68it/s]
batch:  92%|█████████▏| 167/182 [01:56<00:05,  2.68it/s]
batch:  92%|█████████▏| 168/182 [01:56<00:05,  2.68it/s]
batch:  93%|█████████▎| 169/182 [01:57<00:04,  2.67it/s]
batch:  93%|█████████▎| 170/182 [01:57<00:04,  2.66it/s]
batch:  94%|█████████▍| 171/182 [01:57<00:04,  2.67it/s]
batch:  95%|█████████▍| 172/182 [01:58<00:03,  2.66it/s]
batch:  95%|█████████▌| 173/182 [01:58<00:03,  2.67it/s]
batch:  96%|█████████▌| 174/182 [01:58<00:02,  2.68it/s]
batch:  96%|█████████▌| 175/182 [01:59<00:02,  2.67it/s]
batch:  97%|█████████▋| 176/182 [01:59<00:02,  2.67it/s]
batch:  97%|█████████▋| 177/182 [02:00<00:01,  2.68it/s]
batch:  98%|█████████▊| 178/182 [02:00<00:01,  2.68it/s]
batch:  98%|█████████▊| 179/182 [02:00<00:01,  2.68it/s]
batch:  99%|█████████▉| 180/182 [02:01<00:00,  2.54it/s]
batch:  99%|█████████▉| 181/182 [02:01<00:00,  2.51it/s]
batch: 100%|██████████| 182/182 [02:01<00:00,  2.83it/s]
batch: 100%|██████████| 182/182 [02:01<00:00,  1.49it/s]

  0%|          | 0/11617 [00:00<?, ?it/s]
  0%|          | 53/11617 [00:00<00:22, 520.22it/s]
  1%|▏         | 146/11617 [00:00<00:15, 753.60it/s]
  2%|▏         | 246/11617 [00:00<00:13, 861.15it/s]
  3%|▎         | 347/11617 [00:00<00:12, 917.61it/s]
  4%|▍         | 447/11617 [00:00<00:11, 944.59it/s]
  5%|▍         | 546/11617 [00:00<00:11, 959.86it/s]
  6%|▌         | 645/11617 [00:00<00:11, 969.24it/s]
  6%|▋         | 743/11617 [00:00<00:11, 972.17it/s]
  7%|▋         | 844/11617 [00:00<00:10, 980.29it/s]
  8%|▊         | 944/11617 [00:01<00:10, 985.81it/s]
  9%|▉         | 1044/11617 [00:01<00:10, 989.27it/s]
 10%|▉         | 1144/11617 [00:01<00:10, 992.25it/s]
 11%|█         | 1244/11617 [00:01<00:10, 986.02it/s]
 12%|█▏        | 1343/11617 [00:01<00:10, 986.69it/s]
 12%|█▏        | 1444/11617 [00:01<00:10, 990.07it/s]
 13%|█▎        | 1544/11617 [00:01<00:10, 989.92it/s]
 14%|█▍        | 1643/11617 [00:01<00:10, 986.99it/s]
 15%|█▌        | 1744/11617 [00:01<00:09, 992.00it/s]
 16%|█▌        | 1844/11617 [00:01<00:09, 987.25it/s]
 17%|█▋        | 1943/11617 [00:02<00:09, 983.30it/s]
 18%|█▊        | 2043/11617 [00:02<00:09, 983.17it/s]
 18%|█▊        | 2143/11617 [00:02<00:09, 982.51it/s]
 19%|█▉        | 2242/11617 [00:02<00:09, 980.49it/s]
 20%|██        | 2341/11617 [00:02<00:09, 967.90it/s]
 21%|██        | 2438/11617 [00:02<00:10, 895.58it/s]
 22%|██▏       | 2529/11617 [00:02<00:10, 849.40it/s]
 23%|██▎       | 2615/11617 [00:02<00:10, 828.69it/s]
 23%|██▎       | 2699/11617 [00:02<00:11, 807.65it/s]
 24%|██▍       | 2781/11617 [00:02<00:10, 809.82it/s]
 25%|██▍       | 2866/11617 [00:03<00:10, 818.29it/s]
 25%|██▌       | 2949/11617 [00:03<00:10, 820.81it/s]
 26%|██▌       | 3032/11617 [00:03<00:10, 816.76it/s]
 27%|██▋       | 3119/11617 [00:03<00:10, 827.74it/s]
 28%|██▊       | 3207/11617 [00:03<00:09, 843.01it/s]
 28%|██▊       | 3299/11617 [00:03<00:09, 865.65it/s]
 29%|██▉       | 3395/11617 [00:03<00:09, 888.94it/s]
 30%|███       | 3494/11617 [00:03<00:08, 913.71it/s]
 31%|███       | 3590/11617 [00:03<00:08, 925.08it/s]
 32%|███▏      | 3687/11617 [00:04<00:08, 932.63it/s]
 33%|███▎      | 3784/11617 [00:04<00:08, 939.74it/s]
 33%|███▎      | 3880/11617 [00:04<00:08, 939.93it/s]
 34%|███▍      | 3978/11617 [00:04<00:08, 945.66it/s]
 35%|███▌      | 4073/11617 [00:04<00:07, 945.90it/s]
 36%|███▌      | 4168/11617 [00:04<00:07, 941.97it/s]
 37%|███▋      | 4264/11617 [00:04<00:07, 947.07it/s]
 38%|███▊      | 4361/11617 [00:04<00:07, 949.37it/s]
 38%|███▊      | 4457/11617 [00:04<00:07, 951.58it/s]
 39%|███▉      | 4553/11617 [00:04<00:07, 947.79it/s]
 40%|████      | 4648/11617 [00:05<00:07, 947.19it/s]
 41%|████      | 4743/11617 [00:05<00:07, 944.38it/s]
 42%|████▏     | 4838/11617 [00:05<00:07, 945.08it/s]
 42%|████▏     | 4933/11617 [00:05<00:07, 938.18it/s]
 43%|████▎     | 5029/11617 [00:05<00:06, 942.50it/s]
 44%|████▍     | 5124/11617 [00:05<00:06, 944.46it/s]
 45%|████▍     | 5219/11617 [00:05<00:06, 939.63it/s]
 46%|████▌     | 5313/11617 [00:05<00:06, 936.94it/s]
 47%|████▋     | 5408/11617 [00:05<00:06, 936.21it/s]
 47%|████▋     | 5502/11617 [00:05<00:06, 936.43it/s]
 48%|████▊     | 5596/11617 [00:06<00:06, 933.00it/s]
 49%|████▉     | 5690/11617 [00:06<00:06, 928.21it/s]
 50%|████▉     | 5786/11617 [00:06<00:06, 933.24it/s]
 51%|█████     | 5880/11617 [00:06<00:06, 935.17it/s]
 51%|█████▏    | 5974/11617 [00:06<00:06, 927.34it/s]
 52%|█████▏    | 6067/11617 [00:06<00:06, 921.81it/s]
 53%|█████▎    | 6160/11617 [00:06<00:05, 922.11it/s]
 54%|█████▍    | 6254/11617 [00:06<00:05, 925.45it/s]
 55%|█████▍    | 6348/11617 [00:06<00:05, 926.94it/s]
 55%|█████▌    | 6441/11617 [00:06<00:05, 927.08it/s]
 56%|█████▌    | 6534/11617 [00:07<00:05, 926.89it/s]
 57%|█████▋    | 6628/11617 [00:07<00:05, 930.30it/s]
 58%|█████▊    | 6722/11617 [00:07<00:05, 929.83it/s]
 59%|█████▊    | 6815/11617 [00:07<00:05, 923.91it/s]
 59%|█████▉    | 6908/11617 [00:07<00:05, 904.88it/s]
 60%|██████    | 6999/11617 [00:07<00:05, 851.24it/s]
 61%|██████    | 7085/11617 [00:07<00:05, 823.21it/s]
 62%|██████▏   | 7168/11617 [00:07<00:05, 808.30it/s]
 62%|██████▏   | 7250/11617 [00:07<00:05, 807.36it/s]
 63%|██████▎   | 7331/11617 [00:08<00:05, 800.48it/s]
 64%|██████▍   | 7412/11617 [00:08<00:05, 794.04it/s]
 64%|██████▍   | 7492/11617 [00:08<00:05, 795.69it/s]
 65%|██████▌   | 7582/11617 [00:08<00:04, 823.04it/s]
 66%|██████▌   | 7673/11617 [00:08<00:04, 847.03it/s]
 67%|██████▋   | 7764/11617 [00:08<00:04, 863.33it/s]
 68%|██████▊   | 7855/11617 [00:08<00:04, 876.17it/s]
 68%|██████▊   | 7946/11617 [00:08<00:04, 884.35it/s]
 69%|██████▉   | 8036/11617 [00:08<00:04, 887.63it/s]
 70%|██████▉   | 8128/11617 [00:08<00:03, 894.95it/s]
 71%|███████   | 8219/11617 [00:09<00:03, 895.07it/s]
 72%|███████▏  | 8309/11617 [00:09<00:03, 893.55it/s]
 72%|███████▏  | 8399/11617 [00:09<00:03, 893.58it/s]
 73%|███████▎  | 8489/11617 [00:09<00:03, 894.52it/s]
 74%|███████▍  | 8580/11617 [00:09<00:03, 898.20it/s]
 75%|███████▍  | 8670/11617 [00:09<00:03, 898.48it/s]
 75%|███████▌  | 8760/11617 [00:09<00:03, 894.37it/s]
 76%|███████▌  | 8852/11617 [00:09<00:03, 897.88it/s]
 77%|███████▋  | 8943/11617 [00:09<00:02, 900.16it/s]
 78%|███████▊  | 9034/11617 [00:09<00:02, 898.76it/s]
 79%|███████▊  | 9125/11617 [00:10<00:02, 898.24it/s]
 79%|███████▉  | 9216/11617 [00:10<00:02, 896.47it/s]
 80%|████████  | 9306/11617 [00:10<00:02, 895.08it/s]
 81%|████████  | 9396/11617 [00:10<00:02, 893.33it/s]
 82%|████████▏ | 9486/11617 [00:10<00:02, 894.77it/s]
 82%|████████▏ | 9576/11617 [00:10<00:02, 890.35it/s]
 83%|████████▎ | 9666/11617 [00:10<00:02, 888.82it/s]
 84%|████████▍ | 9758/11617 [00:10<00:02, 893.28it/s]
 85%|████████▍ | 9848/11617 [00:10<00:01, 892.98it/s]
 86%|████████▌ | 9938/11617 [00:10<00:01, 886.32it/s]
 86%|████████▋ | 10027/11617 [00:11<00:01, 876.92it/s]
 87%|████████▋ | 10115/11617 [00:11<00:01, 871.40it/s]
 88%|████████▊ | 10203/11617 [00:11<00:01, 856.87it/s]
 89%|████████▊ | 10289/11617 [00:11<00:01, 843.87it/s]
 89%|████████▉ | 10374/11617 [00:11<00:01, 831.69it/s]
 90%|█████████ | 10460/11617 [00:11<00:01, 837.08it/s]
 91%|█████████ | 10546/11617 [00:11<00:01, 843.47it/s]
 92%|█████████▏| 10633/11617 [00:11<00:01, 850.14it/s]
 92%|█████████▏| 10719/11617 [00:11<00:01, 852.17it/s]
 93%|█████████▎| 10805/11617 [00:11<00:00, 851.11it/s]
 94%|█████████▍| 10891/11617 [00:12<00:00, 849.01it/s]
 94%|█████████▍| 10978/11617 [00:12<00:00, 849.68it/s]
 95%|█████████▌| 11065/11617 [00:12<00:00, 854.76it/s]
 96%|█████████▌| 11151/11617 [00:12<00:00, 853.57it/s]
 97%|█████████▋| 11237/11617 [00:12<00:00, 853.31it/s]
 97%|█████████▋| 11323/11617 [00:12<00:00, 853.86it/s]
 98%|█████████▊| 11411/11617 [00:12<00:00, 856.20it/s]
 99%|█████████▉| 11497/11617 [00:12<00:00, 850.24it/s]
100%|█████████▉| 11583/11617 [00:12<00:00, 851.25it/s]
100%|██████████| 11617/11617 [00:12<00:00, 898.71it/s]

  0%|          | 0/11617 [00:00<?, ?it/s]
  1%|          | 66/11617 [00:00<00:17, 650.04it/s]
  1%|▏         | 163/11617 [00:00<00:13, 833.07it/s]
  2%|▏         | 262/11617 [00:00<00:12, 903.57it/s]
  3%|▎         | 361/11617 [00:00<00:12, 933.33it/s]
  4%|▍         | 461/11617 [00:00<00:11, 955.19it/s]
  5%|▍         | 559/11617 [00:00<00:11, 960.41it/s]
  6%|▌         | 658/11617 [00:00<00:11, 969.30it/s]
  7%|▋         | 757/11617 [00:00<00:11, 975.82it/s]
  7%|▋         | 855/11617 [00:00<00:11, 974.30it/s]
  8%|▊         | 955/11617 [00:01<00:10, 981.22it/s]
  9%|▉         | 1055/11617 [00:01<00:10, 986.32it/s]
 10%|▉         | 1155/11617 [00:01<00:10, 989.80it/s]
 11%|█         | 1254/11617 [00:01<00:10, 986.01it/s]
 12%|█▏        | 1353/11617 [00:01<00:10, 984.00it/s]
 13%|█▎        | 1453/11617 [00:01<00:10, 986.75it/s]
 13%|█▎        | 1553/11617 [00:01<00:10, 987.07it/s]
 14%|█▍        | 1652/11617 [00:01<00:10, 983.29it/s]
 15%|█▌        | 1752/11617 [00:01<00:09, 987.83it/s]
 16%|█▌        | 1852/11617 [00:01<00:09, 985.85it/s]
 17%|█▋        | 1951/11617 [00:02<00:09, 978.87it/s]
 18%|█▊        | 2052/11617 [00:02<00:09, 982.17it/s]
 19%|█▊        | 2151/11617 [00:02<00:09, 976.61it/s]
 19%|█▉        | 2252/11617 [00:02<00:09, 985.72it/s]
 20%|██        | 2351/11617 [00:02<00:14, 646.09it/s]
 21%|██        | 2450/11617 [00:02<00:12, 718.62it/s]
 22%|██▏       | 2548/11617 [00:02<00:11, 779.89it/s]
 23%|██▎       | 2644/11617 [00:02<00:10, 825.23it/s]
 24%|██▎       | 2740/11617 [00:03<00:10, 860.39it/s]
 24%|██▍       | 2838/11617 [00:03<00:09, 889.80it/s]
 25%|██▌       | 2936/11617 [00:03<00:09, 914.86it/s]
 26%|██▌       | 3032/11617 [00:03<00:09, 923.50it/s]
 27%|██▋       | 3129/11617 [00:03<00:09, 936.61it/s]
 28%|██▊       | 3225/11617 [00:03<00:08, 941.35it/s]
 29%|██▊       | 3321/11617 [00:03<00:08, 943.94it/s]
 29%|██▉       | 3417/11617 [00:03<00:08, 947.56it/s]
 30%|███       | 3513/11617 [00:03<00:08, 948.55it/s]
 31%|███       | 3609/11617 [00:03<00:08, 950.20it/s]
 32%|███▏      | 3706/11617 [00:04<00:08, 950.32it/s]
 33%|███▎      | 3803/11617 [00:04<00:08, 954.32it/s]
 34%|███▎      | 3901/11617 [00:04<00:08, 955.99it/s]
 34%|███▍      | 3998/11617 [00:04<00:07, 953.62it/s]
 35%|███▌      | 4094/11617 [00:04<00:07, 949.31it/s]
 36%|███▌      | 4190/11617 [00:04<00:07, 946.39it/s]
 37%|███▋      | 4285/11617 [00:04<00:08, 905.79it/s]
 38%|███▊      | 4376/11617 [00:04<00:08, 865.67it/s]
 38%|███▊      | 4464/11617 [00:04<00:08, 857.01it/s]
 39%|███▉      | 4553/11617 [00:04<00:08, 861.75it/s]
 40%|███▉      | 4640/11617 [00:05<00:08, 863.38it/s]
 41%|████      | 4728/11617 [00:05<00:07, 864.21it/s]
 41%|████▏     | 4818/11617 [00:05<00:07, 873.56it/s]
 42%|████▏     | 4911/11617 [00:05<00:07, 885.15it/s]
 43%|████▎     | 5003/11617 [00:05<00:07, 892.86it/s]
 44%|████▍     | 5095/11617 [00:05<00:07, 899.79it/s]
 45%|████▍     | 5189/11617 [00:05<00:07, 911.53it/s]
 45%|████▌     | 5284/11617 [00:05<00:06, 919.41it/s]
 46%|████▋     | 5380/11617 [00:05<00:06, 926.88it/s]
 47%|████▋     | 5475/11617 [00:05<00:06, 933.28it/s]
 48%|████▊     | 5569/11617 [00:06<00:06, 926.43it/s]
 49%|████▊     | 5663/11617 [00:06<00:06, 930.05it/s]
 50%|████▉     | 5758/11617 [00:06<00:06, 933.64it/s]
 50%|█████     | 5853/11617 [00:06<00:06, 932.24it/s]
 51%|█████     | 5947/11617 [00:06<00:06, 931.60it/s]
 52%|█████▏    | 6043/11617 [00:06<00:05, 935.25it/s]
 53%|█████▎    | 6138/11617 [00:06<00:05, 935.34it/s]
 54%|█████▎    | 6232/11617 [00:06<00:05, 930.25it/s]
 54%|█████▍    | 6326/11617 [00:06<00:05, 929.93it/s]
 55%|█████▌    | 6419/11617 [00:06<00:05, 929.46it/s]
 56%|█████▌    | 6512/11617 [00:07<00:05, 927.65it/s]
 57%|█████▋    | 6607/11617 [00:07<00:05, 928.38it/s]
 58%|█████▊    | 6701/11617 [00:07<00:05, 929.05it/s]
 58%|█████▊    | 6794/11617 [00:07<00:05, 925.74it/s]
 59%|█████▉    | 6887/11617 [00:07<00:05, 921.73it/s]
 60%|██████    | 6981/11617 [00:07<00:05, 926.63it/s]
 61%|██████    | 7075/11617 [00:07<00:04, 925.15it/s]
 62%|██████▏   | 7168/11617 [00:07<00:04, 924.06it/s]
 63%|██████▎   | 7261/11617 [00:07<00:04, 925.82it/s]
 63%|██████▎   | 7354/11617 [00:07<00:04, 921.99it/s]
 64%|██████▍   | 7447/11617 [00:08<00:04, 914.89it/s]
 65%|██████▍   | 7539/11617 [00:08<00:04, 910.45it/s]
 66%|██████▌   | 7631/11617 [00:08<00:04, 911.75it/s]
 66%|██████▋   | 7723/11617 [00:08<00:04, 907.79it/s]
 67%|██████▋   | 7814/11617 [00:08<00:04, 907.73it/s]
 68%|██████▊   | 7905/11617 [00:08<00:04, 907.39it/s]
 69%|██████▉   | 7997/11617 [00:08<00:03, 905.26it/s]
 70%|██████▉   | 8089/11617 [00:08<00:03, 908.52it/s]
 70%|███████   | 8181/11617 [00:08<00:03, 908.47it/s]
 71%|███████   | 8272/11617 [00:09<00:03, 906.47it/s]
 72%|███████▏  | 8363/11617 [00:09<00:03, 904.75it/s]
 73%|███████▎  | 8454/11617 [00:09<00:03, 905.80it/s]
 74%|███████▎  | 8545/11617 [00:09<00:03, 904.85it/s]
 74%|███████▍  | 8636/11617 [00:09<00:03, 905.74it/s]
 75%|███████▌  | 8727/11617 [00:09<00:03, 901.62it/s]
 76%|███████▌  | 8818/11617 [00:09<00:03, 874.14it/s]
 77%|███████▋  | 8906/11617 [00:09<00:03, 854.68it/s]
 77%|███████▋  | 8992/11617 [00:09<00:03, 841.10it/s]
 78%|███████▊  | 9080/11617 [00:09<00:02, 848.58it/s]
 79%|███████▉  | 9172/11617 [00:10<00:02, 865.01it/s]
 80%|███████▉  | 9262/11617 [00:10<00:02, 874.63it/s]
 81%|████████  | 9352/11617 [00:10<00:02, 877.96it/s]
 81%|████████▏ | 9444/11617 [00:10<00:02, 886.22it/s]
 82%|████████▏ | 9533/11617 [00:10<00:02, 886.80it/s]
 83%|████████▎ | 9622/11617 [00:10<00:02, 883.28it/s]
 84%|████████▎ | 9713/11617 [00:10<00:02, 887.15it/s]
 84%|████████▍ | 9805/11617 [00:10<00:02, 892.99it/s]
 85%|████████▌ | 9895/11617 [00:10<00:01, 888.01it/s]
 86%|████████▌ | 9984/11617 [00:10<00:01, 881.69it/s]
 87%|████████▋ | 10073/11617 [00:11<00:01, 874.92it/s]
 87%|████████▋ | 10161/11617 [00:11<00:01, 866.84it/s]
 88%|████████▊ | 10248/11617 [00:11<00:01, 862.71it/s]
 89%|████████▉ | 10336/11617 [00:11<00:01, 864.13it/s]
 90%|████████▉ | 10424/11617 [00:11<00:01, 866.07it/s]
 90%|█████████ | 10511/11617 [00:11<00:01, 866.45it/s]
 91%|█████████ | 10598/11617 [00:11<00:01, 860.16it/s]
 92%|█████████▏| 10685/11617 [00:11<00:01, 861.82it/s]
 93%|█████████▎| 10772/11617 [00:11<00:00, 860.19it/s]
 93%|█████████▎| 10859/11617 [00:11<00:00, 852.34it/s]
 94%|█████████▍| 10945/11617 [00:12<00:00, 853.54it/s]
 95%|█████████▍| 11031/11617 [00:12<00:00, 855.38it/s]
 96%|█████████▌| 11118/11617 [00:12<00:00, 858.96it/s]
 96%|█████████▋| 11204/11617 [00:12<00:00, 856.71it/s]
 97%|█████████▋| 11291/11617 [00:12<00:00, 859.53it/s]
 98%|█████████▊| 11377/11617 [00:12<00:00, 857.47it/s]
 99%|█████████▊| 11463/11617 [00:12<00:00, 852.00it/s]
 99%|█████████▉| 11549/11617 [00:12<00:00, 851.03it/s]
100%|██████████| 11617/11617 [00:12<00:00, 902.79it/s]
2026-07-10 15:45:24.307612: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:45:32.394747: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 15:45:32.395868: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 15:45:32.415912: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 15:45:32.416036: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:45:32.421805: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:45:32.421878: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:45:32.424465: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 15:45:32.426118: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 15:45:32.430178: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 15:45:32.432282: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 15:45:32.433775: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:45:32.434285: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 15:45:32.434682: 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.
2026-07-10 15:45:32.434796: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 15:45:32.435059: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 15:45:32.435107: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:45:32.435142: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:45:32.435175: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:45:32.435206: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 15:45:32.435238: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 15:45:32.435269: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 15:45:32.435300: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 15:45:32.435332: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:45:32.435768: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 15:45:32.435825: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:45:32.951787: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 15:45:32.951900: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 15:45:32.951919: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 15:45:32.952811: 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: 0000:02:00.0, compute capability: 6.1)
2026-07-10 15:45:33.012496: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:196] None of the MLIR optimization passes are enabled (registered 0 passes)
2026-07-10 15:45:33.029482: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2399955000 Hz
2026-07-10 15:45:45.043008: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:45:45.273998: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:45:45.278889: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:45:46.163380: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 15:45:46.265626: 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)