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 03:36:38.655706: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 03:51:38.501601: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 03:51:38.504448: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-05-11 03:51:39.199904: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0
coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.14GiB deviceMemoryBandwidth: 1.85TiB/s
2026-05-11 03:51:39.199962: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 03:51:39.390148: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 03:51:39.390264: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 03:51:39.415107: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 03:51:39.813827: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 03:51:41.748584: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 03:51:42.243179: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 03:51:42.481587: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 03:51:42.515267: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 03:51:42.515750: 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 03:51:42.515912: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 03:51:42.522812: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0
coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.14GiB deviceMemoryBandwidth: 1.85TiB/s
2026-05-11 03:51:42.522865: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 03:51:42.522899: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 03:51:42.522923: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 03:51:42.522948: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 03:51:42.522973: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 03:51:42.522994: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 03:51:42.523018: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 03:51:42.523058: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 03:51:42.574876: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 03:51:42.575023: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 03:51:45.555750: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-05-11 03:51:45.555816: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-05-11 03:51:45.555831: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-05-11 03:51:45.561136: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75642 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:c0:00.0, compute capability: 8.0)
2026-05-11 03:51:49.738857: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-05-11 03:51:49.739368: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450225000 Hz
2026-05-11 03:51:55.844737: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 03:51:59.494428: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 03:51:59.513751: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 03:53:10.747268: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-05-11 03:53:10.886611: 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.
2026-05-11 03:54:45.377826: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be 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 04:13:10.723646: 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 04:14:43.168479: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:18:17.856346: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 04:18:17.861646: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-05-11 04:18:18.117488: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0
coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.14GiB deviceMemoryBandwidth: 1.85TiB/s
2026-05-11 04:18:18.117634: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:18:18.154049: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:18:18.154153: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:18:18.173310: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 04:18:18.190154: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 04:18:18.209743: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 04:18:18.226671: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 04:18:18.244067: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:18:18.250672: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 04:18:18.251140: 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 04:18:18.251408: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 04:18:18.253960: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0
coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.14GiB deviceMemoryBandwidth: 1.85TiB/s
2026-05-11 04:18:18.254055: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:18:18.254105: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:18:18.254142: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:18:18.254175: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 04:18:18.254205: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 04:18:18.254235: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 04:18:18.254265: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 04:18:18.254295: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:18:18.259083: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 04:18:18.259121: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:18:18.728087: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-05-11 04:18:18.728235: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-05-11 04:18:18.728249: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-05-11 04:18:18.732106: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75642 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:c0:00.0, compute capability: 8.0)
/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%|          | 0/202 [00:00<?, ?it/s]2026-05-11 04:18:20.809026: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-05-11 04:18:20.809622: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450225000 Hz
2026-05-11 04:18:21.174904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:18:21.626400: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:18:21.628131: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:18:23.183191: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-05-11 04:18:23.311901: 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%|          | 1/202 [01:51<6:13:28, 111.48s/it]batch:   1%|          | 2/202 [01:51<2:33:32, 46.06s/it] batch:   1%|▏         | 3/202 [01:52<1:23:25, 25.15s/it]batch:   2%|▏         | 4/202 [01:52<50:35, 15.33s/it]  batch:   2%|▏         | 5/202 [01:52<32:29,  9.90s/it]batch:   3%|▎         | 6/202 [01:52<21:37,  6.62s/it]batch:   3%|▎         | 7/202 [01:53<14:45,  4.54s/it]batch:   4%|▍         | 8/202 [01:53<10:17,  3.18s/it]batch:   4%|▍         | 9/202 [01:53<07:18,  2.27s/it]batch:   5%|▍         | 10/202 [01:53<05:16,  1.65s/it]batch:   5%|▌         | 11/202 [01:54<03:54,  1.23s/it]batch:   6%|▌         | 12/202 [01:54<02:57,  1.07it/s]batch:   6%|▋         | 13/202 [01:54<02:18,  1.37it/s]batch:   7%|▋         | 14/202 [01:54<01:50,  1.70it/s]batch:   7%|▋         | 15/202 [01:55<01:31,  2.04it/s]batch:   8%|▊         | 16/202 [01:55<01:18,  2.36it/s]batch:   8%|▊         | 17/202 [01:55<01:09,  2.67it/s]batch:   9%|▉         | 18/202 [01:55<01:02,  2.93it/s]batch:   9%|▉         | 19/202 [01:56<00:58,  3.14it/s]batch:  10%|▉         | 20/202 [01:56<00:55,  3.29it/s]batch:  10%|█         | 21/202 [01:56<00:52,  3.43it/s]batch:  11%|█         | 22/202 [01:57<00:50,  3.53it/s]batch:  11%|█▏        | 23/202 [01:57<00:49,  3.60it/s]batch:  12%|█▏        | 24/202 [01:57<00:48,  3.66it/s]batch:  12%|█▏        | 25/202 [01:57<00:48,  3.68it/s]batch:  13%|█▎        | 26/202 [01:58<00:47,  3.73it/s]batch:  13%|█▎        | 27/202 [01:58<00:46,  3.74it/s]batch:  14%|█▍        | 28/202 [01:58<00:46,  3.76it/s]batch:  14%|█▍        | 29/202 [01:58<00:45,  3.78it/s]batch:  15%|█▍        | 30/202 [01:59<00:45,  3.80it/s]batch:  15%|█▌        | 31/202 [01:59<00:45,  3.80it/s]batch:  16%|█▌        | 32/202 [01:59<00:45,  3.77it/s]batch:  16%|█▋        | 33/202 [01:59<00:44,  3.77it/s]batch:  17%|█▋        | 34/202 [02:00<00:44,  3.77it/s]batch:  17%|█▋        | 35/202 [02:00<00:44,  3.78it/s]batch:  18%|█▊        | 36/202 [02:00<00:44,  3.75it/s]batch:  18%|█▊        | 37/202 [02:01<00:44,  3.73it/s]batch:  19%|█▉        | 38/202 [02:01<00:43,  3.75it/s]batch:  19%|█▉        | 39/202 [02:01<00:43,  3.75it/s]batch:  20%|█▉        | 40/202 [02:01<00:42,  3.78it/s]batch:  20%|██        | 41/202 [02:02<00:42,  3.77it/s]batch:  21%|██        | 42/202 [02:02<00:42,  3.77it/s]batch:  21%|██▏       | 43/202 [02:02<00:42,  3.78it/s]batch:  22%|██▏       | 44/202 [02:02<00:41,  3.77it/s]batch:  22%|██▏       | 45/202 [02:03<00:41,  3.77it/s]batch:  23%|██▎       | 46/202 [02:03<00:41,  3.76it/s]batch:  23%|██▎       | 47/202 [02:03<00:41,  3.77it/s]batch:  24%|██▍       | 48/202 [02:03<00:40,  3.77it/s]batch:  24%|██▍       | 49/202 [02:04<00:40,  3.75it/s]batch:  25%|██▍       | 50/202 [02:04<00:40,  3.74it/s]batch:  25%|██▌       | 51/202 [02:04<00:40,  3.76it/s]batch:  26%|██▌       | 52/202 [02:05<00:39,  3.77it/s]batch:  26%|██▌       | 53/202 [02:05<00:39,  3.78it/s]batch:  27%|██▋       | 54/202 [02:05<00:39,  3.79it/s]batch:  27%|██▋       | 55/202 [02:05<00:38,  3.81it/s]batch:  28%|██▊       | 56/202 [02:06<00:38,  3.81it/s]batch:  28%|██▊       | 57/202 [02:06<00:38,  3.78it/s]batch:  29%|██▊       | 58/202 [02:06<00:38,  3.78it/s]batch:  29%|██▉       | 59/202 [02:06<00:37,  3.79it/s]batch:  30%|██▉       | 60/202 [02:07<00:37,  3.79it/s]batch:  30%|███       | 61/202 [02:07<00:37,  3.79it/s]batch:  31%|███       | 62/202 [02:07<00:36,  3.79it/s]batch:  31%|███       | 63/202 [02:07<00:36,  3.78it/s]batch:  32%|███▏      | 64/202 [02:08<00:36,  3.79it/s]batch:  32%|███▏      | 65/202 [02:08<00:36,  3.78it/s]batch:  33%|███▎      | 66/202 [02:08<00:40,  3.38it/s]batch:  33%|███▎      | 67/202 [02:09<00:38,  3.49it/s]batch:  34%|███▎      | 68/202 [02:09<00:37,  3.58it/s]batch:  34%|███▍      | 69/202 [02:09<00:36,  3.64it/s]batch:  35%|███▍      | 70/202 [02:09<00:35,  3.69it/s]batch:  35%|███▌      | 71/202 [02:10<00:35,  3.73it/s]batch:  36%|███▌      | 72/202 [02:10<00:34,  3.75it/s]batch:  36%|███▌      | 73/202 [02:10<00:34,  3.76it/s]batch:  37%|███▋      | 74/202 [02:10<00:33,  3.78it/s]batch:  37%|███▋      | 75/202 [02:11<00:33,  3.80it/s]batch:  38%|███▊      | 76/202 [02:11<00:33,  3.80it/s]batch:  38%|███▊      | 77/202 [02:11<00:32,  3.80it/s]batch:  39%|███▊      | 78/202 [02:11<00:32,  3.79it/s]batch:  39%|███▉      | 79/202 [02:12<00:32,  3.80it/s]batch:  40%|███▉      | 80/202 [02:12<00:31,  3.82it/s]batch:  40%|████      | 81/202 [02:12<00:31,  3.80it/s]batch:  41%|████      | 82/202 [02:13<00:31,  3.83it/s]batch:  41%|████      | 83/202 [02:13<00:30,  3.84it/s]batch:  42%|████▏     | 84/202 [02:13<00:30,  3.84it/s]batch:  42%|████▏     | 85/202 [02:13<00:30,  3.85it/s]batch:  43%|████▎     | 86/202 [02:14<00:30,  3.84it/s]batch:  43%|████▎     | 87/202 [02:14<00:29,  3.85it/s]batch:  44%|████▎     | 88/202 [02:14<00:29,  3.83it/s]batch:  44%|████▍     | 89/202 [02:14<00:29,  3.83it/s]batch:  45%|████▍     | 90/202 [02:15<00:29,  3.83it/s]batch:  45%|████▌     | 91/202 [02:15<00:28,  3.83it/s]batch:  46%|████▌     | 92/202 [02:15<00:28,  3.85it/s]batch:  46%|████▌     | 93/202 [02:15<00:28,  3.84it/s]batch:  47%|████▋     | 94/202 [02:16<00:28,  3.83it/s]batch:  47%|████▋     | 95/202 [02:16<00:27,  3.83it/s]batch:  48%|████▊     | 96/202 [02:16<00:27,  3.84it/s]batch:  48%|████▊     | 97/202 [02:16<00:27,  3.84it/s]batch:  49%|████▊     | 98/202 [02:17<00:27,  3.84it/s]batch:  49%|████▉     | 99/202 [02:17<00:26,  3.85it/s]batch:  50%|████▉     | 100/202 [02:17<00:26,  3.84it/s]batch:  50%|█████     | 101/202 [02:17<00:26,  3.84it/s]batch:  50%|█████     | 102/202 [02:18<00:25,  3.85it/s]batch:  51%|█████     | 103/202 [02:18<00:25,  3.86it/s]batch:  51%|█████▏    | 104/202 [02:18<00:25,  3.87it/s]batch:  52%|█████▏    | 105/202 [02:18<00:25,  3.84it/s]batch:  52%|█████▏    | 106/202 [02:19<00:25,  3.83it/s]batch:  53%|█████▎    | 107/202 [02:19<00:24,  3.83it/s]batch:  53%|█████▎    | 108/202 [02:19<00:24,  3.83it/s]batch:  54%|█████▍    | 109/202 [02:20<00:24,  3.84it/s]batch:  54%|█████▍    | 110/202 [02:20<00:24,  3.82it/s]batch:  55%|█████▍    | 111/202 [02:20<00:23,  3.83it/s]batch:  55%|█████▌    | 112/202 [02:20<00:23,  3.82it/s]batch:  56%|█████▌    | 113/202 [02:21<00:23,  3.82it/s]batch:  56%|█████▋    | 114/202 [02:21<00:23,  3.82it/s]batch:  57%|█████▋    | 115/202 [02:21<00:22,  3.80it/s]batch:  57%|█████▋    | 116/202 [02:21<00:22,  3.82it/s]batch:  58%|█████▊    | 117/202 [02:22<00:22,  3.79it/s]batch:  58%|█████▊    | 118/202 [02:22<00:22,  3.80it/s]batch:  59%|█████▉    | 119/202 [02:22<00:21,  3.79it/s]batch:  59%|█████▉    | 120/202 [02:22<00:21,  3.78it/s]batch:  60%|█████▉    | 121/202 [02:23<00:21,  3.79it/s]batch:  60%|██████    | 122/202 [02:23<00:21,  3.79it/s]batch:  61%|██████    | 123/202 [02:23<00:20,  3.77it/s]batch:  61%|██████▏   | 124/202 [02:23<00:20,  3.77it/s]batch:  62%|██████▏   | 125/202 [02:24<00:20,  3.78it/s]batch:  62%|██████▏   | 126/202 [02:24<00:20,  3.78it/s]batch:  63%|██████▎   | 127/202 [02:24<00:19,  3.76it/s]batch:  63%|██████▎   | 128/202 [02:25<00:19,  3.77it/s]batch:  64%|██████▍   | 129/202 [02:25<00:19,  3.77it/s]batch:  64%|██████▍   | 130/202 [02:25<00:19,  3.77it/s]batch:  65%|██████▍   | 131/202 [02:25<00:18,  3.79it/s]batch:  65%|██████▌   | 132/202 [02:26<00:18,  3.76it/s]batch:  66%|██████▌   | 133/202 [02:26<00:18,  3.77it/s]batch:  66%|██████▋   | 134/202 [02:26<00:18,  3.78it/s]batch:  67%|██████▋   | 135/202 [02:26<00:17,  3.77it/s]batch:  67%|██████▋   | 136/202 [02:27<00:17,  3.77it/s]batch:  68%|██████▊   | 137/202 [02:27<00:17,  3.79it/s]batch:  68%|██████▊   | 138/202 [02:27<00:16,  3.78it/s]batch:  69%|██████▉   | 139/202 [02:27<00:16,  3.81it/s]batch:  69%|██████▉   | 140/202 [02:28<00:16,  3.82it/s]batch:  70%|██████▉   | 141/202 [02:28<00:15,  3.83it/s]batch:  70%|███████   | 142/202 [02:28<00:15,  3.81it/s]batch:  71%|███████   | 143/202 [02:28<00:15,  3.83it/s]batch:  71%|███████▏  | 144/202 [02:29<00:15,  3.82it/s]batch:  72%|███████▏  | 145/202 [02:29<00:14,  3.82it/s]batch:  72%|███████▏  | 146/202 [02:29<00:14,  3.80it/s]batch:  73%|███████▎  | 147/202 [02:30<00:14,  3.81it/s]batch:  73%|███████▎  | 148/202 [02:30<00:14,  3.82it/s]batch:  74%|███████▍  | 149/202 [02:30<00:13,  3.82it/s]batch:  74%|███████▍  | 150/202 [02:30<00:13,  3.83it/s]batch:  75%|███████▍  | 151/202 [02:31<00:13,  3.80it/s]batch:  75%|███████▌  | 152/202 [02:31<00:13,  3.80it/s]batch:  76%|███████▌  | 153/202 [02:31<00:12,  3.80it/s]batch:  76%|███████▌  | 154/202 [02:31<00:12,  3.80it/s]batch:  77%|███████▋  | 155/202 [02:32<00:12,  3.81it/s]batch:  77%|███████▋  | 156/202 [02:32<00:12,  3.80it/s]batch:  78%|███████▊  | 157/202 [02:32<00:11,  3.80it/s]batch:  78%|███████▊  | 158/202 [02:32<00:11,  3.80it/s]batch:  79%|███████▊  | 159/202 [02:33<00:11,  3.77it/s]batch:  79%|███████▉  | 160/202 [02:33<00:11,  3.77it/s]batch:  80%|███████▉  | 161/202 [02:33<00:10,  3.73it/s]batch:  80%|████████  | 162/202 [02:34<00:10,  3.74it/s]batch:  81%|████████  | 163/202 [02:34<00:10,  3.76it/s]batch:  81%|████████  | 164/202 [02:34<00:10,  3.74it/s]batch:  82%|████████▏ | 165/202 [02:34<00:09,  3.75it/s]batch:  82%|████████▏ | 166/202 [02:35<00:09,  3.76it/s]batch:  83%|████████▎ | 167/202 [02:35<00:09,  3.79it/s]batch:  83%|████████▎ | 168/202 [02:35<00:08,  3.78it/s]batch:  84%|████████▎ | 169/202 [02:35<00:08,  3.79it/s]batch:  84%|████████▍ | 170/202 [02:36<00:08,  3.80it/s]batch:  85%|████████▍ | 171/202 [02:36<00:08,  3.80it/s]batch:  85%|████████▌ | 172/202 [02:36<00:07,  3.81it/s]batch:  86%|████████▌ | 173/202 [02:36<00:07,  3.79it/s]batch:  86%|████████▌ | 174/202 [02:37<00:07,  3.81it/s]batch:  87%|████████▋ | 175/202 [02:37<00:07,  3.81it/s]batch:  87%|████████▋ | 176/202 [02:37<00:06,  3.84it/s]batch:  88%|████████▊ | 177/202 [02:37<00:06,  3.84it/s]batch:  88%|████████▊ | 178/202 [02:38<00:06,  3.83it/s]batch:  89%|████████▊ | 179/202 [02:38<00:05,  3.85it/s]batch:  89%|████████▉ | 180/202 [02:38<00:05,  3.83it/s]batch:  90%|████████▉ | 181/202 [02:39<00:05,  3.81it/s]batch:  90%|█████████ | 182/202 [02:39<00:05,  3.81it/s]batch:  91%|█████████ | 183/202 [02:39<00:05,  3.79it/s]batch:  91%|█████████ | 184/202 [02:39<00:04,  3.79it/s]batch:  92%|█████████▏| 185/202 [02:40<00:04,  3.77it/s]batch:  92%|█████████▏| 186/202 [02:40<00:04,  3.79it/s]batch:  93%|█████████▎| 187/202 [02:40<00:03,  3.79it/s]batch:  93%|█████████▎| 188/202 [02:40<00:03,  3.81it/s]batch:  94%|█████████▎| 189/202 [02:41<00:03,  3.82it/s]batch:  94%|█████████▍| 190/202 [02:41<00:03,  3.80it/s]batch:  95%|█████████▍| 191/202 [02:41<00:02,  3.82it/s]batch:  95%|█████████▌| 192/202 [02:41<00:02,  3.81it/s]batch:  96%|█████████▌| 193/202 [02:42<00:02,  3.81it/s]batch:  96%|█████████▌| 194/202 [02:42<00:02,  3.81it/s]batch:  97%|█████████▋| 195/202 [02:42<00:01,  3.77it/s]batch:  97%|█████████▋| 196/202 [02:42<00:01,  3.78it/s]batch:  98%|█████████▊| 197/202 [02:43<00:01,  3.80it/s]batch:  98%|█████████▊| 198/202 [02:43<00:01,  3.82it/s]batch:  99%|█████████▊| 199/202 [02:43<00:00,  3.81it/s]batch:  99%|█████████▉| 200/202 [02:44<00:00,  3.81it/s]batch: 100%|█████████▉| 201/202 [02:44<00:00,  3.86it/s]batch: 100%|██████████| 202/202 [02:44<00:00,  1.23it/s]
  0%|          | 0/12861 [00:00<?, ?it/s]  1%|          | 115/12861 [00:00<00:11, 1139.33it/s]  2%|▏         | 231/12861 [00:00<00:11, 1141.07it/s]  3%|▎         | 350/12861 [00:00<00:10, 1153.78it/s]  4%|▎         | 471/12861 [00:00<00:10, 1170.91it/s]  5%|▍         | 589/12861 [00:00<00:10, 1172.01it/s]  6%|▌         | 713/12861 [00:00<00:10, 1192.97it/s]  7%|▋         | 838/12861 [00:00<00:09, 1210.72it/s]  7%|▋         | 960/12861 [00:00<00:10, 1144.23it/s]  8%|▊         | 1077/12861 [00:00<00:10, 1147.39it/s]  9%|▉         | 1194/12861 [00:01<00:10, 1150.66it/s] 10%|█         | 1312/12861 [00:01<00:09, 1158.87it/s] 11%|█         | 1429/12861 [00:01<00:09, 1158.28it/s] 12%|█▏        | 1546/12861 [00:01<00:09, 1156.39it/s] 13%|█▎        | 1668/12861 [00:01<00:09, 1171.12it/s] 14%|█▍        | 1788/12861 [00:01<00:09, 1173.27it/s] 15%|█▍        | 1906/12861 [00:01<00:09, 1169.75it/s] 16%|█▌        | 2029/12861 [00:01<00:09, 1187.19it/s] 17%|█▋        | 2148/12861 [00:01<00:09, 1184.41it/s] 18%|█▊        | 2267/12861 [00:01<00:08, 1179.77it/s] 19%|█▊        | 2386/12861 [00:02<00:08, 1177.56it/s] 19%|█▉        | 2504/12861 [00:02<00:08, 1175.24it/s] 20%|██        | 2622/12861 [00:02<00:08, 1162.14it/s] 21%|██▏       | 2744/12861 [00:02<00:08, 1175.00it/s] 22%|██▏       | 2862/12861 [00:02<00:08, 1173.88it/s] 23%|██▎       | 2980/12861 [00:02<00:08, 1160.78it/s] 24%|██▍       | 3097/12861 [00:02<00:08, 1154.29it/s] 25%|██▍       | 3214/12861 [00:02<00:08, 1155.69it/s] 26%|██▌       | 3330/12861 [00:02<00:08, 1140.85it/s] 27%|██▋       | 3451/12861 [00:02<00:08, 1161.00it/s] 28%|██▊       | 3569/12861 [00:03<00:07, 1163.47it/s] 29%|██▊       | 3688/12861 [00:03<00:07, 1165.39it/s] 30%|██▉       | 3805/12861 [00:03<00:07, 1152.91it/s] 30%|███       | 3921/12861 [00:03<00:07, 1149.66it/s] 31%|███▏      | 4037/12861 [00:03<00:07, 1145.68it/s] 32%|███▏      | 4152/12861 [00:03<00:07, 1132.05it/s] 33%|███▎      | 4266/12861 [00:03<00:07, 1130.69it/s] 34%|███▍      | 4380/12861 [00:03<00:07, 1131.44it/s] 35%|███▍      | 4494/12861 [00:03<00:07, 1118.56it/s] 36%|███▌      | 4609/12861 [00:03<00:07, 1125.35it/s] 37%|███▋      | 4726/12861 [00:04<00:07, 1132.22it/s] 38%|███▊      | 4841/12861 [00:04<00:07, 1130.79it/s] 39%|███▊      | 4958/12861 [00:04<00:06, 1141.60it/s] 39%|███▉      | 5073/12861 [00:04<00:06, 1143.17it/s] 40%|████      | 5192/12861 [00:04<00:06, 1155.48it/s] 41%|████▏     | 5309/12861 [00:04<00:06, 1156.95it/s] 42%|████▏     | 5425/12861 [00:04<00:06, 1140.81it/s] 43%|████▎     | 5540/12861 [00:04<00:06, 1140.20it/s] 44%|████▍     | 5655/12861 [00:04<00:06, 1137.71it/s] 45%|████▍     | 5769/12861 [00:04<00:06, 1134.52it/s] 46%|████▌     | 5883/12861 [00:05<00:06, 1121.84it/s] 47%|████▋     | 5997/12861 [00:05<00:06, 1126.51it/s] 48%|████▊     | 6113/12861 [00:05<00:05, 1132.68it/s] 48%|████▊     | 6228/12861 [00:05<00:05, 1131.92it/s] 49%|████▉     | 6342/12861 [00:05<00:05, 1129.11it/s] 50%|█████     | 6455/12861 [00:05<00:05, 1123.28it/s] 51%|█████     | 6570/12861 [00:05<00:05, 1126.84it/s] 52%|█████▏    | 6683/12861 [00:05<00:05, 1121.10it/s] 53%|█████▎    | 6799/12861 [00:05<00:05, 1127.86it/s] 54%|█████▍    | 6919/12861 [00:06<00:05, 1143.72it/s] 55%|█████▍    | 7034/12861 [00:06<00:05, 1131.71it/s] 56%|█████▌    | 7148/12861 [00:06<00:05, 1127.95it/s] 56%|█████▋    | 7263/12861 [00:06<00:04, 1131.97it/s] 57%|█████▋    | 7377/12861 [00:06<00:04, 1121.28it/s] 58%|█████▊    | 7490/12861 [00:06<00:04, 1111.32it/s] 59%|█████▉    | 7602/12861 [00:06<00:04, 1108.83it/s] 60%|█████▉    | 7714/12861 [00:06<00:04, 1111.42it/s] 61%|██████    | 7826/12861 [00:06<00:04, 1104.80it/s] 62%|██████▏   | 7937/12861 [00:06<00:04, 1102.61it/s] 63%|██████▎   | 8048/12861 [00:07<00:04, 1091.64it/s] 63%|██████▎   | 8158/12861 [00:07<00:04, 1087.15it/s] 64%|██████▍   | 8268/12861 [00:07<00:04, 1088.02it/s] 65%|██████▌   | 8380/12861 [00:07<00:04, 1095.20it/s] 66%|██████▌   | 8490/12861 [00:07<00:03, 1093.20it/s] 67%|██████▋   | 8600/12861 [00:07<00:03, 1093.45it/s] 68%|██████▊   | 8710/12861 [00:07<00:03, 1092.14it/s] 69%|██████▊   | 8820/12861 [00:07<00:03, 1082.50it/s] 69%|██████▉   | 8930/12861 [00:07<00:03, 1087.21it/s] 70%|███████   | 9039/12861 [00:07<00:03, 1086.35it/s] 71%|███████   | 9148/12861 [00:08<00:03, 1085.69it/s] 72%|███████▏  | 9257/12861 [00:08<00:03, 1071.61it/s] 73%|███████▎  | 9365/12861 [00:08<00:03, 1069.39it/s] 74%|███████▎  | 9474/12861 [00:08<00:03, 1074.60it/s] 75%|███████▍  | 9588/12861 [00:08<00:03, 1089.80it/s] 75%|███████▌  | 9697/12861 [00:08<00:02, 1086.33it/s] 76%|███████▋  | 9807/12861 [00:08<00:02, 1086.28it/s] 77%|███████▋  | 9918/12861 [00:08<00:02, 1088.36it/s] 78%|███████▊  | 10027/12861 [00:08<00:02, 1082.20it/s] 79%|███████▉  | 10139/12861 [00:08<00:02, 1088.18it/s] 80%|███████▉  | 10249/12861 [00:09<00:02, 1091.25it/s] 81%|████████  | 10359/12861 [00:09<00:02, 1086.55it/s] 81%|████████▏ | 10468/12861 [00:09<00:02, 1078.79it/s] 82%|████████▏ | 10576/12861 [00:09<00:02, 1077.86it/s] 83%|████████▎ | 10684/12861 [00:09<00:02, 1071.73it/s] 84%|████████▍ | 10793/12861 [00:09<00:01, 1072.78it/s] 85%|████████▍ | 10901/12861 [00:09<00:01, 1060.42it/s] 86%|████████▌ | 11010/12861 [00:09<00:01, 1067.42it/s] 86%|████████▋ | 11118/12861 [00:09<00:01, 1070.54it/s] 87%|████████▋ | 11226/12861 [00:09<00:01, 1056.72it/s] 88%|████████▊ | 11332/12861 [00:10<00:01, 1049.33it/s] 89%|████████▉ | 11440/12861 [00:10<00:01, 1052.41it/s] 90%|████████▉ | 11549/12861 [00:10<00:01, 1057.77it/s] 91%|█████████ | 11655/12861 [00:10<00:01, 1058.14it/s] 91%|█████████▏| 11761/12861 [00:10<00:01, 1052.03it/s] 92%|█████████▏| 11868/12861 [00:10<00:00, 1056.26it/s] 93%|█████████▎| 11974/12861 [00:10<00:00, 1053.11it/s] 94%|█████████▍| 12080/12861 [00:10<00:00, 1053.22it/s] 95%|█████████▍| 12188/12861 [00:10<00:00, 1058.02it/s] 96%|█████████▌| 12295/12861 [00:10<00:00, 1059.67it/s] 96%|█████████▋| 12401/12861 [00:11<00:00, 1054.89it/s] 97%|█████████▋| 12507/12861 [00:11<00:00, 1054.43it/s] 98%|█████████▊| 12613/12861 [00:11<00:00, 1050.13it/s] 99%|█████████▉| 12719/12861 [00:11<00:00, 1049.58it/s]100%|█████████▉| 12824/12861 [00:11<00:00, 1044.32it/s]100%|██████████| 12861/12861 [00:11<00:00, 1114.49it/s]
  0%|          | 0/12861 [00:00<?, ?it/s]  1%|          | 115/12861 [00:00<00:11, 1142.68it/s]  2%|▏         | 231/12861 [00:00<00:11, 1146.20it/s]  3%|▎         | 350/12861 [00:00<00:10, 1159.83it/s]  4%|▎         | 471/12861 [00:00<00:10, 1176.34it/s]  5%|▍         | 589/12861 [00:00<00:10, 1176.58it/s]  6%|▌         | 713/12861 [00:00<00:10, 1195.24it/s]  7%|▋         | 837/12861 [00:00<00:09, 1207.89it/s]  7%|▋         | 958/12861 [00:00<00:10, 1187.86it/s]  8%|▊         | 1077/12861 [00:00<00:09, 1188.13it/s]  9%|▉         | 1196/12861 [00:01<00:09, 1185.65it/s] 10%|█         | 1315/12861 [00:01<00:09, 1180.41it/s] 11%|█         | 1434/12861 [00:01<00:09, 1171.62it/s] 12%|█▏        | 1552/12861 [00:01<00:09, 1168.96it/s] 13%|█▎        | 1673/12861 [00:01<00:09, 1179.07it/s] 14%|█▍        | 1794/12861 [00:01<00:09, 1182.65it/s] 15%|█▍        | 1913/12861 [00:01<00:09, 1179.32it/s] 16%|█▌        | 2037/12861 [00:01<00:09, 1191.15it/s] 17%|█▋        | 2157/12861 [00:01<00:08, 1190.90it/s] 18%|█▊        | 2277/12861 [00:01<00:08, 1187.65it/s] 19%|█▊        | 2396/12861 [00:02<00:08, 1183.78it/s] 20%|█▉        | 2515/12861 [00:02<00:08, 1176.73it/s] 20%|██        | 2633/12861 [00:02<00:08, 1169.73it/s] 21%|██▏       | 2752/12861 [00:02<00:08, 1174.52it/s] 22%|██▏       | 2870/12861 [00:02<00:08, 1171.59it/s] 23%|██▎       | 2988/12861 [00:02<00:08, 1160.42it/s] 24%|██▍       | 3105/12861 [00:02<00:08, 1159.61it/s] 25%|██▌       | 3221/12861 [00:02<00:08, 1159.12it/s] 26%|██▌       | 3337/12861 [00:02<00:08, 1153.25it/s] 27%|██▋       | 3459/12861 [00:02<00:08, 1167.19it/s] 28%|██▊       | 3578/12861 [00:03<00:07, 1172.42it/s] 29%|██▊       | 3697/12861 [00:03<00:07, 1176.39it/s] 30%|██▉       | 3815/12861 [00:03<00:07, 1164.59it/s] 31%|███       | 3932/12861 [00:03<00:07, 1154.93it/s] 31%|███▏      | 4048/12861 [00:03<00:07, 1153.03it/s] 32%|███▏      | 4164/12861 [00:03<00:07, 1141.83it/s] 33%|███▎      | 4279/12861 [00:03<00:07, 1142.76it/s] 34%|███▍      | 4394/12861 [00:03<00:07, 1136.02it/s] 35%|███▌      | 4508/12861 [00:03<00:07, 1123.48it/s] 36%|███▌      | 4625/12861 [00:03<00:07, 1136.63it/s] 37%|███▋      | 4742/12861 [00:04<00:07, 1143.96it/s] 38%|███▊      | 4857/12861 [00:04<00:07, 1134.95it/s] 39%|███▊      | 4976/12861 [00:04<00:06, 1146.88it/s] 40%|███▉      | 5092/12861 [00:04<00:06, 1149.83it/s] 41%|████      | 5211/12861 [00:04<00:06, 1155.56it/s] 41%|████▏     | 5330/12861 [00:04<00:06, 1165.69it/s] 42%|████▏     | 5447/12861 [00:04<00:06, 1157.98it/s] 43%|████▎     | 5563/12861 [00:04<00:06, 1152.26it/s] 44%|████▍     | 5679/12861 [00:04<00:06, 1149.30it/s] 45%|████▌     | 5794/12861 [00:04<00:06, 1141.76it/s] 46%|████▌     | 5909/12861 [00:05<00:06, 1137.83it/s] 47%|████▋     | 6024/12861 [00:05<00:06, 1137.85it/s] 48%|████▊     | 6139/12861 [00:05<00:05, 1138.93it/s] 49%|████▊     | 6257/12861 [00:05<00:05, 1147.03it/s] 50%|████▉     | 6372/12861 [00:05<00:05, 1130.19it/s] 50%|█████     | 6486/12861 [00:05<00:05, 1128.72it/s] 51%|█████▏    | 6601/12861 [00:05<00:05, 1131.25it/s] 52%|█████▏    | 6715/12861 [00:05<00:05, 1129.71it/s] 53%|█████▎    | 6835/12861 [00:05<00:05, 1148.39it/s] 54%|█████▍    | 6950/12861 [00:05<00:05, 1140.27it/s] 55%|█████▍    | 7065/12861 [00:06<00:05, 1140.61it/s] 56%|█████▌    | 7180/12861 [00:06<00:04, 1140.27it/s] 57%|█████▋    | 7295/12861 [00:06<00:04, 1135.25it/s] 58%|█████▊    | 7409/12861 [00:06<00:04, 1125.48it/s] 58%|█████▊    | 7522/12861 [00:06<00:04, 1117.98it/s] 59%|█████▉    | 7637/12861 [00:06<00:04, 1122.22it/s] 60%|██████    | 7750/12861 [00:06<00:04, 1116.30it/s] 61%|██████    | 7862/12861 [00:06<00:04, 1106.24it/s] 62%|██████▏   | 7973/12861 [00:06<00:04, 1103.75it/s] 63%|██████▎   | 8084/12861 [00:07<00:04, 1098.61it/s] 64%|██████▎   | 8195/12861 [00:07<00:04, 1096.77it/s] 65%|██████▍   | 8306/12861 [00:07<00:04, 1100.31it/s] 65%|██████▌   | 8418/12861 [00:07<00:04, 1104.36it/s] 66%|██████▋   | 8529/12861 [00:07<00:03, 1105.58it/s] 67%|██████▋   | 8640/12861 [00:07<00:03, 1106.07it/s] 68%|██████▊   | 8751/12861 [00:07<00:03, 1091.65it/s] 69%|██████▉   | 8861/12861 [00:07<00:03, 1089.03it/s] 70%|██████▉   | 8974/12861 [00:07<00:03, 1100.64it/s] 71%|███████   | 9085/12861 [00:07<00:03, 1087.18it/s] 72%|███████▏  | 9196/12861 [00:08<00:03, 1087.84it/s] 72%|███████▏  | 9305/12861 [00:08<00:03, 1078.31it/s] 73%|███████▎  | 9413/12861 [00:08<00:03, 1077.39it/s] 74%|███████▍  | 9527/12861 [00:08<00:03, 1095.74it/s] 75%|███████▍  | 9637/12861 [00:08<00:02, 1096.56it/s] 76%|███████▌  | 9747/12861 [00:08<00:02, 1095.06it/s] 77%|███████▋  | 9857/12861 [00:08<00:02, 1092.24it/s] 77%|███████▋  | 9967/12861 [00:08<00:02, 1092.37it/s] 78%|███████▊  | 10079/12861 [00:08<00:02, 1095.85it/s] 79%|███████▉  | 10189/12861 [00:08<00:02, 1093.23it/s] 80%|████████  | 10299/12861 [00:09<00:02, 1089.83it/s] 81%|████████  | 10409/12861 [00:09<00:02, 1086.67it/s] 82%|████████▏ | 10518/12861 [00:09<00:02, 1087.63it/s] 83%|████████▎ | 10627/12861 [00:09<00:02, 1080.27it/s] 83%|████████▎ | 10736/12861 [00:09<00:01, 1074.63it/s] 84%|████████▍ | 10844/12861 [00:09<00:01, 1071.74it/s] 85%|████████▌ | 10952/12861 [00:09<00:01, 1066.41it/s] 86%|████████▌ | 11063/12861 [00:09<00:01, 1075.21it/s] 87%|████████▋ | 11173/12861 [00:09<00:01, 1077.03it/s] 88%|████████▊ | 11281/12861 [00:09<00:01, 1062.55it/s] 89%|████████▊ | 11389/12861 [00:10<00:01, 1066.62it/s] 89%|████████▉ | 11496/12861 [00:10<00:01, 1062.66it/s] 90%|█████████ | 11603/12861 [00:10<00:01, 1061.84it/s] 91%|█████████ | 11710/12861 [00:10<00:01, 1057.74it/s] 92%|█████████▏| 11819/12861 [00:10<00:00, 1061.21it/s] 93%|█████████▎| 11926/12861 [00:10<00:00, 1063.77it/s] 94%|█████████▎| 12033/12861 [00:10<00:00, 1061.59it/s] 94%|█████████▍| 12140/12861 [00:10<00:00, 1062.54it/s] 95%|█████████▌| 12247/12861 [00:10<00:00, 1064.35it/s] 96%|█████████▌| 12354/12861 [00:10<00:00, 1063.73it/s] 97%|█████████▋| 12461/12861 [00:11<00:00, 1061.70it/s] 98%|█████████▊| 12568/12861 [00:11<00:00, 1044.58it/s] 99%|█████████▊| 12676/12861 [00:11<00:00, 1051.10it/s] 99%|█████████▉| 12782/12861 [00:11<00:00, 1048.33it/s]100%|██████████| 12861/12861 [00:11<00:00, 1122.40it/s]
2026-05-11 04:24:44.263228: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:25:53.076261: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 04:25:53.077639: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-05-11 04:25:53.364605: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0
coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.14GiB deviceMemoryBandwidth: 1.85TiB/s
2026-05-11 04:25:53.364757: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:25:53.380737: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:25:53.380869: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:25:53.388805: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 04:25:53.394718: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 04:25:53.405031: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 04:25:53.411304: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 04:25:53.417491: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:25:53.423958: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 04:25:53.424583: 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 04:25:53.424879: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-05-11 04:25:53.427428: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:c0:00.0 name: NVIDIA A100-SXM4-80GB computeCapability: 8.0
coreClock: 1.41GHz coreCount: 108 deviceMemorySize: 79.14GiB deviceMemoryBandwidth: 1.85TiB/s
2026-05-11 04:25:53.427513: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:25:53.427554: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:25:53.427588: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:25:53.427619: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-05-11 04:25:53.427652: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-05-11 04:25:53.427682: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-05-11 04:25:53.427724: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-05-11 04:25:53.427756: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:25:53.432536: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-05-11 04:25:53.432609: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-05-11 04:25:53.892827: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-05-11 04:25:53.892972: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-05-11 04:25:53.892986: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-05-11 04:25:53.898402: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 75642 MB memory) -> physical GPU (device: 0, name: NVIDIA A100-SXM4-80GB, pci bus id: 0000:c0:00.0, compute capability: 8.0)
2026-05-11 04:25:53.945839: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:196] None of the MLIR optimization passes are enabled (registered 0 passes)
2026-05-11 04:25:53.957407: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2450225000 Hz
2026-05-11 04:26:04.042348: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-05-11 04:26:04.450829: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-05-11 04:26:04.458821: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-05-11 04:26:05.978887: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-05-11 04:26:06.114518: 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.
2026-05-11 04:26:33.926620: I tensorflow/stream_executor/cuda/cuda_blas.cc:1838] TensorFloat-32 will be used for the matrix multiplication. This will only be 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)
