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 14:45:04.867095: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:46:54.638903: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 14:46:54.652322: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 14:46:54.671516: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:82:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 14:46:54.671584: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:46:55.230394: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:46:56.352569: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:46:56.543913: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 14:46:56.744504: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 14:46:56.767366: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 14:46:57.089685: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 14:46:57.097487: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:46:57.099200: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 14:46:57.100144: 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 14:46:57.100343: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 14:46:57.101081: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:82:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 14:46:57.101167: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:46:57.101227: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:46:57.101281: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:46:57.101369: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 14:46:57.101427: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 14:46:57.101480: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 14:46:57.101532: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 14:46:57.101583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:46:57.102762: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 14:46:57.102867: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:46:59.862448: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 14:46:59.862548: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 14:46:59.862568: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 14:46:59.863406: 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: 0000:82:00.0, compute capability: 6.1)
2026-07-10 14:47:09.222943: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-07-10 14:47:09.223508: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2399955000 Hz
2026-07-10 14:47:21.968540: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:47:25.355777: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:47:25.404378: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:47:43.255804: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 14:47:44.126385: 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 15:38:55.110053: 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 15:39:00.268175: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:39:09.095844: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 15:39:09.096960: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 15:39:09.117133: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:82:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 15:39:09.117220: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:39:09.122715: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:39:09.122773: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:39:09.125501: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 15:39:09.127032: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 15:39:09.131493: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 15:39:09.133886: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 15:39:09.135585: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:39:09.136177: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 15:39:09.136534: 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 15:39:09.136622: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 15:39:09.136876: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:82:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 15:39:09.136912: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:39:09.136938: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:39:09.136963: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:39:09.136987: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 15:39:09.137011: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 15:39:09.137035: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 15:39:09.137058: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 15:39:09.137082: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:39:09.137468: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 15:39:09.137514: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:39:09.668891: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 15:39:09.668986: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 15:39:09.669004: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 15:39:09.669840: 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: 0000:82:00.0, 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 15:39:13.851931: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-07-10 15:39:13.852480: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2399955000 Hz
2026-07-10 15:39:14.773447: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:39:15.567891: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:39:15.569365: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:39:18.195775: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 15:39:20.526873: 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 [00:33<1:40:40, 33.37s/it]batch:   1%|          | 2/182 [00:34<43:16, 14.43s/it]  batch:   2%|▏         | 3/182 [00:35<25:15,  8.47s/it]batch:   2%|▏         | 4/182 [00:37<16:33,  5.58s/it]batch:   3%|▎         | 5/182 [00:38<11:44,  3.98s/it]batch:   3%|▎         | 6/182 [00:39<08:52,  3.03s/it]batch:   4%|▍         | 7/182 [00:44<10:46,  3.69s/it]batch:   4%|▍         | 8/182 [00:45<08:38,  2.98s/it]batch:   5%|▍         | 9/182 [00:47<06:56,  2.41s/it]batch:   5%|▌         | 10/182 [00:47<05:35,  1.95s/it]batch:   6%|▌         | 11/182 [00:48<04:18,  1.51s/it]batch:   7%|▋         | 12/182 [00:48<03:18,  1.17s/it]batch:   7%|▋         | 13/182 [00:49<02:36,  1.08it/s]batch:   8%|▊         | 14/182 [00:49<02:07,  1.32it/s]batch:   8%|▊         | 15/182 [00:51<02:46,  1.00it/s]batch:   9%|▉         | 16/182 [00:51<02:14,  1.23it/s]batch:   9%|▉         | 17/182 [00:51<01:51,  1.47it/s]batch:  10%|▉         | 18/182 [00:52<01:36,  1.71it/s]batch:  10%|█         | 19/182 [00:52<01:24,  1.92it/s]batch:  11%|█         | 20/182 [00:53<01:16,  2.10it/s]batch:  12%|█▏        | 21/182 [00:53<01:11,  2.25it/s]batch:  12%|█▏        | 22/182 [00:53<01:07,  2.37it/s]batch:  13%|█▎        | 23/182 [00:54<01:04,  2.46it/s]batch:  13%|█▎        | 24/182 [00:54<01:08,  2.31it/s]batch:  14%|█▎        | 25/182 [00:55<01:46,  1.48it/s]batch:  14%|█▍        | 26/182 [00:56<01:31,  1.70it/s]batch:  15%|█▍        | 27/182 [00:56<01:21,  1.90it/s]batch:  15%|█▌        | 28/182 [00:57<01:13,  2.09it/s]batch:  16%|█▌        | 29/182 [00:57<01:08,  2.24it/s]batch:  16%|█▋        | 30/182 [00:57<01:04,  2.36it/s]batch:  17%|█▋        | 31/182 [00:58<01:01,  2.45it/s]batch:  18%|█▊        | 32/182 [00:58<00:59,  2.51it/s]batch:  18%|█▊        | 33/182 [00:58<00:58,  2.57it/s]batch:  19%|█▊        | 34/182 [00:59<00:56,  2.60it/s]batch:  19%|█▉        | 35/182 [00:59<00:55,  2.63it/s]batch:  20%|█▉        | 36/182 [00:59<00:55,  2.64it/s]batch:  20%|██        | 37/182 [01:00<00:54,  2.66it/s]batch:  21%|██        | 38/182 [01:00<00:53,  2.67it/s]batch:  21%|██▏       | 39/182 [01:01<00:53,  2.68it/s]batch:  22%|██▏       | 40/182 [01:01<00:53,  2.67it/s]batch:  23%|██▎       | 41/182 [01:01<00:53,  2.63it/s]batch:  23%|██▎       | 42/182 [01:02<00:53,  2.64it/s]batch:  24%|██▎       | 43/182 [01:02<00:52,  2.64it/s]batch:  24%|██▍       | 44/182 [01:03<00:52,  2.64it/s]batch:  25%|██▍       | 45/182 [01:03<00:51,  2.65it/s]batch:  25%|██▌       | 46/182 [01:03<00:51,  2.64it/s]batch:  26%|██▌       | 47/182 [01:04<00:50,  2.65it/s]batch:  26%|██▋       | 48/182 [01:04<00:50,  2.66it/s]batch:  27%|██▋       | 49/182 [01:04<00:49,  2.67it/s]batch:  27%|██▋       | 50/182 [01:05<01:01,  2.13it/s]batch:  28%|██▊       | 51/182 [01:05<00:57,  2.27it/s]batch:  29%|██▊       | 52/182 [01:06<00:54,  2.38it/s]batch:  29%|██▉       | 53/182 [01:06<00:52,  2.46it/s]batch:  30%|██▉       | 54/182 [01:07<00:50,  2.52it/s]batch:  30%|███       | 55/182 [01:07<00:49,  2.58it/s]batch:  31%|███       | 56/182 [01:07<00:48,  2.60it/s]batch:  31%|███▏      | 57/182 [01:08<00:47,  2.63it/s]batch:  32%|███▏      | 58/182 [01:08<00:46,  2.65it/s]batch:  32%|███▏      | 59/182 [01:08<00:46,  2.65it/s]batch:  33%|███▎      | 60/182 [01:09<00:45,  2.65it/s]batch:  34%|███▎      | 61/182 [01:09<00:45,  2.66it/s]batch:  34%|███▍      | 62/182 [01:10<00:44,  2.68it/s]batch:  35%|███▍      | 63/182 [01:10<00:55,  2.16it/s]batch:  35%|███▌      | 64/182 [01:11<00:51,  2.30it/s]batch:  36%|███▌      | 65/182 [01:11<00:48,  2.40it/s]batch:  36%|███▋      | 66/182 [01:11<00:46,  2.48it/s]batch:  37%|███▋      | 67/182 [01:12<00:45,  2.55it/s]batch:  37%|███▋      | 68/182 [01:12<00:44,  2.58it/s]batch:  38%|███▊      | 69/182 [01:12<00:43,  2.62it/s]batch:  38%|███▊      | 70/182 [01:13<00:42,  2.64it/s]batch:  39%|███▉      | 71/182 [01:13<00:41,  2.65it/s]batch:  40%|███▉      | 72/182 [01:14<00:41,  2.67it/s]batch:  40%|████      | 73/182 [01:14<00:40,  2.67it/s]batch:  41%|████      | 74/182 [01:14<00:40,  2.67it/s]batch:  41%|████      | 75/182 [01:15<00:39,  2.68it/s]batch:  42%|████▏     | 76/182 [01:15<00:44,  2.37it/s]batch:  42%|████▏     | 77/182 [01:16<00:42,  2.46it/s]batch:  43%|████▎     | 78/182 [01:16<00:41,  2.53it/s]batch:  43%|████▎     | 79/182 [01:16<00:40,  2.57it/s]batch:  44%|████▍     | 80/182 [01:17<00:39,  2.60it/s]batch:  45%|████▍     | 81/182 [01:17<00:38,  2.63it/s]batch:  45%|████▌     | 82/182 [01:17<00:37,  2.65it/s]batch:  46%|████▌     | 83/182 [01:18<00:37,  2.66it/s]batch:  46%|████▌     | 84/182 [01:18<00:36,  2.68it/s]batch:  47%|████▋     | 85/182 [01:19<00:36,  2.67it/s]batch:  47%|████▋     | 86/182 [01:19<00:35,  2.69it/s]batch:  48%|████▊     | 87/182 [01:19<00:35,  2.68it/s]batch:  48%|████▊     | 88/182 [01:20<00:34,  2.69it/s]batch:  49%|████▉     | 89/182 [01:20<00:34,  2.70it/s]batch:  49%|████▉     | 90/182 [01:21<00:38,  2.41it/s]batch:  50%|█████     | 91/182 [01:21<00:36,  2.50it/s]batch:  51%|█████     | 92/182 [01:21<00:36,  2.50it/s]batch:  51%|█████     | 93/182 [01:22<00:35,  2.51it/s]batch:  52%|█████▏    | 94/182 [01:22<00:35,  2.51it/s]batch:  52%|█████▏    | 95/182 [01:23<00:34,  2.53it/s]batch:  53%|█████▎    | 96/182 [01:23<00:33,  2.55it/s]batch:  53%|█████▎    | 97/182 [01:23<00:33,  2.58it/s]batch:  54%|█████▍    | 98/182 [01:24<00:32,  2.61it/s]batch:  54%|█████▍    | 99/182 [01:24<00:31,  2.64it/s]batch:  55%|█████▍    | 100/182 [01:24<00:30,  2.66it/s]batch:  55%|█████▌    | 101/182 [01:25<00:30,  2.67it/s]batch:  56%|█████▌    | 102/182 [01:25<00:29,  2.67it/s]batch:  57%|█████▋    | 103/182 [01:25<00:29,  2.68it/s]batch:  57%|█████▋    | 104/182 [01:26<00:29,  2.69it/s]batch:  58%|█████▊    | 105/182 [01:26<00:29,  2.61it/s]batch:  58%|█████▊    | 106/182 [01:27<00:29,  2.55it/s]batch:  59%|█████▉    | 107/182 [01:27<00:29,  2.54it/s]batch:  59%|█████▉    | 108/182 [01:27<00:28,  2.56it/s]batch:  60%|█████▉    | 109/182 [01:28<00:28,  2.59it/s]batch:  60%|██████    | 110/182 [01:28<00:27,  2.62it/s]batch:  61%|██████    | 111/182 [01:29<00:26,  2.64it/s]batch:  62%|██████▏   | 112/182 [01:29<00:26,  2.66it/s]batch:  62%|██████▏   | 113/182 [01:29<00:25,  2.68it/s]batch:  63%|██████▎   | 114/182 [01:30<00:25,  2.68it/s]batch:  63%|██████▎   | 115/182 [01:30<00:25,  2.68it/s]batch:  64%|██████▎   | 116/182 [01:30<00:24,  2.68it/s]batch:  64%|██████▍   | 117/182 [01:31<00:24,  2.69it/s]batch:  65%|██████▍   | 118/182 [01:31<00:23,  2.68it/s]batch:  65%|██████▌   | 119/182 [01:32<00:23,  2.66it/s]batch:  66%|██████▌   | 120/182 [01:32<00:23,  2.66it/s]batch:  66%|██████▋   | 121/182 [01:32<00:22,  2.67it/s]batch:  67%|██████▋   | 122/182 [01:33<00:22,  2.68it/s]batch:  68%|██████▊   | 123/182 [01:33<00:21,  2.69it/s]batch:  68%|██████▊   | 124/182 [01:33<00:21,  2.68it/s]batch:  69%|██████▊   | 125/182 [01:34<00:21,  2.69it/s]batch:  69%|██████▉   | 126/182 [01:34<00:20,  2.69it/s]batch:  70%|██████▉   | 127/182 [01:35<00:20,  2.69it/s]batch:  70%|███████   | 128/182 [01:35<00:20,  2.69it/s]batch:  71%|███████   | 129/182 [01:35<00:19,  2.69it/s]batch:  71%|███████▏  | 130/182 [01:36<00:19,  2.70it/s]batch:  72%|███████▏  | 131/182 [01:37<00:40,  1.26it/s]batch:  73%|███████▎  | 132/182 [01:38<00:33,  1.50it/s]batch:  73%|███████▎  | 133/182 [01:38<00:28,  1.73it/s]batch:  74%|███████▎  | 134/182 [01:39<00:24,  1.93it/s]batch:  74%|███████▍  | 135/182 [01:39<00:22,  2.11it/s]batch:  75%|███████▍  | 136/182 [01:39<00:20,  2.25it/s]batch:  75%|███████▌  | 137/182 [01:40<00:18,  2.37it/s]batch:  76%|███████▌  | 138/182 [01:40<00:17,  2.46it/s]batch:  76%|███████▋  | 139/182 [01:40<00:16,  2.53it/s]batch:  77%|███████▋  | 140/182 [01:41<00:16,  2.58it/s]batch:  77%|███████▋  | 141/182 [01:41<00:15,  2.61it/s]batch:  78%|███████▊  | 142/182 [01:42<00:15,  2.63it/s]batch:  79%|███████▊  | 143/182 [01:42<00:14,  2.65it/s]batch:  79%|███████▉  | 144/182 [01:42<00:14,  2.66it/s]batch:  80%|███████▉  | 145/182 [01:43<00:13,  2.67it/s]batch:  80%|████████  | 146/182 [01:43<00:13,  2.68it/s]batch:  81%|████████  | 147/182 [01:43<00:13,  2.68it/s]batch:  81%|████████▏ | 148/182 [01:44<00:12,  2.67it/s]batch:  82%|████████▏ | 149/182 [01:44<00:12,  2.68it/s]batch:  82%|████████▏ | 150/182 [01:44<00:11,  2.68it/s]batch:  83%|████████▎ | 151/182 [01:45<00:11,  2.69it/s]batch:  84%|████████▎ | 152/182 [01:45<00:11,  2.69it/s]batch:  84%|████████▍ | 153/182 [01:46<00:10,  2.69it/s]batch:  85%|████████▍ | 154/182 [01:46<00:10,  2.69it/s]batch:  85%|████████▌ | 155/182 [01:46<00:10,  2.64it/s]batch:  86%|████████▌ | 156/182 [01:47<00:09,  2.61it/s]batch:  86%|████████▋ | 157/182 [01:47<00:09,  2.58it/s]batch:  87%|████████▋ | 158/182 [01:48<00:09,  2.59it/s]batch:  87%|████████▋ | 159/182 [01:48<00:08,  2.61it/s]batch:  88%|████████▊ | 160/182 [01:48<00:08,  2.64it/s]batch:  88%|████████▊ | 161/182 [01:49<00:07,  2.65it/s]batch:  89%|████████▉ | 162/182 [01:49<00:07,  2.66it/s]batch:  90%|████████▉ | 163/182 [01:49<00:07,  2.68it/s]batch:  90%|█████████ | 164/182 [01:50<00:06,  2.68it/s]batch:  91%|█████████ | 165/182 [01:50<00:06,  2.68it/s]batch:  91%|█████████ | 166/182 [01:51<00:05,  2.68it/s]batch:  92%|█████████▏| 167/182 [01:51<00:05,  2.68it/s]batch:  92%|█████████▏| 168/182 [01:51<00:05,  2.63it/s]batch:  93%|█████████▎| 169/182 [01:52<00:07,  1.80it/s]batch:  93%|█████████▎| 170/182 [01:53<00:06,  1.98it/s]batch:  94%|█████████▍| 171/182 [01:53<00:05,  2.15it/s]batch:  95%|█████████▍| 172/182 [01:53<00:04,  2.27it/s]batch:  95%|█████████▌| 173/182 [01:54<00:03,  2.37it/s]batch:  96%|█████████▌| 174/182 [01:54<00:03,  2.45it/s]batch:  96%|█████████▌| 175/182 [01:55<00:02,  2.49it/s]batch:  97%|█████████▋| 176/182 [01:55<00:02,  2.53it/s]batch:  97%|█████████▋| 177/182 [01:55<00:01,  2.57it/s]batch:  98%|█████████▊| 178/182 [01:56<00:01,  2.59it/s]batch:  98%|█████████▊| 179/182 [01:56<00:01,  2.60it/s]batch:  99%|█████████▉| 180/182 [01:56<00:00,  2.63it/s]batch:  99%|█████████▉| 181/182 [01:57<00:00,  2.65it/s]batch: 100%|██████████| 182/182 [01:57<00:00,  3.00it/s]batch: 100%|██████████| 182/182 [01:57<00:00,  1.55it/s]
  0%|          | 0/11617 [00:00<?, ?it/s]  0%|          | 53/11617 [00:00<00:22, 518.98it/s]  1%|▏         | 146/11617 [00:00<00:15, 752.51it/s]  2%|▏         | 246/11617 [00:00<00:13, 860.66it/s]  3%|▎         | 347/11617 [00:00<00:12, 915.40it/s]  4%|▍         | 446/11617 [00:00<00:11, 941.17it/s]  5%|▍         | 545/11617 [00:00<00:11, 957.43it/s]  6%|▌         | 643/11617 [00:00<00:11, 964.50it/s]  6%|▋         | 741/11617 [00:00<00:11, 968.09it/s]  7%|▋         | 841/11617 [00:00<00:11, 975.10it/s]  8%|▊         | 940/11617 [00:01<00:10, 979.51it/s]  9%|▉         | 1039/11617 [00:01<00:10, 981.53it/s] 10%|▉         | 1140/11617 [00:01<00:10, 988.68it/s] 11%|█         | 1239/11617 [00:01<00:10, 987.13it/s] 12%|█▏        | 1338/11617 [00:01<00:10, 984.56it/s] 12%|█▏        | 1439/11617 [00:01<00:10, 988.02it/s] 13%|█▎        | 1538/11617 [00:01<00:10, 984.85it/s] 14%|█▍        | 1637/11617 [00:01<00:10, 981.90it/s] 15%|█▍        | 1738/11617 [00:01<00:10, 984.26it/s] 16%|█▌        | 1838/11617 [00:01<00:09, 983.35it/s] 17%|█▋        | 1937/11617 [00:02<00:09, 979.74it/s] 18%|█▊        | 2036/11617 [00:02<00:09, 982.73it/s] 18%|█▊        | 2135/11617 [00:02<00:09, 979.40it/s] 19%|█▉        | 2236/11617 [00:02<00:09, 983.46it/s] 20%|██        | 2336/11617 [00:02<00:09, 987.57it/s] 21%|██        | 2435/11617 [00:02<00:09, 985.40it/s] 22%|██▏       | 2534/11617 [00:02<00:09, 981.80it/s] 23%|██▎       | 2633/11617 [00:02<00:09, 978.18it/s] 24%|██▎       | 2731/11617 [00:02<00:09, 976.93it/s] 24%|██▍       | 2829/11617 [00:02<00:09, 975.58it/s] 25%|██▌       | 2927/11617 [00:03<00:08, 971.88it/s] 26%|██▌       | 3025/11617 [00:03<00:08, 969.77it/s] 27%|██▋       | 3122/11617 [00:03<00:08, 964.93it/s] 28%|██▊       | 3219/11617 [00:03<00:08, 964.85it/s] 29%|██▊       | 3316/11617 [00:03<00:08, 964.45it/s] 29%|██▉       | 3413/11617 [00:03<00:08, 958.55it/s] 30%|███       | 3510/11617 [00:03<00:08, 958.61it/s] 31%|███       | 3607/11617 [00:03<00:08, 960.00it/s] 32%|███▏      | 3704/11617 [00:03<00:08, 958.24it/s] 33%|███▎      | 3800/11617 [00:03<00:08, 957.91it/s] 34%|███▎      | 3897/11617 [00:04<00:08, 956.92it/s] 34%|███▍      | 3995/11617 [00:04<00:07, 959.42it/s] 35%|███▌      | 4091/11617 [00:04<00:07, 953.94it/s] 36%|███▌      | 4187/11617 [00:04<00:07, 951.37it/s] 37%|███▋      | 4288/11617 [00:04<00:07, 962.86it/s] 38%|███▊      | 4385/11617 [00:04<00:07, 960.43it/s] 39%|███▊      | 4482/11617 [00:04<00:07, 956.03it/s] 39%|███▉      | 4578/11617 [00:04<00:07, 949.01it/s] 40%|████      | 4673/11617 [00:04<00:07, 947.41it/s] 41%|████      | 4768/11617 [00:04<00:07, 947.03it/s] 42%|████▏     | 4863/11617 [00:05<00:07, 929.09it/s] 43%|████▎     | 4957/11617 [00:05<00:07, 932.15it/s] 43%|████▎     | 5053/11617 [00:05<00:06, 939.62it/s] 44%|████▍     | 5148/11617 [00:05<00:06, 939.16it/s] 45%|████▌     | 5242/11617 [00:05<00:06, 939.27it/s] 46%|████▌     | 5337/11617 [00:05<00:06, 939.30it/s] 47%|████▋     | 5433/11617 [00:05<00:06, 940.69it/s] 48%|████▊     | 5528/11617 [00:05<00:06, 940.53it/s] 48%|████▊     | 5623/11617 [00:05<00:06, 940.83it/s] 49%|████▉     | 5718/11617 [00:05<00:06, 942.67it/s] 50%|█████     | 5813/11617 [00:06<00:06, 937.50it/s] 51%|█████     | 5908/11617 [00:06<00:06, 935.83it/s] 52%|█████▏    | 6003/11617 [00:06<00:05, 937.81it/s] 52%|█████▏    | 6098/11617 [00:06<00:05, 938.71it/s] 53%|█████▎    | 6193/11617 [00:06<00:05, 939.65it/s] 54%|█████▍    | 6287/11617 [00:06<00:05, 933.27it/s] 55%|█████▍    | 6381/11617 [00:06<00:05, 933.01it/s] 56%|█████▌    | 6475/11617 [00:06<00:05, 934.91it/s] 57%|█████▋    | 6569/11617 [00:06<00:05, 934.97it/s] 57%|█████▋    | 6663/11617 [00:06<00:05, 932.88it/s] 58%|█████▊    | 6757/11617 [00:07<00:05, 931.88it/s] 59%|█████▉    | 6851/11617 [00:07<00:05, 928.75it/s] 60%|█████▉    | 6947/11617 [00:07<00:04, 934.41it/s] 61%|██████    | 7041/11617 [00:07<00:04, 929.19it/s] 61%|██████▏   | 7135/11617 [00:07<00:04, 930.20it/s] 62%|██████▏   | 7229/11617 [00:07<00:04, 931.57it/s] 63%|██████▎   | 7323/11617 [00:07<00:04, 913.60it/s] 64%|██████▍   | 7415/11617 [00:07<00:04, 907.72it/s] 65%|██████▍   | 7507/11617 [00:07<00:04, 910.58it/s] 65%|██████▌   | 7599/11617 [00:08<00:04, 904.22it/s] 66%|██████▌   | 7690/11617 [00:08<00:04, 901.81it/s] 67%|██████▋   | 7781/11617 [00:08<00:04, 900.83it/s] 68%|██████▊   | 7872/11617 [00:08<00:04, 901.30it/s] 69%|██████▊   | 7963/11617 [00:08<00:04, 902.11it/s] 69%|██████▉   | 8054/11617 [00:08<00:03, 903.21it/s] 70%|███████   | 8145/11617 [00:08<00:03, 900.72it/s] 71%|███████   | 8236/11617 [00:08<00:03, 898.06it/s] 72%|███████▏  | 8327/11617 [00:08<00:03, 899.24it/s] 72%|███████▏  | 8418/11617 [00:08<00:03, 901.93it/s] 73%|███████▎  | 8510/11617 [00:09<00:03, 907.27it/s] 74%|███████▍  | 8602/11617 [00:09<00:03, 905.78it/s] 75%|███████▍  | 8693/11617 [00:09<00:03, 904.65it/s] 76%|███████▌  | 8785/11617 [00:09<00:03, 904.97it/s] 76%|███████▋  | 8877/11617 [00:09<00:03, 908.28it/s] 77%|███████▋  | 8968/11617 [00:09<00:02, 908.09it/s] 78%|███████▊  | 9059/11617 [00:09<00:02, 900.06it/s] 79%|███████▉  | 9150/11617 [00:09<00:02, 901.68it/s] 80%|███████▉  | 9241/11617 [00:09<00:02, 899.77it/s] 80%|████████  | 9332/11617 [00:09<00:02, 897.90it/s] 81%|████████  | 9424/11617 [00:10<00:02, 901.07it/s] 82%|████████▏ | 9515/11617 [00:10<00:02, 898.22it/s] 83%|████████▎ | 9605/11617 [00:10<00:02, 894.93it/s] 83%|████████▎ | 9696/11617 [00:10<00:02, 897.03it/s] 84%|████████▍ | 9789/11617 [00:10<00:02, 903.54it/s] 85%|████████▌ | 9880/11617 [00:10<00:01, 894.77it/s] 86%|████████▌ | 9970/11617 [00:10<00:01, 891.08it/s] 87%|████████▋ | 10060/11617 [00:10<00:01, 885.73it/s] 87%|████████▋ | 10149/11617 [00:10<00:01, 875.43it/s] 88%|████████▊ | 10237/11617 [00:10<00:01, 873.73it/s] 89%|████████▉ | 10325/11617 [00:11<00:01, 874.04it/s] 90%|████████▉ | 10414/11617 [00:11<00:01, 878.47it/s] 90%|█████████ | 10502/11617 [00:11<00:01, 873.97it/s] 91%|█████████ | 10590/11617 [00:11<00:01, 869.99it/s] 92%|█████████▏| 10678/11617 [00:11<00:01, 867.84it/s] 93%|█████████▎| 10765/11617 [00:11<00:00, 868.21it/s] 93%|█████████▎| 10852/11617 [00:11<00:00, 863.56it/s] 94%|█████████▍| 10939/11617 [00:11<00:00, 858.61it/s] 95%|█████████▍| 11026/11617 [00:11<00:00, 861.21it/s] 96%|█████████▌| 11114/11617 [00:11<00:00, 866.24it/s] 96%|█████████▋| 11201/11617 [00:12<00:00, 860.81it/s] 97%|█████████▋| 11288/11617 [00:12<00:00, 863.17it/s] 98%|█████████▊| 11375/11617 [00:12<00:00, 863.67it/s] 99%|█████████▊| 11462/11617 [00:12<00:00, 860.97it/s] 99%|█████████▉| 11549/11617 [00:12<00:00, 855.97it/s]100%|██████████| 11617/11617 [00:12<00:00, 925.51it/s]
  0%|          | 0/11617 [00:00<?, ?it/s]  1%|          | 89/11617 [00:00<00:13, 882.92it/s]  2%|▏         | 188/11617 [00:00<00:12, 944.28it/s]  2%|▏         | 285/11617 [00:00<00:11, 953.96it/s]  3%|▎         | 386/11617 [00:00<00:11, 968.21it/s]  4%|▍         | 485/11617 [00:00<00:11, 969.90it/s]  5%|▌         | 584/11617 [00:00<00:11, 973.61it/s]  6%|▌         | 682/11617 [00:00<00:15, 717.71it/s]  7%|▋         | 763/11617 [00:00<00:15, 694.24it/s]  7%|▋         | 860/11617 [00:01<00:14, 763.40it/s]  8%|▊         | 960/11617 [00:01<00:12, 825.13it/s]  9%|▉         | 1058/11617 [00:01<00:12, 867.59it/s] 10%|▉         | 1159/11617 [00:01<00:11, 905.05it/s] 11%|█         | 1256/11617 [00:01<00:11, 923.09it/s] 12%|█▏        | 1355/11617 [00:01<00:10, 939.58it/s] 13%|█▎        | 1456/11617 [00:01<00:10, 955.85it/s] 13%|█▎        | 1555/11617 [00:01<00:10, 962.94it/s] 14%|█▍        | 1654/11617 [00:01<00:10, 966.42it/s] 15%|█▌        | 1755/11617 [00:01<00:10, 975.67it/s] 16%|█▌        | 1855/11617 [00:02<00:09, 977.67it/s] 17%|█▋        | 1954/11617 [00:02<00:09, 974.41it/s] 18%|█▊        | 2054/11617 [00:02<00:09, 981.75it/s] 19%|█▊        | 2153/11617 [00:02<00:09, 977.77it/s] 19%|█▉        | 2253/11617 [00:02<00:09, 978.87it/s] 20%|██        | 2352/11617 [00:02<00:09, 981.99it/s] 21%|██        | 2451/11617 [00:02<00:09, 981.19it/s] 22%|██▏       | 2550/11617 [00:02<00:09, 979.77it/s] 23%|██▎       | 2649/11617 [00:02<00:09, 979.99it/s] 24%|██▎       | 2748/11617 [00:02<00:09, 974.69it/s] 24%|██▍       | 2846/11617 [00:03<00:09, 973.75it/s] 25%|██▌       | 2944/11617 [00:03<00:08, 969.71it/s] 26%|██▌       | 3041/11617 [00:03<00:08, 964.65it/s] 27%|██▋       | 3138/11617 [00:03<00:08, 960.60it/s] 28%|██▊       | 3235/11617 [00:03<00:08, 959.93it/s] 29%|██▊       | 3332/11617 [00:03<00:08, 961.99it/s] 30%|██▉       | 3429/11617 [00:03<00:08, 961.02it/s] 30%|███       | 3527/11617 [00:03<00:08, 961.72it/s] 31%|███       | 3624/11617 [00:03<00:08, 960.58it/s] 32%|███▏      | 3721/11617 [00:03<00:08, 958.49it/s] 33%|███▎      | 3817/11617 [00:04<00:08, 957.64it/s] 34%|███▎      | 3914/11617 [00:04<00:08, 956.83it/s] 35%|███▍      | 4011/11617 [00:04<00:07, 955.23it/s] 35%|███▌      | 4107/11617 [00:04<00:07, 950.13it/s] 36%|███▌      | 4203/11617 [00:04<00:07, 950.14it/s] 37%|███▋      | 4301/11617 [00:04<00:07, 953.59it/s] 38%|███▊      | 4397/11617 [00:04<00:07, 950.55it/s] 39%|███▊      | 4494/11617 [00:04<00:07, 950.85it/s] 40%|███▉      | 4591/11617 [00:04<00:07, 955.47it/s] 40%|████      | 4687/11617 [00:04<00:07, 952.93it/s] 41%|████      | 4783/11617 [00:05<00:07, 946.87it/s] 42%|████▏     | 4879/11617 [00:05<00:07, 950.28it/s] 43%|████▎     | 4975/11617 [00:05<00:07, 942.96it/s] 44%|████▎     | 5070/11617 [00:05<00:08, 762.98it/s] 44%|████▍     | 5164/11617 [00:05<00:08, 805.60it/s] 45%|████▌     | 5259/11617 [00:05<00:07, 842.08it/s] 46%|████▌     | 5354/11617 [00:05<00:07, 871.26it/s] 47%|████▋     | 5450/11617 [00:05<00:06, 892.51it/s] 48%|████▊     | 5544/11617 [00:05<00:06, 902.47it/s] 49%|████▊     | 5638/11617 [00:06<00:06, 912.81it/s] 49%|████▉     | 5733/11617 [00:06<00:06, 922.24it/s] 50%|█████     | 5829/11617 [00:06<00:06, 927.38it/s] 51%|█████     | 5923/11617 [00:06<00:06, 928.39it/s] 52%|█████▏    | 6017/11617 [00:06<00:06, 929.88it/s] 53%|█████▎    | 6113/11617 [00:06<00:05, 935.28it/s] 53%|█████▎    | 6207/11617 [00:06<00:05, 934.72it/s] 54%|█████▍    | 6301/11617 [00:06<00:05, 934.09it/s] 55%|█████▌    | 6395/11617 [00:06<00:05, 933.86it/s] 56%|█████▌    | 6489/11617 [00:06<00:05, 935.22it/s] 57%|█████▋    | 6583/11617 [00:07<00:05, 935.79it/s] 57%|█████▋    | 6677/11617 [00:07<00:05, 932.66it/s] 58%|█████▊    | 6771/11617 [00:07<00:05, 928.88it/s] 59%|█████▉    | 6864/11617 [00:07<00:05, 926.02it/s] 60%|█████▉    | 6959/11617 [00:07<00:04, 933.08it/s] 61%|██████    | 7053/11617 [00:07<00:04, 926.57it/s] 62%|██████▏   | 7146/11617 [00:07<00:04, 925.11it/s] 62%|██████▏   | 7241/11617 [00:07<00:04, 932.08it/s] 63%|██████▎   | 7335/11617 [00:07<00:04, 925.72it/s] 64%|██████▍   | 7428/11617 [00:08<00:04, 919.37it/s] 65%|██████▍   | 7520/11617 [00:08<00:04, 912.39it/s] 66%|██████▌   | 7612/11617 [00:08<00:04, 908.84it/s] 66%|██████▋   | 7703/11617 [00:08<00:04, 906.26it/s] 67%|██████▋   | 7794/11617 [00:08<00:04, 899.21it/s] 68%|██████▊   | 7885/11617 [00:08<00:04, 900.11it/s] 69%|██████▊   | 7976/11617 [00:08<00:04, 901.48it/s] 69%|██████▉   | 8067/11617 [00:08<00:03, 903.18it/s] 70%|███████   | 8158/11617 [00:08<00:03, 900.96it/s] 71%|███████   | 8250/11617 [00:08<00:03, 900.80it/s] 72%|███████▏  | 8341/11617 [00:09<00:03, 901.56it/s] 73%|███████▎  | 8432/11617 [00:09<00:03, 903.66it/s] 73%|███████▎  | 8524/11617 [00:09<00:03, 908.37it/s] 74%|███████▍  | 8615/11617 [00:09<00:03, 903.46it/s] 75%|███████▍  | 8708/11617 [00:09<00:03, 906.37it/s] 76%|███████▌  | 8799/11617 [00:09<00:03, 901.73it/s] 77%|███████▋  | 8890/11617 [00:09<00:03, 903.73it/s] 77%|███████▋  | 8981/11617 [00:09<00:02, 904.67it/s] 78%|███████▊  | 9072/11617 [00:09<00:02, 901.85it/s] 79%|███████▉  | 9163/11617 [00:09<00:02, 902.86it/s] 80%|███████▉  | 9255/11617 [00:10<00:02, 902.01it/s] 80%|████████  | 9346/11617 [00:10<00:02, 899.30it/s] 81%|████████  | 9438/11617 [00:10<00:02, 899.86it/s] 82%|████████▏ | 9528/11617 [00:10<00:02, 894.70it/s] 83%|████████▎ | 9618/11617 [00:10<00:02, 892.26it/s] 84%|████████▎ | 9708/11617 [00:10<00:02, 892.14it/s] 84%|████████▍ | 9798/11617 [00:10<00:02, 894.20it/s] 85%|████████▌ | 9888/11617 [00:10<00:01, 889.82it/s] 86%|████████▌ | 9977/11617 [00:10<00:01, 881.23it/s] 87%|████████▋ | 10066/11617 [00:10<00:01, 880.86it/s] 87%|████████▋ | 10155/11617 [00:11<00:01, 871.87it/s] 88%|████████▊ | 10243/11617 [00:11<00:01, 871.05it/s] 89%|████████▉ | 10331/11617 [00:11<00:01, 871.44it/s] 90%|████████▉ | 10419/11617 [00:11<00:01, 872.92it/s] 90%|█████████ | 10507/11617 [00:11<00:01, 870.10it/s] 91%|█████████ | 10595/11617 [00:11<00:01, 866.30it/s] 92%|█████████▏| 10682/11617 [00:11<00:01, 867.20it/s] 93%|█████████▎| 10769/11617 [00:11<00:00, 864.90it/s] 93%|█████████▎| 10856/11617 [00:11<00:00, 856.54it/s] 94%|█████████▍| 10942/11617 [00:11<00:00, 857.18it/s] 95%|█████████▍| 11029/11617 [00:12<00:00, 860.51it/s] 96%|█████████▌| 11117/11617 [00:12<00:00, 861.00it/s] 96%|█████████▋| 11204/11617 [00:12<00:00, 861.62it/s] 97%|█████████▋| 11292/11617 [00:12<00:00, 866.42it/s] 98%|█████████▊| 11379/11617 [00:12<00:00, 865.12it/s] 99%|█████████▊| 11466/11617 [00:12<00:00, 853.35it/s] 99%|█████████▉| 11552/11617 [00:12<00:00, 853.35it/s]100%|██████████| 11617/11617 [00:12<00:00, 910.59it/s]
2026-07-10 15:42:03.426461: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:42:12.496479: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 15:42:12.497649: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 15:42:12.518180: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:82:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 15:42:12.518277: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:42:12.523593: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:42:12.523662: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:42:12.526525: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 15:42:12.528244: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 15:42:12.532370: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 15:42:12.534274: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 15:42:12.535831: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:42:12.536304: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 15:42:12.536738: 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 15:42:12.536843: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 15:42:12.537103: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:82:00.0 name: NVIDIA TITAN Xp computeCapability: 6.1
coreClock: 1.911GHz coreCount: 30 deviceMemorySize: 11.90GiB deviceMemoryBandwidth: 510.07GiB/s
2026-07-10 15:42:12.537152: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:42:12.537188: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:42:12.537221: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:42:12.537253: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 15:42:12.537285: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 15:42:12.537317: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 15:42:12.537349: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 15:42:12.537381: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:42:12.537795: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 15:42:12.537850: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 15:42:13.053863: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 15:42:13.053961: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 15:42:13.053980: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 15:42:13.054845: 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: 0000:82:00.0, compute capability: 6.1)
2026-07-10 15:42:13.114974: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:196] None of the MLIR optimization passes are enabled (registered 0 passes)
2026-07-10 15:42:13.132944: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2399955000 Hz
2026-07-10 15:42:24.949355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 15:42:25.191417: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 15:42:25.196105: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 15:42:26.043026: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 15:42:26.129861: 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)
