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 14:45:05.088080: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:47:10.868028: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 14:47:10.883002: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 14:47:10.915819: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN V computeCapability: 7.0
coreClock: 1.912GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s
2026-07-10 14:47:10.915924: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:47:11.511914: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:47:11.512123: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:47:12.013660: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 14:47:12.397881: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 14:47:12.936227: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 14:47:13.198540: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 14:47:13.322084: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:47:13.322797: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 14:47:13.323255: 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 14:47:13.323354: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 14:47:13.323675: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN V computeCapability: 7.0
coreClock: 1.912GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s
2026-07-10 14:47:13.323714: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:47:13.323745: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:47:13.323768: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:47:13.323809: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 14:47:13.323834: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 14:47:13.323857: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 14:47:13.323879: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 14:47:13.323901: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:47:13.324353: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 14:47:13.324393: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 14:47:15.935785: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 14:47:15.935878: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 14:47:15.935911: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 14:47:15.937186: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10901 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:02:00.0, compute capability: 7.0)
2026-07-10 14:47:28.157356: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-07-10 14:47:28.157998: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400080000 Hz
2026-07-10 14:47:41.923540: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 14:47:46.874456: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 14:47:46.918618: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 14:48:11.885251: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 14:48:12.873306: 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 16:19:15.752210: 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 16:19:22.672414: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 16:19:30.077709: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 16:19:30.079030: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 16:19:30.118131: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN V computeCapability: 7.0
coreClock: 1.912GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s
2026-07-10 16:19:30.118261: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 16:19:30.123519: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 16:19:30.123583: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 16:19:30.126130: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 16:19:30.127364: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 16:19:30.131719: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 16:19:30.137106: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 16:19:30.138378: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 16:19:30.139094: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 16:19:30.139455: 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 16:19:30.139552: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 16:19:30.139903: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN V computeCapability: 7.0
coreClock: 1.912GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s
2026-07-10 16:19:30.139959: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 16:19:30.140002: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 16:19:30.140029: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 16:19:30.140056: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 16:19:30.140082: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 16:19:30.140108: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 16:19:30.140134: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 16:19:30.140180: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 16:19:30.140676: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 16:19:30.140723: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 16:19:30.789719: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 16:19:30.789823: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 16:19:30.789844: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 16:19:30.790763: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10901 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:02:00.0, compute capability: 7.0)
/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%|          | 0/328 [00:00<?, ?it/s]2026-07-10 16:19:33.382869: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2026-07-10 16:19:33.383461: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400080000 Hz
2026-07-10 16:19:34.444699: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 16:19:35.681277: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 16:19:35.700864: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 16:19:40.621742: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 16:19:40.909867: 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%|          | 1/328 [01:25<7:44:51, 85.30s/it]batch:   1%|          | 2/328 [01:26<3:14:55, 35.88s/it]batch:   1%|          | 3/328 [01:27<1:48:45, 20.08s/it]batch:   1%|          | 4/328 [01:29<1:08:17, 12.65s/it]batch:   2%|▏         | 5/328 [01:30<45:58,  8.54s/it]  batch:   2%|▏         | 6/328 [01:31<32:32,  6.06s/it]batch:   2%|▏         | 7/328 [01:32<24:04,  4.50s/it]batch:   2%|▏         | 8/328 [01:34<18:26,  3.46s/it]batch:   3%|▎         | 9/328 [01:35<14:45,  2.77s/it]batch:   3%|▎         | 10/328 [01:36<12:14,  2.31s/it]batch:   3%|▎         | 11/328 [01:37<10:29,  1.98s/it]batch:   4%|▎         | 12/328 [01:39<09:15,  1.76s/it]batch:   4%|▍         | 13/328 [01:40<08:28,  1.61s/it]batch:   4%|▍         | 14/328 [01:41<07:47,  1.49s/it]batch:   5%|▍         | 15/328 [01:42<06:46,  1.30s/it]batch:   5%|▍         | 16/328 [01:42<05:22,  1.03s/it]batch:   5%|▌         | 17/328 [01:43<04:21,  1.19it/s]batch:   5%|▌         | 18/328 [01:43<03:39,  1.41it/s]batch:   6%|▌         | 19/328 [01:44<03:22,  1.53it/s]batch:   6%|▌         | 20/328 [01:44<02:57,  1.73it/s]batch:   6%|▋         | 21/328 [01:45<02:40,  1.91it/s]batch:   7%|▋         | 22/328 [01:45<02:29,  2.04it/s]batch:   7%|▋         | 23/328 [01:45<02:21,  2.16it/s]batch:   7%|▋         | 24/328 [01:46<02:15,  2.24it/s]batch:   8%|▊         | 25/328 [01:46<02:11,  2.30it/s]batch:   8%|▊         | 26/328 [01:47<02:08,  2.35it/s]batch:   8%|▊         | 27/328 [01:47<02:06,  2.38it/s]batch:   9%|▊         | 28/328 [01:47<02:04,  2.40it/s]batch:   9%|▉         | 29/328 [01:48<02:03,  2.42it/s]batch:   9%|▉         | 30/328 [01:48<02:02,  2.44it/s]batch:   9%|▉         | 31/328 [01:49<02:01,  2.44it/s]batch:  10%|▉         | 32/328 [01:49<02:01,  2.44it/s]batch:  10%|█         | 33/328 [01:49<01:59,  2.46it/s]batch:  10%|█         | 34/328 [01:50<01:58,  2.48it/s]batch:  11%|█         | 35/328 [01:50<01:57,  2.49it/s]batch:  11%|█         | 36/328 [01:51<01:56,  2.50it/s]batch:  11%|█▏        | 37/328 [01:51<01:56,  2.51it/s]batch:  12%|█▏        | 38/328 [01:51<01:55,  2.51it/s]batch:  12%|█▏        | 39/328 [01:52<01:54,  2.52it/s]batch:  12%|█▏        | 40/328 [01:52<01:54,  2.52it/s]batch:  12%|█▎        | 41/328 [01:53<01:53,  2.52it/s]batch:  13%|█▎        | 42/328 [01:53<01:53,  2.53it/s]batch:  13%|█▎        | 43/328 [01:53<01:52,  2.52it/s]batch:  13%|█▎        | 44/328 [01:54<01:52,  2.53it/s]batch:  14%|█▎        | 45/328 [01:54<01:52,  2.53it/s]batch:  14%|█▍        | 46/328 [01:55<01:51,  2.52it/s]batch:  14%|█▍        | 47/328 [01:55<01:51,  2.52it/s]batch:  15%|█▍        | 48/328 [01:55<01:51,  2.52it/s]batch:  15%|█▍        | 49/328 [01:56<01:50,  2.52it/s]batch:  15%|█▌        | 50/328 [01:56<01:50,  2.52it/s]batch:  16%|█▌        | 51/328 [01:57<01:50,  2.52it/s]batch:  16%|█▌        | 52/328 [01:57<01:49,  2.52it/s]batch:  16%|█▌        | 53/328 [01:57<01:49,  2.52it/s]batch:  16%|█▋        | 54/328 [01:58<01:48,  2.52it/s]batch:  17%|█▋        | 55/328 [01:58<01:48,  2.52it/s]batch:  17%|█▋        | 56/328 [01:59<01:47,  2.52it/s]batch:  17%|█▋        | 57/328 [01:59<01:47,  2.53it/s]batch:  18%|█▊        | 58/328 [01:59<01:47,  2.51it/s]batch:  18%|█▊        | 59/328 [02:00<01:46,  2.51it/s]batch:  18%|█▊        | 60/328 [02:00<01:46,  2.51it/s]batch:  19%|█▊        | 61/328 [02:01<01:46,  2.51it/s]batch:  19%|█▉        | 62/328 [02:01<01:46,  2.50it/s]batch:  19%|█▉        | 63/328 [02:01<01:46,  2.49it/s]batch:  20%|█▉        | 64/328 [02:02<01:45,  2.51it/s]batch:  20%|█▉        | 65/328 [02:02<01:44,  2.51it/s]batch:  20%|██        | 66/328 [02:03<01:44,  2.51it/s]batch:  20%|██        | 67/328 [02:03<01:43,  2.51it/s]batch:  21%|██        | 68/328 [02:03<01:43,  2.51it/s]batch:  21%|██        | 69/328 [02:04<01:43,  2.50it/s]batch:  21%|██▏       | 70/328 [02:04<01:43,  2.49it/s]batch:  22%|██▏       | 71/328 [02:05<01:42,  2.50it/s]batch:  22%|██▏       | 72/328 [02:05<01:42,  2.50it/s]batch:  22%|██▏       | 73/328 [02:05<01:41,  2.50it/s]batch:  23%|██▎       | 74/328 [02:06<01:41,  2.51it/s]batch:  23%|██▎       | 75/328 [02:06<01:41,  2.50it/s]batch:  23%|██▎       | 76/328 [02:07<01:40,  2.51it/s]batch:  23%|██▎       | 77/328 [02:07<01:39,  2.51it/s]batch:  24%|██▍       | 78/328 [02:07<01:39,  2.52it/s]batch:  24%|██▍       | 79/328 [02:08<01:38,  2.52it/s]batch:  24%|██▍       | 80/328 [02:08<01:38,  2.51it/s]batch:  25%|██▍       | 81/328 [02:09<01:38,  2.51it/s]batch:  25%|██▌       | 82/328 [02:09<01:37,  2.51it/s]batch:  25%|██▌       | 83/328 [02:09<01:37,  2.50it/s]batch:  26%|██▌       | 84/328 [02:10<01:37,  2.50it/s]batch:  26%|██▌       | 85/328 [02:10<01:37,  2.49it/s]batch:  26%|██▌       | 86/328 [02:11<01:36,  2.50it/s]batch:  27%|██▋       | 87/328 [02:11<01:36,  2.50it/s]batch:  27%|██▋       | 88/328 [02:11<01:35,  2.51it/s]batch:  27%|██▋       | 89/328 [02:12<01:35,  2.51it/s]batch:  27%|██▋       | 90/328 [02:12<01:34,  2.52it/s]batch:  28%|██▊       | 91/328 [02:12<01:33,  2.52it/s]batch:  28%|██▊       | 92/328 [02:13<01:33,  2.52it/s]batch:  28%|██▊       | 93/328 [02:13<01:33,  2.52it/s]batch:  29%|██▊       | 94/328 [02:14<01:33,  2.51it/s]batch:  29%|██▉       | 95/328 [02:14<01:32,  2.51it/s]batch:  29%|██▉       | 96/328 [02:14<01:32,  2.51it/s]batch:  30%|██▉       | 97/328 [02:15<01:32,  2.48it/s]batch:  30%|██▉       | 98/328 [02:15<01:33,  2.47it/s]batch:  30%|███       | 99/328 [02:16<01:33,  2.46it/s]batch:  30%|███       | 100/328 [02:16<01:32,  2.46it/s]batch:  31%|███       | 101/328 [02:17<01:32,  2.46it/s]batch:  31%|███       | 102/328 [02:17<01:32,  2.45it/s]batch:  31%|███▏      | 103/328 [02:17<01:31,  2.45it/s]batch:  32%|███▏      | 104/328 [02:18<01:31,  2.45it/s]batch:  32%|███▏      | 105/328 [02:18<01:31,  2.45it/s]batch:  32%|███▏      | 106/328 [02:19<01:30,  2.45it/s]batch:  33%|███▎      | 107/328 [02:19<01:29,  2.46it/s]batch:  33%|███▎      | 108/328 [02:19<01:28,  2.47it/s]batch:  33%|███▎      | 109/328 [02:20<01:28,  2.47it/s]batch:  34%|███▎      | 110/328 [02:20<01:28,  2.48it/s]batch:  34%|███▍      | 111/328 [02:21<01:27,  2.48it/s]batch:  34%|███▍      | 112/328 [02:21<01:27,  2.48it/s]batch:  34%|███▍      | 113/328 [02:21<01:26,  2.49it/s]batch:  35%|███▍      | 114/328 [02:22<01:26,  2.48it/s]batch:  35%|███▌      | 115/328 [02:22<01:25,  2.49it/s]batch:  35%|███▌      | 116/328 [02:23<01:25,  2.49it/s]batch:  36%|███▌      | 117/328 [02:23<01:24,  2.50it/s]batch:  36%|███▌      | 118/328 [02:23<01:24,  2.50it/s]batch:  36%|███▋      | 119/328 [02:24<01:23,  2.50it/s]batch:  37%|███▋      | 120/328 [02:24<01:23,  2.49it/s]batch:  37%|███▋      | 121/328 [02:25<01:23,  2.49it/s]batch:  37%|███▋      | 122/328 [02:25<01:22,  2.49it/s]batch:  38%|███▊      | 123/328 [02:25<01:22,  2.49it/s]batch:  38%|███▊      | 124/328 [02:26<01:21,  2.50it/s]batch:  38%|███▊      | 125/328 [02:26<01:21,  2.49it/s]batch:  38%|███▊      | 126/328 [02:27<01:21,  2.47it/s]batch:  39%|███▊      | 127/328 [02:27<01:21,  2.47it/s]batch:  39%|███▉      | 128/328 [02:27<01:21,  2.45it/s]batch:  39%|███▉      | 129/328 [02:28<01:21,  2.45it/s]batch:  40%|███▉      | 130/328 [02:28<01:20,  2.46it/s]batch:  40%|███▉      | 131/328 [02:29<01:19,  2.46it/s]batch:  40%|████      | 132/328 [02:29<01:19,  2.48it/s]batch:  41%|████      | 133/328 [02:29<01:19,  2.45it/s]batch:  41%|████      | 134/328 [02:30<01:19,  2.45it/s]batch:  41%|████      | 135/328 [02:30<01:19,  2.44it/s]batch:  41%|████▏     | 136/328 [02:31<01:18,  2.44it/s]batch:  42%|████▏     | 137/328 [02:31<01:18,  2.44it/s]batch:  42%|████▏     | 138/328 [02:32<01:17,  2.44it/s]batch:  42%|████▏     | 139/328 [02:32<01:17,  2.45it/s]batch:  43%|████▎     | 140/328 [02:32<01:16,  2.45it/s]batch:  43%|████▎     | 141/328 [02:33<01:16,  2.45it/s]batch:  43%|████▎     | 142/328 [02:33<01:16,  2.45it/s]batch:  44%|████▎     | 143/328 [02:34<01:15,  2.45it/s]batch:  44%|████▍     | 144/328 [02:34<01:14,  2.47it/s]batch:  44%|████▍     | 145/328 [02:34<01:14,  2.47it/s]batch:  45%|████▍     | 146/328 [02:35<01:13,  2.48it/s]batch:  45%|████▍     | 147/328 [02:35<01:12,  2.50it/s]batch:  45%|████▌     | 148/328 [02:36<01:12,  2.50it/s]batch:  45%|████▌     | 149/328 [02:36<01:11,  2.50it/s]batch:  46%|████▌     | 150/328 [02:36<01:11,  2.50it/s]batch:  46%|████▌     | 151/328 [02:37<01:10,  2.50it/s]batch:  46%|████▋     | 152/328 [02:37<01:10,  2.51it/s]batch:  47%|████▋     | 153/328 [02:38<01:09,  2.50it/s]batch:  47%|████▋     | 154/328 [02:38<01:09,  2.51it/s]batch:  47%|████▋     | 155/328 [02:38<01:09,  2.50it/s]batch:  48%|████▊     | 156/328 [02:39<01:08,  2.50it/s]batch:  48%|████▊     | 157/328 [02:39<01:08,  2.50it/s]batch:  48%|████▊     | 158/328 [02:40<01:07,  2.51it/s]batch:  48%|████▊     | 159/328 [02:40<01:07,  2.51it/s]batch:  49%|████▉     | 160/328 [02:40<01:07,  2.50it/s]batch:  49%|████▉     | 161/328 [02:41<01:06,  2.50it/s]batch:  49%|████▉     | 162/328 [02:41<01:06,  2.49it/s]batch:  50%|████▉     | 163/328 [02:42<01:06,  2.50it/s]batch:  50%|█████     | 164/328 [02:42<01:05,  2.51it/s]batch:  50%|█████     | 165/328 [02:42<01:05,  2.50it/s]batch:  51%|█████     | 166/328 [02:43<01:04,  2.50it/s]batch:  51%|█████     | 167/328 [02:43<01:04,  2.50it/s]batch:  51%|█████     | 168/328 [02:44<01:03,  2.50it/s]batch:  52%|█████▏    | 169/328 [02:44<01:03,  2.51it/s]batch:  52%|█████▏    | 170/328 [02:44<01:03,  2.50it/s]batch:  52%|█████▏    | 171/328 [02:45<01:02,  2.50it/s]batch:  52%|█████▏    | 172/328 [02:45<01:03,  2.48it/s]batch:  53%|█████▎    | 173/328 [02:46<01:02,  2.48it/s]batch:  53%|█████▎    | 174/328 [02:46<01:01,  2.49it/s]batch:  53%|█████▎    | 175/328 [02:46<01:01,  2.50it/s]batch:  54%|█████▎    | 176/328 [02:47<01:00,  2.51it/s]batch:  54%|█████▍    | 177/328 [02:47<01:00,  2.50it/s]batch:  54%|█████▍    | 178/328 [02:48<01:00,  2.50it/s]batch:  55%|█████▍    | 179/328 [02:48<00:59,  2.49it/s]batch:  55%|█████▍    | 180/328 [02:48<00:59,  2.49it/s]batch:  55%|█████▌    | 181/328 [02:49<00:59,  2.49it/s]batch:  55%|█████▌    | 182/328 [02:49<00:59,  2.47it/s]batch:  56%|█████▌    | 183/328 [02:50<00:58,  2.48it/s]batch:  56%|█████▌    | 184/328 [02:50<00:58,  2.48it/s]batch:  56%|█████▋    | 185/328 [02:50<00:57,  2.49it/s]batch:  57%|█████▋    | 186/328 [02:51<00:56,  2.49it/s]batch:  57%|█████▋    | 187/328 [02:51<00:56,  2.49it/s]batch:  57%|█████▋    | 188/328 [02:52<00:56,  2.49it/s]batch:  58%|█████▊    | 189/328 [02:52<00:55,  2.48it/s]batch:  58%|█████▊    | 190/328 [02:52<00:55,  2.48it/s]batch:  58%|█████▊    | 191/328 [02:53<00:55,  2.48it/s]batch:  59%|█████▊    | 192/328 [02:53<00:54,  2.48it/s]batch:  59%|█████▉    | 193/328 [02:54<00:54,  2.49it/s]batch:  59%|█████▉    | 194/328 [02:54<00:53,  2.49it/s]batch:  59%|█████▉    | 195/328 [02:54<00:54,  2.46it/s]batch:  60%|█████▉    | 196/328 [02:55<00:53,  2.46it/s]batch:  60%|██████    | 197/328 [02:55<00:52,  2.48it/s]batch:  60%|██████    | 198/328 [02:56<00:52,  2.49it/s]batch:  61%|██████    | 199/328 [02:56<00:51,  2.48it/s]batch:  61%|██████    | 200/328 [02:56<00:51,  2.49it/s]batch:  61%|██████▏   | 201/328 [02:57<00:50,  2.49it/s]batch:  62%|██████▏   | 202/328 [02:57<00:50,  2.50it/s]batch:  62%|██████▏   | 203/328 [02:58<00:50,  2.50it/s]batch:  62%|██████▏   | 204/328 [02:58<00:49,  2.50it/s]batch:  62%|██████▎   | 205/328 [02:58<00:49,  2.50it/s]batch:  63%|██████▎   | 206/328 [02:59<00:48,  2.50it/s]batch:  63%|██████▎   | 207/328 [02:59<00:48,  2.50it/s]batch:  63%|██████▎   | 208/328 [03:00<00:48,  2.49it/s]batch:  64%|██████▎   | 209/328 [03:00<00:47,  2.50it/s]batch:  64%|██████▍   | 210/328 [03:00<00:47,  2.50it/s]batch:  64%|██████▍   | 211/328 [03:01<00:47,  2.49it/s]batch:  65%|██████▍   | 212/328 [03:01<00:46,  2.49it/s]batch:  65%|██████▍   | 213/328 [03:02<00:46,  2.49it/s]batch:  65%|██████▌   | 214/328 [03:02<00:45,  2.50it/s]batch:  66%|██████▌   | 215/328 [03:02<00:45,  2.50it/s]batch:  66%|██████▌   | 216/328 [03:03<00:45,  2.49it/s]batch:  66%|██████▌   | 217/328 [03:03<00:44,  2.49it/s]batch:  66%|██████▋   | 218/328 [03:04<00:44,  2.49it/s]batch:  67%|██████▋   | 219/328 [03:04<00:43,  2.49it/s]batch:  67%|██████▋   | 220/328 [03:04<00:43,  2.48it/s]batch:  67%|██████▋   | 221/328 [03:05<00:43,  2.48it/s]batch:  68%|██████▊   | 222/328 [03:05<00:42,  2.49it/s]batch:  68%|██████▊   | 223/328 [03:06<00:42,  2.48it/s]batch:  68%|██████▊   | 224/328 [03:06<00:41,  2.48it/s]batch:  69%|██████▊   | 225/328 [03:06<00:41,  2.49it/s]batch:  69%|██████▉   | 226/328 [03:07<00:40,  2.49it/s]batch:  69%|██████▉   | 227/328 [03:07<00:40,  2.50it/s]batch:  70%|██████▉   | 228/328 [03:08<00:40,  2.49it/s]batch:  70%|██████▉   | 229/328 [03:08<00:39,  2.49it/s]batch:  70%|███████   | 230/328 [03:08<00:39,  2.49it/s]batch:  70%|███████   | 231/328 [03:09<00:39,  2.49it/s]batch:  71%|███████   | 232/328 [03:09<00:38,  2.49it/s]batch:  71%|███████   | 233/328 [03:10<00:38,  2.49it/s]batch:  71%|███████▏  | 234/328 [03:10<00:37,  2.49it/s]batch:  72%|███████▏  | 235/328 [03:10<00:37,  2.50it/s]batch:  72%|███████▏  | 236/328 [03:11<00:36,  2.50it/s]batch:  72%|███████▏  | 237/328 [03:11<00:36,  2.51it/s]batch:  73%|███████▎  | 238/328 [03:12<00:35,  2.50it/s]batch:  73%|███████▎  | 239/328 [03:12<00:35,  2.51it/s]batch:  73%|███████▎  | 240/328 [03:12<00:35,  2.50it/s]batch:  73%|███████▎  | 241/328 [03:13<00:34,  2.50it/s]batch:  74%|███████▍  | 242/328 [03:13<00:34,  2.51it/s]batch:  74%|███████▍  | 243/328 [03:14<00:33,  2.50it/s]batch:  74%|███████▍  | 244/328 [03:14<00:33,  2.51it/s]batch:  75%|███████▍  | 245/328 [03:14<00:33,  2.51it/s]batch:  75%|███████▌  | 246/328 [03:15<00:32,  2.50it/s]batch:  75%|███████▌  | 247/328 [03:15<00:32,  2.48it/s]batch:  76%|███████▌  | 248/328 [03:16<00:32,  2.48it/s]batch:  76%|███████▌  | 249/328 [03:16<00:31,  2.49it/s]batch:  76%|███████▌  | 250/328 [03:16<00:31,  2.49it/s]batch:  77%|███████▋  | 251/328 [03:17<00:30,  2.50it/s]batch:  77%|███████▋  | 252/328 [03:17<00:30,  2.49it/s]batch:  77%|███████▋  | 253/328 [03:18<00:30,  2.49it/s]batch:  77%|███████▋  | 254/328 [03:18<00:29,  2.50it/s]batch:  78%|███████▊  | 255/328 [03:18<00:29,  2.49it/s]batch:  78%|███████▊  | 256/328 [03:19<00:28,  2.49it/s]batch:  78%|███████▊  | 257/328 [03:19<00:28,  2.47it/s]batch:  79%|███████▊  | 258/328 [03:20<00:28,  2.49it/s]batch:  79%|███████▉  | 259/328 [03:20<00:27,  2.49it/s]batch:  79%|███████▉  | 260/328 [03:20<00:27,  2.49it/s]batch:  80%|███████▉  | 261/328 [03:21<00:26,  2.50it/s]batch:  80%|███████▉  | 262/328 [03:21<00:26,  2.50it/s]batch:  80%|████████  | 263/328 [03:22<00:25,  2.51it/s]batch:  80%|████████  | 264/328 [03:22<00:25,  2.51it/s]batch:  81%|████████  | 265/328 [03:22<00:25,  2.51it/s]batch:  81%|████████  | 266/328 [03:23<00:24,  2.51it/s]batch:  81%|████████▏ | 267/328 [03:23<00:24,  2.50it/s]batch:  82%|████████▏ | 268/328 [03:24<00:24,  2.49it/s]batch:  82%|████████▏ | 269/328 [03:24<00:23,  2.50it/s]batch:  82%|████████▏ | 270/328 [03:24<00:23,  2.50it/s]batch:  83%|████████▎ | 271/328 [03:25<00:22,  2.50it/s]batch:  83%|████████▎ | 272/328 [03:25<00:22,  2.49it/s]batch:  83%|████████▎ | 273/328 [03:26<00:21,  2.50it/s]batch:  84%|████████▎ | 274/328 [03:26<00:21,  2.50it/s]batch:  84%|████████▍ | 275/328 [03:26<00:21,  2.51it/s]batch:  84%|████████▍ | 276/328 [03:27<00:20,  2.50it/s]batch:  84%|████████▍ | 277/328 [03:27<00:20,  2.51it/s]batch:  85%|████████▍ | 278/328 [03:28<00:19,  2.51it/s]batch:  85%|████████▌ | 279/328 [03:28<00:19,  2.50it/s]batch:  85%|████████▌ | 280/328 [03:28<00:19,  2.51it/s]batch:  86%|████████▌ | 281/328 [03:29<00:18,  2.51it/s]batch:  86%|████████▌ | 282/328 [03:29<00:18,  2.51it/s]batch:  86%|████████▋ | 283/328 [03:30<00:17,  2.51it/s]batch:  87%|████████▋ | 284/328 [03:30<00:17,  2.51it/s]batch:  87%|████████▋ | 285/328 [03:30<00:17,  2.51it/s]batch:  87%|████████▋ | 286/328 [03:31<00:16,  2.51it/s]batch:  88%|████████▊ | 287/328 [03:31<00:16,  2.50it/s]batch:  88%|████████▊ | 288/328 [03:32<00:16,  2.50it/s]batch:  88%|████████▊ | 289/328 [03:32<00:15,  2.50it/s]batch:  88%|████████▊ | 290/328 [03:32<00:15,  2.50it/s]batch:  89%|████████▊ | 291/328 [03:33<00:14,  2.50it/s]batch:  89%|████████▉ | 292/328 [03:33<00:14,  2.50it/s]batch:  89%|████████▉ | 293/328 [03:34<00:13,  2.50it/s]batch:  90%|████████▉ | 294/328 [03:34<00:13,  2.51it/s]batch:  90%|████████▉ | 295/328 [03:34<00:13,  2.51it/s]batch:  90%|█████████ | 296/328 [03:35<00:12,  2.50it/s]batch:  91%|█████████ | 297/328 [03:35<00:12,  2.51it/s]batch:  91%|█████████ | 298/328 [03:36<00:11,  2.51it/s]batch:  91%|█████████ | 299/328 [03:36<00:11,  2.51it/s]batch:  91%|█████████▏| 300/328 [03:36<00:11,  2.51it/s]batch:  92%|█████████▏| 301/328 [03:37<00:10,  2.50it/s]batch:  92%|█████████▏| 302/328 [03:37<00:10,  2.51it/s]batch:  92%|█████████▏| 303/328 [03:38<00:09,  2.51it/s]batch:  93%|█████████▎| 304/328 [03:38<00:09,  2.51it/s]batch:  93%|█████████▎| 305/328 [03:38<00:09,  2.51it/s]batch:  93%|█████████▎| 306/328 [03:39<00:08,  2.49it/s]batch:  94%|█████████▎| 307/328 [03:39<00:08,  2.50it/s]batch:  94%|█████████▍| 308/328 [03:40<00:08,  2.50it/s]batch:  94%|█████████▍| 309/328 [03:40<00:07,  2.50it/s]batch:  95%|█████████▍| 310/328 [03:40<00:07,  2.50it/s]batch:  95%|█████████▍| 311/328 [03:41<00:06,  2.50it/s]batch:  95%|█████████▌| 312/328 [03:41<00:06,  2.51it/s]batch:  95%|█████████▌| 313/328 [03:42<00:06,  2.49it/s]batch:  96%|█████████▌| 314/328 [03:42<00:05,  2.50it/s]batch:  96%|█████████▌| 315/328 [03:42<00:05,  2.51it/s]batch:  96%|█████████▋| 316/328 [03:43<00:04,  2.51it/s]batch:  97%|█████████▋| 317/328 [03:43<00:04,  2.51it/s]batch:  97%|█████████▋| 318/328 [03:44<00:03,  2.51it/s]batch:  97%|█████████▋| 319/328 [03:44<00:03,  2.51it/s]batch:  98%|█████████▊| 320/328 [03:44<00:03,  2.49it/s]batch:  98%|█████████▊| 321/328 [03:45<00:02,  2.48it/s]batch:  98%|█████████▊| 322/328 [03:45<00:02,  2.48it/s]batch:  98%|█████████▊| 323/328 [03:46<00:02,  2.46it/s]batch:  99%|█████████▉| 324/328 [03:46<00:01,  2.47it/s]batch:  99%|█████████▉| 325/328 [03:46<00:01,  2.48it/s]batch:  99%|█████████▉| 326/328 [03:47<00:00,  2.49it/s]batch: 100%|█████████▉| 327/328 [03:47<00:00,  2.77it/s]batch: 100%|██████████| 328/328 [03:47<00:00,  1.44it/s]
  0%|          | 0/20902 [00:00<?, ?it/s]  0%|          | 53/20902 [00:00<00:39, 524.78it/s]  1%|          | 135/20902 [00:00<00:29, 697.52it/s]  1%|          | 221/20902 [00:00<00:27, 765.42it/s]  1%|▏         | 310/20902 [00:00<00:25, 809.78it/s]  2%|▏         | 398/20902 [00:00<00:24, 830.14it/s]  2%|▏         | 487/20902 [00:00<00:24, 844.90it/s]  3%|▎         | 576/20902 [00:00<00:23, 856.59it/s]  3%|▎         | 664/20902 [00:00<00:23, 862.34it/s]  4%|▎         | 752/20902 [00:00<00:23, 865.17it/s]  4%|▍         | 839/20902 [00:01<00:23, 864.16it/s]  4%|▍         | 927/20902 [00:01<00:23, 865.92it/s]  5%|▍         | 1014/20902 [00:01<00:22, 866.69it/s]  5%|▌         | 1101/20902 [00:01<00:22, 862.72it/s]  6%|▌         | 1188/20902 [00:01<00:22, 862.27it/s]  6%|▌         | 1275/20902 [00:01<00:22, 862.89it/s]  7%|▋         | 1364/20902 [00:01<00:22, 864.93it/s]  7%|▋         | 1452/20902 [00:01<00:22, 866.05it/s]  7%|▋         | 1540/20902 [00:01<00:22, 865.94it/s]  8%|▊         | 1628/20902 [00:01<00:22, 866.58it/s]  8%|▊         | 1715/20902 [00:02<00:22, 866.34it/s]  9%|▊         | 1803/20902 [00:02<00:21, 868.93it/s]  9%|▉         | 1892/20902 [00:02<00:21, 874.65it/s]  9%|▉         | 1980/20902 [00:02<00:21, 875.22it/s] 10%|▉         | 2068/20902 [00:02<00:21, 875.08it/s] 10%|█         | 2156/20902 [00:02<00:21, 872.46it/s] 11%|█         | 2244/20902 [00:02<00:21, 871.43it/s] 11%|█         | 2334/20902 [00:02<00:21, 878.00it/s] 12%|█▏        | 2422/20902 [00:02<00:21, 877.37it/s] 12%|█▏        | 2510/20902 [00:02<00:21, 874.73it/s] 12%|█▏        | 2598/20902 [00:03<00:20, 876.14it/s] 13%|█▎        | 2687/20902 [00:03<00:20, 878.55it/s] 13%|█▎        | 2775/20902 [00:03<00:20, 871.05it/s] 14%|█▎        | 2863/20902 [00:03<00:20, 871.52it/s] 14%|█▍        | 2952/20902 [00:03<00:20, 875.51it/s] 15%|█▍        | 3040/20902 [00:03<00:20, 876.10it/s] 15%|█▍        | 3128/20902 [00:03<00:20, 875.47it/s] 15%|█▌        | 3216/20902 [00:03<00:20, 867.22it/s] 16%|█▌        | 3304/20902 [00:03<00:20, 866.30it/s] 16%|█▌        | 3392/20902 [00:03<00:20, 863.67it/s] 17%|█▋        | 3479/20902 [00:04<00:20, 865.37it/s] 17%|█▋        | 3566/20902 [00:04<00:20, 864.91it/s] 17%|█▋        | 3653/20902 [00:04<00:19, 863.60it/s] 18%|█▊        | 3740/20902 [00:04<00:19, 863.94it/s] 18%|█▊        | 3828/20902 [00:04<00:19, 865.06it/s] 19%|█▊        | 3916/20902 [00:04<00:19, 863.37it/s] 19%|█▉        | 4005/20902 [00:04<00:19, 867.19it/s] 20%|█▉        | 4092/20902 [00:04<00:19, 862.88it/s] 20%|█▉        | 4180/20902 [00:04<00:19, 863.64it/s] 20%|██        | 4268/20902 [00:04<00:19, 866.17it/s] 21%|██        | 4356/20902 [00:05<00:19, 869.35it/s] 21%|██▏       | 4444/20902 [00:05<00:18, 868.70it/s] 22%|██▏       | 4531/20902 [00:05<00:18, 869.02it/s] 22%|██▏       | 4618/20902 [00:05<00:18, 865.56it/s] 23%|██▎       | 4709/20902 [00:05<00:18, 872.50it/s] 23%|██▎       | 4798/20902 [00:05<00:18, 871.80it/s] 23%|██▎       | 4886/20902 [00:05<00:18, 867.66it/s] 24%|██▍       | 4973/20902 [00:05<00:18, 867.43it/s] 24%|██▍       | 5060/20902 [00:05<00:18, 863.16it/s] 25%|██▍       | 5147/20902 [00:05<00:18, 864.84it/s] 25%|██▌       | 5235/20902 [00:06<00:18, 863.61it/s] 25%|██▌       | 5322/20902 [00:06<00:18, 863.70it/s] 26%|██▌       | 5409/20902 [00:06<00:17, 861.47it/s] 26%|██▋       | 5496/20902 [00:06<00:17, 857.19it/s] 27%|██▋       | 5583/20902 [00:06<00:17, 858.55it/s] 27%|██▋       | 5669/20902 [00:06<00:17, 856.69it/s] 28%|██▊       | 5756/20902 [00:06<00:17, 854.54it/s] 28%|██▊       | 5844/20902 [00:06<00:17, 856.73it/s] 28%|██▊       | 5930/20902 [00:06<00:17, 856.62it/s] 29%|██▉       | 6016/20902 [00:06<00:17, 852.78it/s] 29%|██▉       | 6102/20902 [00:07<00:17, 852.34it/s] 30%|██▉       | 6188/20902 [00:07<00:17, 851.66it/s] 30%|███       | 6274/20902 [00:07<00:17, 848.82it/s] 30%|███       | 6359/20902 [00:07<00:17, 848.11it/s] 31%|███       | 6444/20902 [00:07<00:17, 844.63it/s] 31%|███       | 6530/20902 [00:07<00:16, 848.42it/s] 32%|███▏      | 6615/20902 [00:07<00:16, 848.04it/s] 32%|███▏      | 6702/20902 [00:07<00:16, 849.08it/s] 32%|███▏      | 6787/20902 [00:07<00:16, 846.05it/s] 33%|███▎      | 6873/20902 [00:07<00:16, 844.64it/s] 33%|███▎      | 6958/20902 [00:08<00:16, 842.92it/s] 34%|███▎      | 7044/20902 [00:08<00:16, 843.13it/s] 34%|███▍      | 7129/20902 [00:08<00:16, 843.31it/s] 35%|███▍      | 7215/20902 [00:08<00:16, 842.66it/s] 35%|███▍      | 7300/20902 [00:08<00:16, 844.07it/s] 35%|███▌      | 7385/20902 [00:08<00:16, 836.62it/s] 36%|███▌      | 7469/20902 [00:08<00:16, 830.91it/s] 36%|███▌      | 7555/20902 [00:08<00:16, 833.38it/s] 37%|███▋      | 7641/20902 [00:08<00:15, 837.80it/s] 37%|███▋      | 7726/20902 [00:09<00:15, 840.38it/s] 37%|███▋      | 7811/20902 [00:09<00:15, 840.25it/s] 38%|███▊      | 7896/20902 [00:09<00:15, 841.58it/s] 38%|███▊      | 7981/20902 [00:09<00:15, 837.33it/s] 39%|███▊      | 8065/20902 [00:09<00:15, 834.90it/s] 39%|███▉      | 8149/20902 [00:09<00:15, 832.18it/s] 39%|███▉      | 8233/20902 [00:09<00:15, 833.73it/s] 40%|███▉      | 8317/20902 [00:09<00:15, 831.83it/s] 40%|████      | 8402/20902 [00:09<00:14, 836.87it/s] 41%|████      | 8490/20902 [00:09<00:14, 843.21it/s] 41%|████      | 8575/20902 [00:10<00:14, 842.67it/s] 41%|████▏     | 8660/20902 [00:10<00:14, 841.74it/s] 42%|████▏     | 8745/20902 [00:10<00:14, 843.05it/s] 42%|████▏     | 8830/20902 [00:10<00:14, 843.45it/s] 43%|████▎     | 8915/20902 [00:10<00:14, 843.49it/s] 43%|████▎     | 9000/20902 [00:10<00:14, 839.12it/s] 43%|████▎     | 9085/20902 [00:10<00:14, 837.52it/s] 44%|████▍     | 9169/20902 [00:10<00:14, 834.19it/s] 44%|████▍     | 9253/20902 [00:10<00:14, 828.11it/s] 45%|████▍     | 9336/20902 [00:10<00:13, 826.97it/s] 45%|████▌     | 9419/20902 [00:11<00:13, 826.30it/s] 45%|████▌     | 9502/20902 [00:11<00:13, 823.47it/s] 46%|████▌     | 9586/20902 [00:11<00:13, 828.09it/s] 46%|████▋     | 9669/20902 [00:11<00:13, 822.83it/s] 47%|████▋     | 9752/20902 [00:11<00:13, 821.37it/s] 47%|████▋     | 9837/20902 [00:11<00:13, 829.82it/s] 47%|████▋     | 9920/20902 [00:11<00:13, 823.82it/s] 48%|████▊     | 10003/20902 [00:11<00:13, 825.07it/s] 48%|████▊     | 10087/20902 [00:11<00:13, 829.27it/s] 49%|████▊     | 10170/20902 [00:11<00:12, 827.82it/s] 49%|████▉     | 10254/20902 [00:12<00:12, 828.07it/s] 49%|████▉     | 10337/20902 [00:12<00:12, 824.99it/s] 50%|████▉     | 10420/20902 [00:12<00:12, 825.44it/s] 50%|█████     | 10504/20902 [00:12<00:12, 823.87it/s] 51%|█████     | 10589/20902 [00:12<00:12, 825.33it/s] 51%|█████     | 10674/20902 [00:12<00:12, 828.45it/s] 51%|█████▏    | 10757/20902 [00:12<00:12, 828.84it/s] 52%|█████▏    | 10840/20902 [00:12<00:12, 827.41it/s] 52%|█████▏    | 10923/20902 [00:12<00:12, 820.31it/s] 53%|█████▎    | 11006/20902 [00:12<00:12, 821.86it/s] 53%|█████▎    | 11089/20902 [00:13<00:11, 824.04it/s] 53%|█████▎    | 11174/20902 [00:13<00:11, 830.85it/s] 54%|█████▍    | 11258/20902 [00:13<00:11, 828.02it/s] 54%|█████▍    | 11341/20902 [00:13<00:11, 822.91it/s] 55%|█████▍    | 11424/20902 [00:13<00:11, 821.09it/s] 55%|█████▌    | 11510/20902 [00:13<00:11, 826.62it/s] 55%|█████▌    | 11593/20902 [00:13<00:11, 825.89it/s] 56%|█████▌    | 11676/20902 [00:13<00:11, 826.18it/s] 56%|█████▋    | 11759/20902 [00:13<00:11, 822.69it/s] 57%|█████▋    | 11842/20902 [00:13<00:11, 813.49it/s] 57%|█████▋    | 11924/20902 [00:14<00:11, 806.51it/s] 57%|█████▋    | 12005/20902 [00:14<00:11, 805.64it/s] 58%|█████▊    | 12086/20902 [00:14<00:11, 801.19it/s] 58%|█████▊    | 12167/20902 [00:14<00:11, 792.32it/s] 59%|█████▊    | 12247/20902 [00:14<00:10, 793.97it/s] 59%|█████▉    | 12328/20902 [00:14<00:10, 798.57it/s] 59%|█████▉    | 12412/20902 [00:14<00:10, 808.12it/s] 60%|█████▉    | 12495/20902 [00:14<00:10, 808.50it/s] 60%|██████    | 12577/20902 [00:14<00:10, 808.40it/s] 61%|██████    | 12660/20902 [00:15<00:10, 814.45it/s] 61%|██████    | 12742/20902 [00:15<00:10, 814.64it/s] 61%|██████▏   | 12825/20902 [00:15<00:09, 818.43it/s] 62%|██████▏   | 12907/20902 [00:15<00:09, 814.20it/s] 62%|██████▏   | 12989/20902 [00:15<00:09, 808.54it/s] 63%|██████▎   | 13070/20902 [00:15<00:09, 808.74it/s] 63%|██████▎   | 13151/20902 [00:15<00:09, 805.08it/s] 63%|██████▎   | 13233/20902 [00:15<00:09, 805.96it/s] 64%|██████▎   | 13314/20902 [00:15<00:09, 806.69it/s] 64%|██████▍   | 13395/20902 [00:15<00:09, 807.24it/s] 64%|██████▍   | 13476/20902 [00:16<00:09, 805.59it/s] 65%|██████▍   | 13558/20902 [00:16<00:09, 808.76it/s] 65%|██████▌   | 13639/20902 [00:16<00:09, 802.87it/s] 66%|██████▌   | 13720/20902 [00:16<00:08, 803.81it/s] 66%|██████▌   | 13801/20902 [00:16<00:08, 797.35it/s] 66%|██████▋   | 13881/20902 [00:16<00:08, 796.70it/s] 67%|██████▋   | 13963/20902 [00:16<00:08, 797.63it/s] 67%|██████▋   | 14044/20902 [00:16<00:08, 800.94it/s] 68%|██████▊   | 14125/20902 [00:16<00:08, 796.53it/s] 68%|██████▊   | 14205/20902 [00:16<00:08, 796.99it/s] 68%|██████▊   | 14285/20902 [00:17<00:08, 795.52it/s] 69%|██████▊   | 14365/20902 [00:17<00:08, 793.09it/s] 69%|██████▉   | 14447/20902 [00:17<00:08, 800.65it/s] 70%|██████▉   | 14528/20902 [00:17<00:08, 796.56it/s] 70%|██████▉   | 14608/20902 [00:17<00:07, 795.70it/s] 70%|███████   | 14688/20902 [00:17<00:07, 794.89it/s] 71%|███████   | 14768/20902 [00:17<00:07, 795.86it/s] 71%|███████   | 14848/20902 [00:17<00:07, 792.10it/s] 71%|███████▏  | 14928/20902 [00:17<00:07, 792.42it/s] 72%|███████▏  | 15009/20902 [00:17<00:07, 797.49it/s] 72%|███████▏  | 15090/20902 [00:18<00:07, 796.94it/s] 73%|███████▎  | 15170/20902 [00:18<00:07, 794.09it/s] 73%|███████▎  | 15250/20902 [00:18<00:07, 794.71it/s] 73%|███████▎  | 15330/20902 [00:18<00:07, 783.84it/s] 74%|███████▎  | 15410/20902 [00:18<00:06, 785.09it/s] 74%|███████▍  | 15491/20902 [00:18<00:06, 790.26it/s] 74%|███████▍  | 15571/20902 [00:18<00:06, 791.22it/s] 75%|███████▍  | 15651/20902 [00:18<00:06, 789.64it/s] 75%|███████▌  | 15730/20902 [00:18<00:06, 789.34it/s] 76%|███████▌  | 15809/20902 [00:18<00:06, 788.82it/s] 76%|███████▌  | 15889/20902 [00:19<00:06, 789.16it/s] 76%|███████▋  | 15969/20902 [00:19<00:06, 791.35it/s] 77%|███████▋  | 16049/20902 [00:19<00:06, 791.68it/s] 77%|███████▋  | 16130/20902 [00:19<00:05, 796.49it/s] 78%|███████▊  | 16210/20902 [00:19<00:05, 790.75it/s] 78%|███████▊  | 16290/20902 [00:19<00:05, 790.84it/s] 78%|███████▊  | 16370/20902 [00:19<00:05, 788.99it/s] 79%|███████▊  | 16450/20902 [00:19<00:05, 790.30it/s] 79%|███████▉  | 16530/20902 [00:19<00:05, 790.67it/s] 79%|███████▉  | 16611/20902 [00:19<00:05, 795.30it/s] 80%|███████▉  | 16692/20902 [00:20<00:05, 796.80it/s] 80%|████████  | 16772/20902 [00:20<00:05, 793.62it/s] 81%|████████  | 16852/20902 [00:20<00:05, 791.23it/s] 81%|████████  | 16932/20902 [00:20<00:05, 790.84it/s] 81%|████████▏ | 17012/20902 [00:20<00:04, 788.01it/s] 82%|████████▏ | 17092/20902 [00:20<00:04, 789.54it/s] 82%|████████▏ | 17172/20902 [00:20<00:04, 792.32it/s] 83%|████████▎ | 17252/20902 [00:20<00:04, 793.63it/s] 83%|████████▎ | 17332/20902 [00:20<00:04, 793.80it/s] 83%|████████▎ | 17412/20902 [00:20<00:04, 794.28it/s] 84%|████████▎ | 17492/20902 [00:21<00:04, 793.15it/s] 84%|████████▍ | 17572/20902 [00:21<00:04, 789.11it/s] 84%|████████▍ | 17651/20902 [00:21<00:04, 787.17it/s] 85%|████████▍ | 17730/20902 [00:21<00:04, 787.29it/s] 85%|████████▌ | 17810/20902 [00:21<00:03, 784.99it/s] 86%|████████▌ | 17889/20902 [00:21<00:03, 782.42it/s] 86%|████████▌ | 17968/20902 [00:21<00:03, 777.18it/s] 86%|████████▋ | 18046/20902 [00:21<00:03, 777.77it/s] 87%|████████▋ | 18124/20902 [00:21<00:03, 770.64it/s] 87%|████████▋ | 18202/20902 [00:21<00:03, 772.09it/s] 87%|████████▋ | 18280/20902 [00:22<00:03, 766.13it/s] 88%|████████▊ | 18357/20902 [00:22<00:03, 765.57it/s] 88%|████████▊ | 18434/20902 [00:22<00:03, 763.83it/s] 89%|████████▊ | 18511/20902 [00:22<00:03, 765.34it/s] 89%|████████▉ | 18588/20902 [00:22<00:03, 765.88it/s] 89%|████████▉ | 18666/20902 [00:22<00:02, 769.09it/s] 90%|████████▉ | 18745/20902 [00:22<00:02, 769.23it/s] 90%|█████████ | 18822/20902 [00:22<00:02, 768.25it/s] 90%|█████████ | 18899/20902 [00:22<00:02, 768.25it/s] 91%|█████████ | 18976/20902 [00:23<00:02, 764.44it/s] 91%|█████████ | 19053/20902 [00:23<00:02, 764.36it/s] 92%|█████████▏| 19130/20902 [00:23<00:02, 763.45it/s] 92%|█████████▏| 19207/20902 [00:23<00:02, 763.26it/s] 92%|█████████▏| 19284/20902 [00:23<00:02, 761.88it/s] 93%|█████████▎| 19361/20902 [00:23<00:02, 761.92it/s] 93%|█████████▎| 19438/20902 [00:23<00:01, 760.35it/s] 93%|█████████▎| 19515/20902 [00:23<00:01, 757.60it/s] 94%|█████████▎| 19591/20902 [00:23<00:01, 757.89it/s] 94%|█████████▍| 19668/20902 [00:23<00:01, 758.77it/s] 94%|█████████▍| 19745/20902 [00:24<00:01, 757.05it/s] 95%|█████████▍| 19822/20902 [00:24<00:01, 754.99it/s] 95%|█████████▌| 19898/20902 [00:24<00:01, 753.25it/s] 96%|█████████▌| 19976/20902 [00:24<00:01, 756.74it/s] 96%|█████████▌| 20053/20902 [00:24<00:01, 755.46it/s] 96%|█████████▋| 20130/20902 [00:24<00:01, 758.30it/s] 97%|█████████▋| 20206/20902 [00:24<00:00, 758.57it/s] 97%|█████████▋| 20283/20902 [00:24<00:00, 757.83it/s] 97%|█████████▋| 20361/20902 [00:24<00:00, 760.30it/s] 98%|█████████▊| 20439/20902 [00:24<00:00, 765.89it/s] 98%|█████████▊| 20516/20902 [00:25<00:00, 761.51it/s] 99%|█████████▊| 20593/20902 [00:25<00:00, 757.02it/s] 99%|█████████▉| 20669/20902 [00:25<00:00, 757.72it/s] 99%|█████████▉| 20746/20902 [00:25<00:00, 755.74it/s]100%|█████████▉| 20823/20902 [00:25<00:00, 754.29it/s]100%|█████████▉| 20899/20902 [00:25<00:00, 755.09it/s]100%|██████████| 20902/20902 [00:25<00:00, 818.30it/s]
  0%|          | 0/20902 [00:00<?, ?it/s]  0%|          | 56/20902 [00:00<00:37, 552.41it/s]  1%|          | 141/20902 [00:00<00:28, 717.94it/s]  1%|          | 231/20902 [00:00<00:25, 799.00it/s]  2%|▏         | 320/20902 [00:00<00:24, 834.32it/s]  2%|▏         | 406/20902 [00:00<00:24, 842.14it/s]  2%|▏         | 495/20902 [00:00<00:23, 855.95it/s]  3%|▎         | 584/20902 [00:00<00:23, 865.10it/s]  3%|▎         | 672/20902 [00:00<00:23, 866.73it/s]  4%|▎         | 760/20902 [00:00<00:23, 866.21it/s]  4%|▍         | 847/20902 [00:01<00:23, 865.61it/s]  4%|▍         | 935/20902 [00:01<00:22, 868.47it/s]  5%|▍         | 1023/20902 [00:01<00:22, 871.29it/s]  5%|▌         | 1111/20902 [00:01<00:22, 871.51it/s]  6%|▌         | 1199/20902 [00:01<00:22, 872.36it/s]  6%|▌         | 1287/20902 [00:01<00:22, 870.90it/s]  7%|▋         | 1375/20902 [00:01<00:22, 869.17it/s]  7%|▋         | 1463/20902 [00:01<00:22, 869.16it/s]  7%|▋         | 1551/20902 [00:01<00:22, 870.15it/s]  8%|▊         | 1639/20902 [00:01<00:22, 873.04it/s]  8%|▊         | 1727/20902 [00:02<00:21, 873.80it/s]  9%|▊         | 1815/20902 [00:02<00:21, 875.43it/s]  9%|▉         | 1903/20902 [00:02<00:21, 873.06it/s] 10%|▉         | 1992/20902 [00:02<00:21, 877.28it/s] 10%|▉         | 2080/20902 [00:02<00:21, 873.83it/s] 10%|█         | 2168/20902 [00:02<00:21, 871.29it/s] 11%|█         | 2256/20902 [00:02<00:21, 873.21it/s] 11%|█         | 2346/20902 [00:02<00:21, 880.38it/s] 12%|█▏        | 2435/20902 [00:02<00:20, 880.36it/s] 12%|█▏        | 2524/20902 [00:02<00:21, 874.51it/s] 12%|█▏        | 2612/20902 [00:03<00:20, 874.30it/s] 13%|█▎        | 2701/20902 [00:03<00:20, 875.94it/s] 13%|█▎        | 2789/20902 [00:03<00:20, 874.61it/s] 14%|█▍        | 2877/20902 [00:03<00:20, 872.43it/s] 14%|█▍        | 2967/20902 [00:03<00:20, 879.98it/s] 15%|█▍        | 3056/20902 [00:03<00:20, 875.31it/s] 15%|█▌        | 3145/20902 [00:03<00:20, 876.92it/s] 15%|█▌        | 3233/20902 [00:03<00:20, 874.80it/s] 16%|█▌        | 3321/20902 [00:03<00:20, 869.38it/s] 16%|█▋        | 3410/20902 [00:03<00:20, 872.23it/s] 17%|█▋        | 3498/20902 [00:04<00:20, 868.51it/s] 17%|█▋        | 3585/20902 [00:04<00:19, 867.59it/s] 18%|█▊        | 3672/20902 [00:04<00:20, 861.22it/s] 18%|█▊        | 3760/20902 [00:04<00:19, 865.03it/s] 18%|█▊        | 3847/20902 [00:04<00:19, 863.61it/s] 19%|█▉        | 3935/20902 [00:04<00:19, 868.24it/s] 19%|█▉        | 4022/20902 [00:04<00:19, 866.89it/s] 20%|█▉        | 4109/20902 [00:04<00:19, 867.18it/s] 20%|██        | 4196/20902 [00:04<00:19, 863.79it/s] 20%|██        | 4284/20902 [00:04<00:19, 864.13it/s] 21%|██        | 4373/20902 [00:05<00:19, 867.49it/s] 21%|██▏       | 4460/20902 [00:05<00:18, 866.14it/s] 22%|██▏       | 4547/20902 [00:05<00:19, 860.51it/s] 22%|██▏       | 4634/20902 [00:05<00:18, 858.35it/s] 23%|██▎       | 4723/20902 [00:05<00:18, 863.67it/s] 23%|██▎       | 4810/20902 [00:05<00:18, 863.55it/s] 23%|██▎       | 4897/20902 [00:05<00:18, 857.74it/s] 24%|██▍       | 4983/20902 [00:05<00:18, 857.33it/s] 24%|██▍       | 5070/20902 [00:05<00:18, 860.92it/s] 25%|██▍       | 5158/20902 [00:05<00:18, 861.59it/s] 25%|██▌       | 5246/20902 [00:06<00:18, 861.60it/s] 26%|██▌       | 5333/20902 [00:06<00:18, 858.70it/s] 26%|██▌       | 5419/20902 [00:06<00:18, 856.21it/s] 26%|██▋       | 5506/20902 [00:06<00:17, 859.39it/s] 27%|██▋       | 5592/20902 [00:06<00:17, 856.73it/s] 27%|██▋       | 5678/20902 [00:06<00:17, 856.90it/s] 28%|██▊       | 5764/20902 [00:06<00:17, 856.07it/s] 28%|██▊       | 5850/20902 [00:06<00:17, 852.34it/s] 28%|██▊       | 5936/20902 [00:06<00:17, 853.84it/s] 29%|██▉       | 6022/20902 [00:06<00:17, 854.77it/s] 29%|██▉       | 6108/20902 [00:07<00:17, 848.81it/s] 30%|██▉       | 6195/20902 [00:07<00:17, 851.43it/s] 30%|███       | 6281/20902 [00:07<00:17, 852.39it/s] 30%|███       | 6367/20902 [00:07<00:17, 852.28it/s] 31%|███       | 6453/20902 [00:07<00:17, 847.83it/s] 31%|███▏      | 6538/20902 [00:07<00:16, 848.31it/s] 32%|███▏      | 6623/20902 [00:07<00:17, 838.39it/s] 32%|███▏      | 6707/20902 [00:07<00:17, 831.89it/s] 32%|███▏      | 6791/20902 [00:07<00:16, 833.46it/s] 33%|███▎      | 6875/20902 [00:07<00:17, 823.35it/s] 33%|███▎      | 6961/20902 [00:08<00:16, 828.24it/s] 34%|███▎      | 7047/20902 [00:08<00:16, 834.51it/s] 34%|███▍      | 7131/20902 [00:08<00:16, 833.94it/s] 35%|███▍      | 7215/20902 [00:08<00:16, 834.84it/s] 35%|███▍      | 7299/20902 [00:08<00:16, 833.99it/s] 35%|███▌      | 7383/20902 [00:08<00:16, 832.15it/s] 36%|███▌      | 7467/20902 [00:08<00:16, 828.07it/s] 36%|███▌      | 7550/20902 [00:08<00:16, 826.80it/s] 37%|███▋      | 7633/20902 [00:08<00:16, 823.69it/s] 37%|███▋      | 7716/20902 [00:09<00:16, 816.02it/s] 37%|███▋      | 7798/20902 [00:09<00:16, 810.74it/s] 38%|███▊      | 7881/20902 [00:09<00:15, 814.32it/s] 38%|███▊      | 7965/20902 [00:09<00:15, 821.27it/s] 39%|███▊      | 8050/20902 [00:09<00:15, 829.02it/s] 39%|███▉      | 8134/20902 [00:09<00:15, 826.75it/s] 39%|███▉      | 8218/20902 [00:09<00:15, 828.72it/s] 40%|███▉      | 8303/20902 [00:09<00:15, 829.98it/s] 40%|████      | 8389/20902 [00:09<00:14, 837.38it/s] 41%|████      | 8476/20902 [00:09<00:14, 843.71it/s] 41%|████      | 8561/20902 [00:10<00:14, 838.02it/s] 41%|████▏     | 8646/20902 [00:10<00:14, 836.95it/s] 42%|████▏     | 8733/20902 [00:10<00:14, 840.62it/s] 42%|████▏     | 8818/20902 [00:10<00:14, 832.92it/s] 43%|████▎     | 8903/20902 [00:10<00:14, 837.42it/s] 43%|████▎     | 8987/20902 [00:10<00:14, 833.99it/s] 43%|████▎     | 9071/20902 [00:10<00:14, 831.43it/s] 44%|████▍     | 9155/20902 [00:10<00:14, 827.16it/s] 44%|████▍     | 9238/20902 [00:10<00:14, 826.02it/s] 45%|████▍     | 9322/20902 [00:10<00:14, 824.95it/s] 45%|████▍     | 9405/20902 [00:11<00:13, 825.43it/s] 45%|████▌     | 9488/20902 [00:11<00:13, 823.50it/s] 46%|████▌     | 9572/20902 [00:11<00:13, 827.43it/s] 46%|████▌     | 9655/20902 [00:11<00:13, 827.58it/s] 47%|████▋     | 9738/20902 [00:11<00:13, 826.01it/s] 47%|████▋     | 9821/20902 [00:11<00:13, 824.34it/s] 47%|████▋     | 9904/20902 [00:11<00:13, 825.63it/s] 48%|████▊     | 9987/20902 [00:11<00:13, 825.19it/s] 48%|████▊     | 10070/20902 [00:11<00:13, 823.48it/s] 49%|████▊     | 10153/20902 [00:11<00:13, 813.96it/s] 49%|████▉     | 10235/20902 [00:12<00:13, 814.20it/s] 49%|████▉     | 10318/20902 [00:12<00:12, 816.20it/s] 50%|████▉     | 10400/20902 [00:12<00:12, 813.99it/s] 50%|█████     | 10482/20902 [00:12<00:12, 815.14it/s] 51%|█████     | 10564/20902 [00:12<00:13, 793.28it/s] 51%|█████     | 10647/20902 [00:12<00:12, 800.98it/s] 51%|█████▏    | 10729/20902 [00:12<00:12, 804.63it/s] 52%|█████▏    | 10812/20902 [00:12<00:12, 810.04it/s] 52%|█████▏    | 10894/20902 [00:12<00:12, 807.63it/s] 53%|█████▎    | 10976/20902 [00:12<00:12, 810.88it/s] 53%|█████▎    | 11059/20902 [00:13<00:12, 815.74it/s] 53%|█████▎    | 11142/20902 [00:13<00:11, 815.60it/s] 54%|█████▎    | 11225/20902 [00:13<00:11, 818.03it/s] 54%|█████▍    | 11307/20902 [00:13<00:11, 817.70it/s] 54%|█████▍    | 11389/20902 [00:13<00:11, 817.74it/s] 55%|█████▍    | 11473/20902 [00:13<00:11, 823.59it/s] 55%|█████▌    | 11556/20902 [00:13<00:11, 823.42it/s] 56%|█████▌    | 11639/20902 [00:13<00:11, 819.05it/s] 56%|█████▌    | 11722/20902 [00:13<00:11, 821.96it/s] 56%|█████▋    | 11805/20902 [00:13<00:11, 822.66it/s] 57%|█████▋    | 11890/20902 [00:14<00:10, 829.78it/s] 57%|█████▋    | 11973/20902 [00:14<00:10, 829.67it/s] 58%|█████▊    | 12056/20902 [00:14<00:10, 820.69it/s] 58%|█████▊    | 12140/20902 [00:14<00:10, 822.12it/s] 58%|█████▊    | 12223/20902 [00:14<00:10, 822.92it/s] 59%|█████▉    | 12306/20902 [00:14<00:10, 786.82it/s] 59%|█████▉    | 12386/20902 [00:14<00:11, 773.79it/s] 60%|█████▉    | 12468/20902 [00:14<00:10, 783.30it/s] 60%|██████    | 12550/20902 [00:14<00:10, 790.61it/s] 60%|██████    | 12631/20902 [00:15<00:10, 795.91it/s] 61%|██████    | 12714/20902 [00:15<00:10, 802.94it/s] 61%|██████    | 12797/20902 [00:15<00:10, 810.29it/s] 62%|██████▏   | 12879/20902 [00:15<00:09, 802.92it/s] 62%|██████▏   | 12960/20902 [00:15<00:09, 802.89it/s] 62%|██████▏   | 13041/20902 [00:15<00:09, 800.64it/s] 63%|██████▎   | 13123/20902 [00:15<00:09, 803.08it/s] 63%|██████▎   | 13204/20902 [00:15<00:09, 805.08it/s] 64%|██████▎   | 13286/20902 [00:15<00:09, 804.00it/s] 64%|██████▍   | 13368/20902 [00:15<00:09, 804.02it/s] 64%|██████▍   | 13451/20902 [00:16<00:09, 806.23it/s] 65%|██████▍   | 13532/20902 [00:16<00:09, 806.90it/s] 65%|██████▌   | 13613/20902 [00:16<00:09, 807.45it/s] 66%|██████▌   | 13694/20902 [00:16<00:08, 802.62it/s] 66%|██████▌   | 13775/20902 [00:16<00:08, 799.64it/s] 66%|██████▋   | 13855/20902 [00:16<00:08, 790.63it/s] 67%|██████▋   | 13936/20902 [00:16<00:08, 795.76it/s] 67%|██████▋   | 14017/20902 [00:16<00:08, 799.52it/s] 67%|██████▋   | 14097/20902 [00:16<00:08, 794.86it/s] 68%|██████▊   | 14177/20902 [00:16<00:08, 793.37it/s] 68%|██████▊   | 14257/20902 [00:17<00:08, 780.83it/s] 69%|██████▊   | 14337/20902 [00:17<00:08, 782.82it/s] 69%|██████▉   | 14418/20902 [00:17<00:08, 788.29it/s] 69%|██████▉   | 14497/20902 [00:17<00:08, 787.42it/s] 70%|██████▉   | 14579/20902 [00:17<00:07, 792.08it/s] 70%|███████   | 14662/20902 [00:17<00:07, 799.17it/s] 71%|███████   | 14744/20902 [00:17<00:07, 800.96it/s] 71%|███████   | 14825/20902 [00:17<00:07, 803.20it/s] 71%|███████▏  | 14906/20902 [00:17<00:07, 800.28it/s] 72%|███████▏  | 14987/20902 [00:17<00:07, 802.77it/s] 72%|███████▏  | 15068/20902 [00:18<00:07, 803.74it/s] 72%|███████▏  | 15150/20902 [00:18<00:07, 807.63it/s] 73%|███████▎  | 15231/20902 [00:18<00:07, 803.87it/s] 73%|███████▎  | 15312/20902 [00:18<00:06, 800.98it/s] 74%|███████▎  | 15395/20902 [00:18<00:06, 804.86it/s] 74%|███████▍  | 15477/20902 [00:18<00:06, 804.52it/s] 74%|███████▍  | 15558/20902 [00:18<00:06, 805.23it/s] 75%|███████▍  | 15639/20902 [00:18<00:06, 799.92it/s] 75%|███████▌  | 15719/20902 [00:18<00:06, 796.66it/s] 76%|███████▌  | 15801/20902 [00:18<00:06, 797.88it/s] 76%|███████▌  | 15883/20902 [00:19<00:06, 801.68it/s] 76%|███████▋  | 15964/20902 [00:19<00:06, 802.85it/s] 77%|███████▋  | 16045/20902 [00:19<00:06, 797.92it/s] 77%|███████▋  | 16125/20902 [00:19<00:05, 798.25it/s] 78%|███████▊  | 16205/20902 [00:19<00:05, 797.68it/s] 78%|███████▊  | 16285/20902 [00:19<00:05, 796.44it/s] 78%|███████▊  | 16367/20902 [00:19<00:05, 802.82it/s] 79%|███████▊  | 16448/20902 [00:19<00:05, 795.57it/s] 79%|███████▉  | 16528/20902 [00:19<00:05, 794.38it/s] 79%|███████▉  | 16608/20902 [00:19<00:05, 795.07it/s] 80%|███████▉  | 16689/20902 [00:20<00:05, 796.50it/s] 80%|████████  | 16769/20902 [00:20<00:05, 796.30it/s] 81%|████████  | 16849/20902 [00:20<00:05, 795.73it/s] 81%|████████  | 16929/20902 [00:20<00:04, 794.77it/s] 81%|████████▏ | 17009/20902 [00:20<00:04, 791.61it/s] 82%|████████▏ | 17090/20902 [00:20<00:04, 795.86it/s] 82%|████████▏ | 17170/20902 [00:20<00:04, 793.16it/s] 83%|████████▎ | 17250/20902 [00:20<00:04, 792.03it/s] 83%|████████▎ | 17330/20902 [00:20<00:04, 793.73it/s] 83%|████████▎ | 17410/20902 [00:21<00:04, 791.68it/s] 84%|████████▎ | 17490/20902 [00:21<00:04, 792.00it/s] 84%|████████▍ | 17570/20902 [00:21<00:04, 783.96it/s] 84%|████████▍ | 17649/20902 [00:21<00:04, 778.71it/s] 85%|████████▍ | 17727/20902 [00:21<00:04, 778.32it/s] 85%|████████▌ | 17807/20902 [00:21<00:03, 779.00it/s] 86%|████████▌ | 17885/20902 [00:21<00:03, 774.55it/s] 86%|████████▌ | 17964/20902 [00:21<00:03, 773.31it/s] 86%|████████▋ | 18042/20902 [00:21<00:03, 775.08it/s] 87%|████████▋ | 18120/20902 [00:21<00:03, 774.65it/s] 87%|████████▋ | 18198/20902 [00:22<00:03, 770.80it/s] 87%|████████▋ | 18276/20902 [00:22<00:03, 768.81it/s] 88%|████████▊ | 18354/20902 [00:22<00:03, 767.14it/s] 88%|████████▊ | 18432/20902 [00:22<00:03, 770.72it/s] 89%|████████▊ | 18510/20902 [00:22<00:03, 772.59it/s] 89%|████████▉ | 18588/20902 [00:22<00:03, 769.91it/s] 89%|████████▉ | 18666/20902 [00:22<00:02, 772.67it/s] 90%|████████▉ | 18745/20902 [00:22<00:02, 773.28it/s] 90%|█████████ | 18823/20902 [00:22<00:02, 768.69it/s] 90%|█████████ | 18902/20902 [00:22<00:02, 772.47it/s] 91%|█████████ | 18980/20902 [00:23<00:02, 769.67it/s] 91%|█████████ | 19057/20902 [00:23<00:02, 766.71it/s] 92%|█████████▏| 19134/20902 [00:23<00:02, 758.98it/s] 92%|█████████▏| 19212/20902 [00:23<00:02, 760.56it/s] 92%|█████████▏| 19289/20902 [00:23<00:02, 761.48it/s] 93%|█████████▎| 19366/20902 [00:23<00:02, 763.58it/s] 93%|█████████▎| 19443/20902 [00:23<00:01, 763.85it/s] 93%|█████████▎| 19520/20902 [00:23<00:01, 764.54it/s] 94%|█████████▍| 19597/20902 [00:23<00:01, 756.79it/s] 94%|█████████▍| 19673/20902 [00:23<00:01, 749.71it/s] 94%|█████████▍| 19748/20902 [00:24<00:01, 743.74it/s] 95%|█████████▍| 19823/20902 [00:24<00:01, 740.21it/s] 95%|█████████▌| 19898/20902 [00:24<00:01, 734.17it/s] 96%|█████████▌| 19973/20902 [00:24<00:01, 735.68it/s] 96%|█████████▌| 20047/20902 [00:24<00:01, 735.63it/s] 96%|█████████▋| 20122/20902 [00:24<00:01, 736.03it/s] 97%|█████████▋| 20196/20902 [00:24<00:00, 733.21it/s] 97%|█████████▋| 20270/20902 [00:24<00:00, 732.42it/s] 97%|█████████▋| 20345/20902 [00:24<00:00, 737.41it/s] 98%|█████████▊| 20423/20902 [00:24<00:00, 745.22it/s] 98%|█████████▊| 20499/20902 [00:25<00:00, 746.63it/s] 98%|█████████▊| 20574/20902 [00:25<00:00, 746.76it/s] 99%|█████████▉| 20651/20902 [00:25<00:00, 752.64it/s] 99%|█████████▉| 20727/20902 [00:25<00:00, 746.09it/s]100%|█████████▉| 20802/20902 [00:25<00:00, 747.14it/s]100%|█████████▉| 20878/20902 [00:25<00:00, 744.96it/s]100%|██████████| 20902/20902 [00:25<00:00, 816.01it/s]
2026-07-10 16:24:58.057904: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 16:25:06.277201: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 16:25:06.278653: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2026-07-10 16:25:06.317583: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN V computeCapability: 7.0
coreClock: 1.912GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s
2026-07-10 16:25:06.317737: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 16:25:06.322750: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 16:25:06.322825: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 16:25:06.325242: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 16:25:06.326520: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 16:25:06.330533: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 16:25:06.332219: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 16:25:06.333501: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 16:25:06.334923: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 16:25:06.335358: 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 16:25:06.335456: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2026-07-10 16:25:06.335782: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:02:00.0 name: NVIDIA TITAN V computeCapability: 7.0
coreClock: 1.912GHz coreCount: 80 deviceMemorySize: 11.77GiB deviceMemoryBandwidth: 607.97GiB/s
2026-07-10 16:25:06.335834: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 16:25:06.335871: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 16:25:06.335906: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 16:25:06.335940: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2026-07-10 16:25:06.335986: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2026-07-10 16:25:06.336019: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2026-07-10 16:25:06.336052: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2026-07-10 16:25:06.336085: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 16:25:06.336571: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2026-07-10 16:25:06.336626: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2026-07-10 16:25:06.964586: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2026-07-10 16:25:06.964708: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2026-07-10 16:25:06.964728: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2026-07-10 16:25:06.965775: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10901 MB memory) -> physical GPU (device: 0, name: NVIDIA TITAN V, pci bus id: 0000:02:00.0, compute capability: 7.0)
2026-07-10 16:25:07.033846: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:196] None of the MLIR optimization passes are enabled (registered 0 passes)
2026-07-10 16:25:07.055654: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2400080000 Hz
2026-07-10 16:25:29.665801: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2026-07-10 16:25:30.043884: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2026-07-10 16:25:30.048895: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2026-07-10 16:25:31.580875: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2026-07-10 16:25:31.710088: 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)
