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




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

2025-11-17 17:24:02.423252: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:25:45.111546: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2025-11-17 17:25:45.123679: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2025-11-17 17:25:45.154766: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:89:00.0 name: NVIDIA GeForce RTX 2080 Ti computeCapability: 7.5
coreClock: 1.545GHz coreCount: 68 deviceMemorySize: 10.75GiB deviceMemoryBandwidth: 573.69GiB/s
2025-11-17 17:25:45.154922: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:25:45.925390: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:25:45.925544: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:25:46.126462: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2025-11-17 17:25:46.511683: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2025-11-17 17:25:47.228985: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2025-11-17 17:25:47.305643: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2025-11-17 17:25:47.564664: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:25:47.565883: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2025-11-17 17:25:47.566584: 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.
2025-11-17 17:25:47.569741: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2025-11-17 17:25:47.570429: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:89:00.0 name: NVIDIA GeForce RTX 2080 Ti computeCapability: 7.5
coreClock: 1.545GHz coreCount: 68 deviceMemorySize: 10.75GiB deviceMemoryBandwidth: 573.69GiB/s
2025-11-17 17:25:47.570493: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:25:47.570532: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:25:47.570566: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:25:47.570598: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2025-11-17 17:25:47.570630: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2025-11-17 17:25:47.570662: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2025-11-17 17:25:47.570693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2025-11-17 17:25:47.570753: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:25:47.571790: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2025-11-17 17:25:47.571873: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:25:50.022219: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2025-11-17 17:25:50.022313: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2025-11-17 17:25:50.022328: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2025-11-17 17:25:50.023589: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10064 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce RTX 2080 Ti, pci bus id: 0000:89:00.0, compute capability: 7.5)
2025-11-17 17:26:01.752780: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2025-11-17 17:26:01.753456: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499970000 Hz
2025-11-17 17:26:03.202693: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:26:04.832447: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:26:04.838415: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:26:18.676103: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2025-11-17 17:26:18.736458: 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])
2025-11-17 17:30:59.676193: 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.
2025-11-17 17:31:04.786863: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:31:36.396998: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2025-11-17 17:31:36.398073: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2025-11-17 17:31:36.429352: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:89:00.0 name: NVIDIA GeForce RTX 2080 Ti computeCapability: 7.5
coreClock: 1.545GHz coreCount: 68 deviceMemorySize: 10.75GiB deviceMemoryBandwidth: 573.69GiB/s
2025-11-17 17:31:36.429456: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:31:36.441830: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:31:36.441908: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:31:36.447349: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2025-11-17 17:31:36.451724: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2025-11-17 17:31:36.460067: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2025-11-17 17:31:36.464707: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2025-11-17 17:31:36.468947: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:31:36.469913: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2025-11-17 17:31:36.470329: 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.
2025-11-17 17:31:36.473237: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2025-11-17 17:31:36.473765: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:89:00.0 name: NVIDIA GeForce RTX 2080 Ti computeCapability: 7.5
coreClock: 1.545GHz coreCount: 68 deviceMemorySize: 10.75GiB deviceMemoryBandwidth: 573.69GiB/s
2025-11-17 17:31:36.473820: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:31:36.473850: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:31:36.473876: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:31:36.473900: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2025-11-17 17:31:36.473923: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2025-11-17 17:31:36.473946: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2025-11-17 17:31:36.473970: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2025-11-17 17:31:36.473993: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:31:36.474803: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2025-11-17 17:31:36.474864: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:31:36.949518: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2025-11-17 17:31:36.949659: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2025-11-17 17:31:36.949673: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2025-11-17 17:31:36.951176: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10064 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce RTX 2080 Ti, pci bus id: 0000:89:00.0, compute capability: 7.5)
/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%|          | 0/40 [00:00<?, ?it/s]2025-11-17 17:31:38.477325: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2025-11-17 17:31:38.478082: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499970000 Hz
2025-11-17 17:31:38.756119: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:31:39.112226: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:31:39.114543: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:31:40.431236: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2025-11-17 17:31:40.497393: 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:   2%|▎         | 1/40 [00:29<19:20, 29.76s/it]batch:   5%|▌         | 2/40 [00:30<07:52, 12.44s/it]batch:   8%|▊         | 3/40 [00:30<04:15,  6.91s/it]batch:  10%|█         | 4/40 [00:30<02:34,  4.30s/it]batch:  12%|█▎        | 5/40 [00:31<01:40,  2.86s/it]batch:  15%|█▌        | 6/40 [00:31<01:07,  1.99s/it]batch:  18%|█▊        | 7/40 [00:31<00:47,  1.44s/it]batch:  20%|██        | 8/40 [00:31<00:34,  1.08s/it]batch:  22%|██▎       | 9/40 [00:32<00:26,  1.19it/s]batch:  25%|██▌       | 10/40 [00:32<00:20,  1.48it/s]batch:  28%|██▊       | 11/40 [00:32<00:16,  1.77it/s]batch:  30%|███       | 12/40 [00:33<00:13,  2.05it/s]batch:  32%|███▎      | 13/40 [00:33<00:11,  2.31it/s]batch:  35%|███▌      | 14/40 [00:33<00:10,  2.53it/s]batch:  38%|███▊      | 15/40 [00:34<00:09,  2.70it/s]batch:  40%|████      | 16/40 [00:34<00:08,  2.84it/s]batch:  42%|████▎     | 17/40 [00:34<00:07,  2.94it/s]batch:  45%|████▌     | 18/40 [00:35<00:07,  3.03it/s]batch:  48%|████▊     | 19/40 [00:35<00:06,  3.08it/s]batch:  50%|█████     | 20/40 [00:35<00:06,  3.13it/s]batch:  52%|█████▎    | 21/40 [00:35<00:06,  3.16it/s]batch:  55%|█████▌    | 22/40 [00:36<00:05,  3.18it/s]batch:  57%|█████▊    | 23/40 [00:36<00:05,  3.20it/s]batch:  60%|██████    | 24/40 [00:36<00:04,  3.21it/s]batch:  62%|██████▎   | 25/40 [00:37<00:04,  3.20it/s]batch:  65%|██████▌   | 26/40 [00:37<00:04,  3.22it/s]batch:  68%|██████▊   | 27/40 [00:37<00:04,  3.21it/s]batch:  70%|███████   | 28/40 [00:38<00:03,  3.22it/s]batch:  72%|███████▎  | 29/40 [00:38<00:03,  3.19it/s]batch:  75%|███████▌  | 30/40 [00:38<00:03,  3.21it/s]batch:  78%|███████▊  | 31/40 [00:39<00:02,  3.20it/s]batch:  80%|████████  | 32/40 [00:39<00:02,  3.21it/s]batch:  82%|████████▎ | 33/40 [00:39<00:02,  3.21it/s]batch:  85%|████████▌ | 34/40 [00:40<00:01,  3.22it/s]batch:  88%|████████▊ | 35/40 [00:40<00:01,  3.20it/s]batch:  90%|█████████ | 36/40 [00:40<00:01,  3.21it/s]batch:  92%|█████████▎| 37/40 [00:40<00:00,  3.21it/s]batch:  95%|█████████▌| 38/40 [00:41<00:00,  3.76it/s]batch:  98%|█████████▊| 39/40 [00:41<00:00,  3.61it/s]batch: 100%|██████████| 40/40 [00:41<00:00,  3.51it/s]batch: 100%|██████████| 40/40 [00:41<00:00,  1.04s/it]
  0%|          | 0/2518 [00:00<?, ?it/s]  4%|▍         | 99/2518 [00:00<00:02, 972.18it/s]  8%|▊         | 200/2518 [00:00<00:02, 992.72it/s] 12%|█▏        | 301/2518 [00:00<00:02, 996.43it/s] 16%|█▌        | 401/2518 [00:00<00:02, 992.60it/s] 20%|█▉        | 501/2518 [00:00<00:02, 991.81it/s] 24%|██▍       | 601/2518 [00:00<00:01, 989.18it/s] 28%|██▊       | 700/2518 [00:00<00:01, 983.71it/s] 32%|███▏      | 799/2518 [00:00<00:01, 978.65it/s] 36%|███▌      | 897/2518 [00:00<00:01, 978.17it/s] 40%|███▉      | 995/2518 [00:01<00:01, 972.85it/s] 43%|████▎     | 1093/2518 [00:01<00:01, 962.74it/s] 47%|████▋     | 1190/2518 [00:01<00:01, 964.33it/s] 51%|█████     | 1287/2518 [00:01<00:01, 959.02it/s] 55%|█████▍    | 1384/2518 [00:01<00:01, 959.33it/s] 59%|█████▉    | 1480/2518 [00:01<00:01, 953.99it/s] 63%|██████▎   | 1576/2518 [00:01<00:00, 947.70it/s] 66%|██████▋   | 1671/2518 [00:01<00:00, 947.27it/s] 70%|███████   | 1766/2518 [00:01<00:00, 943.18it/s] 74%|███████▍  | 1861/2518 [00:01<00:00, 939.63it/s] 78%|███████▊  | 1955/2518 [00:02<00:00, 931.85it/s] 81%|████████▏ | 2049/2518 [00:02<00:00, 928.96it/s] 85%|████████▌ | 2142/2518 [00:02<00:00, 924.86it/s] 89%|████████▉ | 2235/2518 [00:02<00:00, 912.74it/s] 92%|█████████▏| 2327/2518 [00:02<00:00, 904.93it/s] 96%|█████████▌| 2418/2518 [00:02<00:00, 895.67it/s]100%|█████████▉| 2508/2518 [00:02<00:00, 887.49it/s]100%|██████████| 2518/2518 [00:02<00:00, 945.33it/s]
  0%|          | 0/2518 [00:00<?, ?it/s]  4%|▍         | 96/2518 [00:00<00:02, 955.12it/s]  8%|▊         | 197/2518 [00:00<00:02, 986.56it/s] 12%|█▏        | 299/2518 [00:00<00:02, 997.16it/s] 16%|█▌        | 399/2518 [00:00<00:02, 996.07it/s] 20%|█▉        | 499/2518 [00:00<00:02, 991.39it/s] 24%|██▍       | 599/2518 [00:00<00:01, 989.80it/s] 28%|██▊       | 698/2518 [00:00<00:01, 987.91it/s] 32%|███▏      | 797/2518 [00:00<00:01, 983.02it/s] 36%|███▌      | 896/2518 [00:00<00:01, 975.56it/s] 40%|███▉      | 995/2518 [00:01<00:01, 973.72it/s] 43%|████▎     | 1093/2518 [00:01<00:01, 968.81it/s] 47%|████▋     | 1191/2518 [00:01<00:01, 971.80it/s] 51%|█████     | 1289/2518 [00:01<00:01, 965.24it/s] 55%|█████▌    | 1386/2518 [00:01<00:01, 963.39it/s] 59%|█████▉    | 1483/2518 [00:01<00:01, 952.71it/s] 63%|██████▎   | 1579/2518 [00:01<00:00, 949.20it/s] 66%|██████▋   | 1674/2518 [00:01<00:00, 936.46it/s] 70%|███████   | 1768/2518 [00:01<00:00, 934.19it/s] 74%|███████▍  | 1863/2518 [00:01<00:00, 933.75it/s] 78%|███████▊  | 1957/2518 [00:02<00:00, 931.81it/s] 81%|████████▏ | 2051/2518 [00:02<00:00, 929.68it/s] 85%|████████▌ | 2144/2518 [00:02<00:00, 916.00it/s] 89%|████████▉ | 2236/2518 [00:02<00:00, 909.27it/s] 92%|█████████▏| 2327/2518 [00:02<00:00, 902.50it/s] 96%|█████████▌| 2418/2518 [00:02<00:00, 893.63it/s]100%|█████████▉| 2508/2518 [00:02<00:00, 886.00it/s]100%|██████████| 2518/2518 [00:02<00:00, 944.45it/s]
2025-11-17 17:32:42.663837: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:33:06.946846: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA devices, tf_xla_enable_xla_devices not set
2025-11-17 17:33:06.953857: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2025-11-17 17:33:06.986914: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:89:00.0 name: NVIDIA GeForce RTX 2080 Ti computeCapability: 7.5
coreClock: 1.545GHz coreCount: 68 deviceMemorySize: 10.75GiB deviceMemoryBandwidth: 573.69GiB/s
2025-11-17 17:33:06.987044: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:33:06.994137: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:33:06.994197: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:33:06.997966: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2025-11-17 17:33:07.000877: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2025-11-17 17:33:07.006441: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2025-11-17 17:33:07.008941: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2025-11-17 17:33:07.011093: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:33:07.012081: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2025-11-17 17:33:07.012560: 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.
2025-11-17 17:33:07.015708: I tensorflow/compiler/jit/xla_gpu_device.cc:99] Not creating XLA devices, tf_xla_enable_xla_devices not set
2025-11-17 17:33:07.016270: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found device 0 with properties: 
pciBusID: 0000:89:00.0 name: NVIDIA GeForce RTX 2080 Ti computeCapability: 7.5
coreClock: 1.545GHz coreCount: 68 deviceMemorySize: 10.75GiB deviceMemoryBandwidth: 573.69GiB/s
2025-11-17 17:33:07.016330: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:33:07.016366: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:33:07.016398: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:33:07.016429: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2025-11-17 17:33:07.016460: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2025-11-17 17:33:07.016490: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2025-11-17 17:33:07.016521: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.11
2025-11-17 17:33:07.016552: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:33:07.017397: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0
2025-11-17 17:33:07.017462: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.11.0
2025-11-17 17:33:07.485084: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1261] Device interconnect StreamExecutor with strength 1 edge matrix:
2025-11-17 17:33:07.485217: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1267]      0 
2025-11-17 17:33:07.485245: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1280] 0:   N 
2025-11-17 17:33:07.487739: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10064 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce RTX 2080 Ti, pci bus id: 0000:89:00.0, compute capability: 7.5)
2025-11-17 17:33:07.543432: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:196] None of the MLIR optimization passes are enabled (registered 0 passes)
2025-11-17 17:33:07.564009: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU Frequency: 2499970000 Hz
2025-11-17 17:33:10.336078: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.11
2025-11-17 17:33:10.685355: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.11
2025-11-17 17:33:10.692132: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2025-11-17 17:33:11.948619: W tensorflow/stream_executor/gpu/asm_compiler.cc:63] Running ptxas --version returned 256
2025-11-17 17:33:12.016212: 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)
