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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,1059.987456,1855.455232,0.0,1218.445312,1206.173696,s,1,8.215296875,8.215296875,0.0,8.215296875,8.215296875,8.215296875,8.215296875,[8.215296875],,kWh,1.5848901619407723e-05,8.666534619962122e-06,2.346668543995456e-05,4.798212167932441e-05,,MB,1542.63552,2157.44512,0.0,1503.657984,1463.228416,s,10,0.6332269706726075,0.06332269706726075,6.321757398288215e-05,0.06331073570251465,0.06336829071044922,0.06342216148376464,0.06346525810241699,"[0.06326153564453126, 0.06326319885253906, 0.06329612731933594, 0.0633551025390625, 0.06326236724853515, 0.06332534408569336, 0.0632798728942871, 0.06335631942749023, 0.06347603225708008, 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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,6517.624832,3963.092992,0.0,3326.083072,3249.416192,s,1,13.5075380859375,13.5075380859375,0.0,13.5075380859375,13.5075380859375,13.5075380859375,13.5075380859375,[13.5075380859375],,kWh,7.845352236945726e-05,4.297991736110395e-05,0.00011401814676992306,0.00023545158650048427,,MB,1953.742848,4252.499968,0.0,3590.324224,3521.678336,s,10,0.7382447662353515,0.07382447662353515,0.0004723495446256904,0.07366921615600586,0.07440848999023437,0.07444064559936524,0.07446637008666993,"[0.07440134429931641, 0.07345964813232422, 0.07368879699707032, 0.0744728012084961, 0.07423693084716797, 0.07439004516601562, 0.07343987274169922, 0.07364963531494141, 0.07320524597167968, 0.07330044555664063]",tokens/s,3467.68459064683,kWh,8.487782453321343e-07,4.650631815518072e-07,1.9022693789568938e-06,3.2161108058408353e-06,tokens/kWh,79599247.49329965,MB,1968.848896,4363.649024,0.0,3701.47328,3608.866816,s,10,45.957183105468744,4.595718310546876,0.03551841230851158,4.598864990234375,4.6457427734375,4.647729541015625,4.649318955078125,"[4.55413623046875, 4.614755859375, 4.60382568359375, 4.64971630859375, 4.64530126953125, 4.5294970703125, 4.603958984375, 4.5711201171875, 4.593904296875, 4.59096728515625]",tokens/s,13.708411991966322,kWh,5.301031237827714e-05,2.905253960370966e-05,9.355269587384339e-05,0.00017561554785583018,tokens/kWh,358738.16851181776,,s,630,45.9539250869751,0.07294273823329381,0.0013368352021523398,0.07320883178710938,0.07421348114013672,0.07455206336975097,0.07566275611877442,"[0.07281356811523437, 0.07348531341552735, 0.07154278564453125, 0.07048294067382813, 0.07045734405517579, 0.07470182037353515, 0.07384473419189454, 0.07310848236083985, 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0.052139007568359375, 0.05207756805419922, 0.05295820617675781, 0.05305036926269531, 0.05230694580078125, 0.052116481781005856, 0.05322444915771484, 0.0523612174987793, 0.05297049713134765, 0.05283327865600586, 0.053174270629882815, 0.052588542938232424, 0.05198233413696289, 0.05308415985107422]",tokens/s,18.836439558834076,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,896.729088,819.462144,0.0,182.452224,179.733504,s,1,7.46527734375,7.46527734375,0.0,7.46527734375,7.46527734375,7.46527734375,7.46527734375,[7.46527734375],,kWh,7.374769822928961e-06,4.003915273497158e-06,1.1356397974005006e-05,2.2735083070431127e-05,,MB,1482.194944,920.12544,0.0,266.338304,224.295424,s,10,0.24234115409851073,0.024234115409851074,0.00032045941473428895,0.02429582405090332,0.02440932102203369,0.024500516986846924,0.02457347375869751,"[0.024389055252075194, 0.024358272552490234, 0.024218368530273437, 0.024260608673095704, 0.02428886413574219, 0.02331769561767578, 0.024324928283691406, 0.024591712951660155, 0.02429801559448242, 0.02429363250732422]",tokens/s,10563.620568380102,kWh,2.769935163495248e-07,1.517701985055325e-07,6.803518323373743e-07,1.1091155471924316e-06,tokens/kWh,230814544.65950605,MB,1527.345152,932.708352,0.0,278.921216,224.297984,s,10,11.483657592773438,1.1483657592773437,0.0021059936626741304,1.14872998046875,1.1507795166015626,1.1510425292968751,1.151252939453125,"[1.1513055419921876, 1.1507210693359375, 1.1473865966796875, 1.1500283203125, 1.1439649658203126, 1.1468916015625, 1.1465634765625, 1.1493360595703126, 1.1492012939453125, 1.1482586669921875]",tokens/s,54.86056989338078,kWh,1.2851743240872157e-05,7.041958152449822e-06,1.945924761265862e-05,3.935294900598059e-05,tokens/kWh,1600896.542478321,,s,630,11.479182407379145,0.018220924456157382,0.00029761664254541337,0.018164223670959472,0.018373631858825686,0.018665062141418456,0.019231088447570804,"[0.01819340705871582, 0.01822719955444336, 0.018127872467041017, 0.018149375915527344, 0.018135040283203126, 0.018363391876220703, 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0.01471180820465088, 0.014821375846862793, 0.014766079902648926, 0.014963711738586426, 0.015372287750244141, 0.015566847801208495, 0.015341567993164062, 0.015394816398620606, 0.015212544441223145]",tokens/s,66.35166046542142,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.3b,EleutherAI/pythia-1.3b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,1060.143104,1855.455232,0.0,1218.445312,1206.173696,s,1,8.18939990234375,8.18939990234375,0.0,8.18939990234375,8.18939990234375,8.18939990234375,8.18939990234375,[8.18939990234375],,kWh,1.6092033116670892e-05,8.800049855349492e-06,2.3401407610035285e-05,4.829349058205567e-05,,MB,1540.067328,2157.44512,0.0,1503.657984,1463.228416,s,10,0.6340204124450685,0.06340204124450685,0.00018287199901106206,0.06338255882263183,0.06357184715270996,0.063692547416687,0.06378910762786864,"[0.06330070495605469, 0.06342915344238281, 0.06339980697631836, 0.06381324768066406, 0.0631943359375, 0.06354502487182617, 0.06336531066894531, 0.06354143905639649, 0.06323158264160156, 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0.030098432540893554, 0.030228479385375977, 0.030015520095825195, 0.02983830451965332, 0.03061759948730469, 0.03151667213439941, 0.030258176803588867, 0.030063615798950196, 0.029895679473876953, 0.03001651191711426, 0.03060223960876465, 0.03134873580932617, 0.030608383178710938, 0.031037439346313478, 0.030036991119384765, 0.02999295997619629, 0.03099545669555664, 0.032061439514160156, 0.03229695892333984, 0.031731712341308595, 0.030101503372192383, 0.02998067283630371, 0.029944831848144532, 0.02978508758544922, 0.029833215713500977, 0.029749248504638674]",tokens/s,33.1541522494056,,,True,,,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,3999.604736,2377.64608,0.0,1740.63616,1736.37632,s,1,10.0855703125,10.0855703125,0.0,10.0855703125,10.0855703125,10.0855703125,10.0855703125,[10.0855703125],,kWh,3.8030173165290965e-05,2.0824352566136858e-05,5.421115447995506e-05,0.00011306568021138288,,MB,4014.936064,2637.692928,0.0,1975.517184,1919.376384,s,10,0.5351800041198731,0.05351800041198731,0.001149607980593566,0.05303489685058593,0.055154763793945315,0.05521559028625488,0.055264251480102534,"[0.05326572799682617, 0.05248854446411133, 0.05527641677856445, 0.05490134429931641, 0.0551412467956543, 0.052368896484375, 0.052644702911376955, 0.05403340911865234, 0.05225564956665039, 0.052804065704345704]",tokens/s,4783.437311358506,kWh,6.416138212573372e-07,3.5155489092500593e-07,1.281229253210833e-06,2.274397965393176e-06,tokens/kWh,112557258.62195149,MB,4014.936064,2658.664448,0.0,1996.488704,1976.82944,s,10,33.886962402343755,3.388696240234375,0.04283133691795323,3.3698609619140623,3.45333837890625,3.4586634521484374,3.462923510742187,"[3.36063037109375, 3.36082373046875, 3.418803955078125, 3.452155029296875, 3.463988525390625, 3.376927734375, 3.362794189453125, 3.411408447265625, 3.3344853515625, 3.344945068359375]",tokens/s,18.591220792230903,kWh,3.986048459505981e-05,2.184524679032573e-05,6.586954668958722e-05,0.00012757527807497277,tokens/kWh,493826.08410209767,,s,630,33.88230453491211,0.05378143576970176,0.001120829183728769,0.05412966537475586,0.054980712127685544,0.05521367092132568,0.05587803024291992,"[0.052225025177001956, 0.052155391693115234, 0.052185089111328124, 0.052450302124023435, 0.05426688003540039, 0.05417267227172851, 0.054168575286865236, 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-70m,EleutherAI/pythia-70m,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,877.207552,806.879232,0.0,169.869312,150.669312,s,1,7.3666533203125,7.3666533203125,0.0,7.3666533203125,7.3666533203125,7.3666533203125,7.3666533203125,[7.3666533203125],,kWh,5.565231255549305e-06,3.030903529097604e-06,8.148339851965503e-06,1.674447463661241e-05,,MB,1402.966016,873.988096,0.0,211.812352,193.680384,s,11,0.16736633682250973,0.015215121529319066,0.0003126146306929882,0.015330495834350586,0.015515999794006348,0.015528143882751465,0.01553785915374756,"[0.015397120475769042, 0.015515999794006348, 0.014662528038024902, 0.015203392028808594, 0.015330495834350586, 0.014721856117248536, 0.014820832252502442, 0.015540287971496583, 0.015249152183532715, 0.015414112091064453, 0.015510560035705567]",tokens/s,16825.366758109423,kWh,1.7905293018729523e-07,9.810651518718562e-08,2.768756423758441e-07,5.540350877503249e-07,tokens/kWh,462064597.82086223,MB,1437.949952,876.085248,0.0,213.909504,193.682944,s,11,10.175403137207033,0.925036648837003,0.00614339468214608,0.9230620727539063,0.9342968139648438,0.9351505126953126,0.9358334716796876,"[0.9342968139648438, 0.9263119506835937, 0.9230620727539063, 0.9218915405273438, 0.9229402465820312, 0.9294342041015625, 0.9360042114257813, 0.9279197998046875, 0.9199273681640625, 0.916573486328125, 0.9170414428710938]",tokens/s,68.10540974696126,kWh,1.0631610633700941e-05,5.823729141482717e-06,1.552207639071914e-05,3.1977416165902794e-05,tokens/kWh,1970140.4163847447,,s,693,10.170627071380615,0.014676229540231768,0.00023305557753813632,0.01467801570892334,0.014892851066589356,0.01503703022003174,0.01545469940185547,"[0.014794783592224121, 0.014805983543395997, 0.014712832450866698, 0.014741503715515136, 0.014859264373779296, 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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,1024.299008,1138.229248,0.0,501.219328,495.906816,s,1,8.07783251953125,8.07783251953125,0.0,8.07783251953125,8.07783251953125,8.07783251953125,8.07783251953125,[8.07783251953125],,kWh,1.0784869747236473e-05,5.8910583303774705e-06,1.4680011743983812e-05,3.1355939821597757e-05,,MB,1509.138432,1306.001408,0.0,652.214272,602.748928,s,10,0.3783058166503906,0.03783058166503907,0.00042302322543182524,0.03762118339538574,0.038504162979125976,0.03853844890594483,0.0385658776473999,"[0.03849654388427735, 0.03763811111450195, 0.03831343841552735, 0.03759167861938477, 0.03746332931518555, 0.03739839935302734, 0.03763363265991211, 0.038572734832763675, 0.03758921432495117, 0.03760873413085938]",tokens/s,6767.011997507325,kWh,4.3030060218941144e-07,2.357647394912098e-07,1.5534456871998695e-06,2.2195110288804906e-06,tokens/kWh,115340719.94637711,MB,1544.37632,1318.58432,0.0,664.797184,611.073536,s,10,19.64074755859375,1.9640747558593747,0.007344849322033258,1.9631034545898438,1.9735769409179686,1.9742401306152342,1.9747706823730469,"[1.96182861328125, 1.959283935546875, 1.96528466796875, 1.9643782958984375, 1.957447265625, 1.9734295654296874, 1.961716064453125, 1.95029345703125, 1.9749033203125, 1.972182373046875]",tokens/s,32.076172157935275,kWh,2.2147557502531478e-05,1.2136916963394613e-05,3.494125017519919e-05,6.922572464112528e-05,tokens/kWh,910066.3131603142,,s,630,19.63572222518923,0.03116781305585589,0.00037023697912754404,0.031107072830200196,0.03155804195404053,0.03185320949554443,0.03233549182891846,"[0.032105472564697264, 0.031323135375976564, 0.03119615936279297, 0.030934015274047853, 0.03115110397338867, 0.031006752014160158, 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0.008317952156066894, 0.008336383819580078, 0.008220671653747558, 0.008378368377685547, 0.008268832206726074, 0.008283103942871094, 0.008229887962341309, 0.00838144016265869, 0.00828006362915039, 0.008259584426879883, 0.008268799781799317, 0.008266752243041992, 0.00824630355834961, 0.008254464149475099, 0.00823804759979248, 0.008217599868774414, 0.008266816139221192, 0.008202176094055175, 0.008232959747314453, 0.00828825569152832, 0.0083374080657959, 0.00819200038909912, 0.00829030418395996, 0.008224767684936523, 0.00820633602142334, 0.00818892765045166, 0.008259584426879883, 0.00821452808380127, 0.008128576278686524, 0.008108991622924805, 0.00801587200164795, 0.008068096160888672, 0.008147968292236327, 0.007983104228973388, 0.007982079982757568, 0.008003583908081055, 0.00801689624786377, 0.008053759574890136, 0.007985151767730713, 0.008030207633972167, 0.00800153636932373, 0.00930406379699707, 0.00850227165222168, 0.008336383819580078, 0.008303647994995117, 0.008201184272766114, 0.00822169589996338, 0.008442879676818848, 0.00831283187866211, 0.008232959747314453, 0.008248319625854492]",tokens/s,123.6690788794588,,,True,,,,,,
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,.,.,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: . does not appear to have a file named config.json. Checkout 'https://huggingface.co/./tree/None' for available files.

",True,True,,,
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,a,a,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/a/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694791b-71c423fb0479f90f3f77d32e;a2b51421-49dd-4fce-8f93-31befad2cdec)

Repository Not Found for url: https://huggingface.co/a/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: a is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 648.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 468.50 MiB is free. Process 102334 has 21.72 GiB memory in use. Of the allocated memory 20.84 GiB is allocated by PyTorch, and 611.26 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-base-alpha-7b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1399.083008,7850.164224,0.0,7203.71712,6493.188608,s,10,4.125031524658203,0.4125031524658203,0.0015473657568318684,0.4126300048828125,0.41345778198242183,0.41482991943359376,0.41592762939453126,"[0.41620205688476564, 0.4113599853515625, 0.4119732666015625, 0.412918701171875, 0.41292718505859377, 0.41001937866210936, 0.41121807861328125, 0.4127825927734375, 0.4124774169921875, 0.4131528625488281]",tokens/s,620.6013177589278,kWh,4.877145482434168e-06,2.672461570255109e-06,2.7540844254878573e-05,3.5090451307567846e-05,tokens/kWh,7295431.961138365,MB,1399.083008,7850.164224,0.0,7203.71712,6493.191168,s,10,20.060710327148435,2.0060710327148437,0.005085323328724446,2.0047311401367187,2.0130318359375,2.015315783691406,2.017142941894531,"[2.0022598876953124, 2.0075653076171873, 2.0175997314453125, 2.0040152587890625, 2.002364990234375, 2.002017578125, 2.005447021484375, 2.0125242919921873, 2.0003875732421874, 2.0065286865234375]",tokens/s,31.404670608667942,kWh,2.3588418222135968e-05,1.2927577237260263e-05,8.643124692272685e-05,0.0001229472423821231,tokens/kWh,512414.90886143205,,s,629,23.737455524444595,0.03773840305953033,0.048973762986456934,0.03176755142211914,0.032148479461669925,0.0322648063659668,0.44334908081054686,"[0.03158732795715332, 0.03141939163208008, 0.031677440643310545, 0.03184537506103516, 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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,1,1,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/1/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947b3c-0e78cf875afb1f00440b06ee;caef6c5f-296a-49a5-945e-4768f390d831)

Repository Not Found for url: https://huggingface.co/1/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 1 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,tiiuae/falcon-7b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1263.198208,5453.119488,0.0,4806.672384,4608.873984,s,10,3.2807344970703123,0.3280734497070312,0.004514009027273294,0.32651580810546876,0.3283430999755859,0.3349759170532226,0.340282170715332,"[0.34160873413085935, 0.326869140625, 0.326517578125, 0.3264552917480469, 0.32645440673828124, 0.32662631225585936, 0.32678594970703123, 0.3265140380859375, 0.3264908752441406, 0.32641217041015624]",tokens/s,780.3130677859101,kWh,3.863448000723316e-06,2.116988586121513e-06,2.4048845403935558e-05,3.002928199078039e-05,tokens/kWh,8525012.355560059,MB,1263.198208,5453.119488,0.0,4806.672384,4608.876544,s,10,28.647156005859372,2.8647156005859373,0.010758096364832532,2.863259521484375,2.8748600585937503,2.880927587890625,2.8857816113281247,"[2.8869951171875, 2.8539697265625, 2.87351171875, 2.860130615234375, 2.86293017578125, 2.87250146484375, 2.85425537109375, 2.8635888671875, 2.870149169921875, 2.849123779296875]",tokens/s,21.9917118429188,kWh,3.4398587332724676e-05,1.8852376786008178e-05,9.571355596146195e-05,0.00014896452008019478,tokens/kWh,422919.49765007175,,s,629,31.53908427429201,0.050141628416998395,0.03882750774526239,0.04527001571655274,0.04646830139160156,0.04683966064453125,0.3721516296386719,"[0.04773785781860351, 0.04674252700805664, 0.04636876678466797, 0.04760678482055664, 0.04761907196044922, 0.04691763305664062, 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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,8,8,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/8/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947994-77302dd1407e9e891a15a888;28ad1369-d9a0-41ff-9243-9f38de6a1e43)

Repository Not Found for url: https://huggingface.co/8/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 8 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.08714137268066406]",tokens/s,10.244719387412863,,,True,,,True,main,False,False
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,i,i,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/i/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947871-244892e044724d5f0e11dc7f;83857992-8668-4c2e-8473-4367a357b8be)

Repository Not Found for url: https://huggingface.co/i/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: i is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1393.352704,5373.427712,0.0,4726.980608,4557.524992,s,10,3.265928558349609,0.3265928558349609,0.0002681355871938214,0.32650247192382814,0.3267240051269531,0.32705101318359375,0.32731261962890623,"[0.32737802124023435, 0.3264693908691406, 0.3265032653808594, 0.3265016784667969, 0.32644415283203126, 0.32648828125, 0.3265455932617187, 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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,0,0,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/0/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947ae5-00fa27bc53233a494b0e981a;986add76-b6a5-46e9-b71e-5eed2660e669)

Repository Not Found for url: https://huggingface.co/0/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 0 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.028173696517944335, 0.027105056762695312, 0.028251007080078126, 0.02697430419921875, 0.028240768432617188]",tokens/s,9008.536279631418,kWh,3.3213859621653995e-07,1.8199727761701354e-07,7.655054501067343e-07,1.2796413239402878e-06,tokens/kWh,200056058.84289634,MB,1257.807872,923.271168,0.0,276.824064,229.948928,s,10,13.986857177734377,1.3986857177734375,0.018909619052398248,1.4029309692382812,1.4126521606445313,1.4220918884277345,1.429643670654297,"[1.4315316162109375, 1.410554443359375, 1.401508056640625, 1.4043538818359376, 1.4067203369140624, 1.3545579833984376, 1.393240234375, 1.38959716796875, 1.3876876220703125, 1.4071058349609376]",tokens/s,45.04228448138404,kWh,1.6447442381011414e-05,9.011969921863525e-06,2.462154263729432e-05,5.008095494016925e-05,tokens/kWh,1257963.2332343678,,s,629,14.21341080284119,0.022596837524389804,0.003419359924561264,0.02229862403869629,0.022490163803100587,0.022788300704956053,0.05035839416503912,"[0.023472127914428712, 0.02326016044616699, 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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,2,2,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/2/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a16-0052086a11e885a76e936a77;ac672156-bf9c-40c8-971d-9360a68bcfc3)

Repository Not Found for url: https://huggingface.co/2/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 2 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,facebook/xglm-564M,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1429.356544,1598.554112,0.0,952.107008,854.79936,s,10,0.53831734085083,0.053831734085083,0.002254951571002322,0.05407975959777832,0.05562794380187988,0.05734848346710204,0.05872491519927979,"[0.05906902313232422, 0.05372809600830078, 0.05172111892700195, 0.05172230529785156, 0.05472201538085938, 0.05464009475708008, 0.05152070236206055, 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0.041374656677246095, 0.04113510513305664, 0.04130099105834961, 0.03983257675170898, 0.03989606475830078, 0.04361318588256836, 0.04183865737915039, 0.04197267150878906, 0.03978956985473633, 0.039806976318359374, 0.039841793060302735, 0.039618560791015625, 0.04114022445678711, 0.03982950210571289, 0.03974348831176758, 0.03987865447998047, 0.039702590942382814, 0.03982636642456055, 0.03976396942138672, 0.039782398223876955, 0.039755809783935545, 0.03979977416992188, 0.039698463439941406, 0.039704544067382816, 0.03986636734008789, 0.039772159576416014, 0.039795711517333986, 0.039801856994628904, 0.03985715103149414, 0.039757823944091795, 0.03981824111938476, 0.03993190383911133, 0.04024115371704102, 0.039689216613769535, 0.039779327392578126, 0.0398837776184082, 0.040033279418945314, 0.03981824111938476, 0.03988479995727539, 0.03985919952392578, 0.03990118408203125, 0.039820289611816405, 0.039787521362304686, 0.0398837776184082, 0.039684097290039064, 0.03966873550415039, 0.03974553680419922, 0.03967078399658203, 0.0397496337890625, 0.03966873550415039, 0.039910400390625, 0.03974655914306641, 0.03984384155273438, 0.039815166473388675, 0.03982233428955078, 0.039782398223876955, 0.03995443344116211, 0.040190975189208986, 0.03966054534912109, 0.039777278900146484, 0.039815166473388675, 0.03982131195068359]",tokens/s,24.244942419244413,,,True,,,True,main,False,False
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,huggyllama/llama-7b,huggyllama/llama-7b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1304.891392,5310.513152,0.0,4664.066048,4388.458496,s,10,3.18372802734375,0.31837280273437496,0.0003338918058482696,0.31830850219726564,0.31844967346191405,0.3188994125366211,0.3192592037963867,"[0.31934915161132815, 0.3181330871582031, 0.31834262084960935, 0.3183497314453125, 0.31824655151367187, 0.3181868896484375, 0.31816754150390625, 0.31829483032226563, 0.31833544921875, 0.31832217407226565]",tokens/s,804.0887845988092,kWh,3.767777192923758e-06,2.0645745443403028e-06,2.3692848815375263e-05,2.952520055263932e-05,tokens/kWh,8670559.224266322,MB,1305.202688,5310.513152,0.0,4664.066048,4388.461056,s,10,42.12352392578125,4.212352392578125,0.03221054868612878,4.2154931640625,4.24533857421875,4.248123388671875,4.250351240234375,"[4.18444091796875, 4.21925537109375, 4.2074267578125, 4.21173095703125, 4.14996875, 4.2425400390625, 4.17376611328125, 4.250908203125, 4.23876708984375, 4.2447197265625]",tokens/s,14.95601367801081,kWh,5.021497076584233e-05,2.7521244828192265e-05,0.00012090268352762441,0.00019863889912165897,tokens/kWh,317158.4230408709,,s,629,44.918577140808075,0.07141268225883642,0.03784012253886778,0.06621596527099609,0.06869990539550781,0.06908590850830078,0.38466609375,"[0.06849638366699219, 0.06848006439208984, 0.06839596557617188, 0.07011942291259765, 0.06901862335205078, 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0.06575513458251953]",tokens/s,14.003114970188124,,,True,,True,True,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 422.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 84.50 MiB is free. Process 153202 has 22.10 GiB memory in use. Of the allocated memory 21.67 GiB is allocated by PyTorch, and 150.02 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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0.06400112152099609]",tokens/s,14.576322354044063,,,True,,True,True,,,
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694715f-17481e5338ccfbca18eda6c3;9b48a198-483c-46c1-aca1-e08d384b9e50)

Repository Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: google/recurrentgemma-7b is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 28.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 8.50 MiB is free. Process 135409 has 22.17 GiB memory in use. Of the allocated memory 21.70 GiB is allocated by PyTorch, and 188.15 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,t,t,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/t/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669478c8-0bdb2fc57a741b9e5fde54ce;a289fc5e-790f-468c-b5a4-cc2b4d186aac)

Repository Not Found for url: https://huggingface.co/t/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: t is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,x,x,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/x/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479ba-4197c71b27dcc1385ab986b6;a715f3e0-3a12-4c01-ab23-5ed6cb05ae8c)

Repository Not Found for url: https://huggingface.co/x/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: x is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.08268287658691406, 0.08229993438720704, 0.08250774383544922, 0.08272486114501953, 0.08303513336181641, 0.673924072265625, 0.08244429016113282, 0.08274534606933594, 0.08257740783691406, 0.08249958038330078, 0.08249651336669922, 0.08290815734863281, 0.08220877075195313, 0.08242073822021484, 0.08295423889160156, 0.08306797027587891, 0.08261113739013672, 0.0824637451171875, 0.08258150482177734, 0.08177356719970703, 0.08236137390136719, 0.0826695327758789, 0.08269107055664063, 0.08273715209960937, 0.08255897521972656, 0.08248524475097656, 0.08257843017578125, 0.08258566284179687, 0.08280774688720703, 0.08265830230712891, 0.0824668197631836, 0.08236953735351563, 0.0826275863647461, 0.08263168334960938, 0.0826593246459961, 0.0827658233642578, 0.08771071624755859, 0.08287641906738281, 0.08427212524414063, 0.08338227081298828, 0.083525634765625, 0.08293682861328125, 0.0836280288696289, 0.08303932952880859, 0.08339036560058594, 0.0844400634765625, 0.084927490234375, 0.08383692932128907, 0.08465100860595703, 0.08290303802490234, 0.08323891448974609, 0.08277401733398437, 0.08420146942138672, 0.08270130920410156, 0.0852419204711914, 0.08558483123779297, 0.08540060424804688, 0.08730928039550781, 0.08479539489746094, 0.08539955139160156, 0.08495206451416015, 0.08527871704101563, 0.08340172576904296, 0.08435711669921875, 0.08498687744140625, 0.08580300903320312, 0.08328601837158203, 0.0826398696899414, 0.6772183227539063, 0.08686899566650391, 0.08300141143798828, 0.08318560028076172, 0.08495616149902344, 0.08460800170898437, 0.08303616333007813, 0.08517427062988281, 0.0830382080078125, 0.0831488037109375, 0.08246886444091797, 0.08295116424560547, 0.08342018890380859, 0.08522953796386719, 0.08496640014648438, 0.08331468963623047, 0.08302079772949218, 0.08664575958251954, 0.0865269775390625, 0.08569856262207032, 0.08279756927490234, 0.08522444915771485, 0.0835389404296875, 0.08275558471679688, 0.08353388977050781, 0.08466630554199218, 0.08374886322021484, 0.0821053466796875, 0.08362700653076172, 0.08362290954589843, 0.08473088073730468, 0.08491519927978515, 0.08340889739990234, 0.08463359832763671, 0.08219750213623046, 0.08222003173828125, 0.08563507080078125, 0.08554905700683593, 0.0834672622680664, 0.08406732940673828, 0.08274227142333984, 0.08292556762695312, 0.08534528350830078, 0.08405094146728516, 0.08312627410888672, 0.08554188537597657, 0.08499507141113281, 0.08641535949707031, 0.0850145263671875, 0.08386867523193359, 0.08330751800537109, 0.08344064331054687, 0.08559718322753906, 0.08351436614990235, 0.08545791625976562, 0.08488857269287109, 0.0859535369873047, 0.08576409912109376, 0.08470639801025391, 0.083991455078125, 0.08462745666503907, 0.08309964752197266, 0.08519577789306641, 0.6739415283203125, 0.08321126556396484, 0.08519884490966798, 0.08562790679931641, 0.08481382751464844, 0.08503398132324219, 0.08315904235839844, 0.08501145935058593, 0.08611225891113282, 0.08514662170410156, 0.08571392059326172, 0.08320614624023437, 0.08404582214355469, 0.08604364776611328, 0.08506880187988282, 0.08326451110839844, 0.08261325073242187, 0.08280473327636718, 0.08279551696777344, 0.0844769287109375, 0.08559410858154297, 0.08419840240478516, 0.08274127960205079, 0.08477693176269531, 0.08203775787353515, 0.08293888092041016, 0.08279654693603515, 0.08252825927734375, 0.08454656219482422, 0.08218009948730469, 0.08224870300292969, 0.08739635467529297, 0.08573337554931641, 0.08246476745605469, 0.08268287658691406, 0.08290201568603515, 0.08199577331542969, 0.08255385589599609, 0.08562380981445313, 0.0828579864501953, 0.08246169281005859, 0.08272281646728516, 0.08342527770996094, 0.08236953735351563, 0.08476569366455078, 0.082946044921875, 0.08724479675292969, 0.08617062377929688, 0.0839188461303711, 0.08317132568359376, 0.08566169738769532, 0.08466738891601562, 0.08317440032958984, 0.0829931869506836, 0.08276579284667969, 0.08270233917236328, 0.08414617919921875, 0.08284979248046875, 0.08256614685058594, 0.0825528335571289, 0.08264704132080078, 0.08277401733398437, 0.08486297607421875]",tokens/s,10.821359592749397,,,True,,,True,main,False,False
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 112.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 60.50 MiB is free. Process 124481 has 22.12 GiB memory in use. Of the allocated memory 21.76 GiB is allocated by PyTorch, and 75.40 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 112.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 64.50 MiB is free. Process 129976 has 22.12 GiB memory in use. Of the allocated memory 21.76 GiB is allocated by PyTorch, and 70.51 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,r,r,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/r/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669478f1-27d65dc93c9dc8107993ae0b;11271eb5-5d65-45ba-adba-88e853e77df9)

Repository Not Found for url: https://huggingface.co/r/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: r is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1385.549824,6128.402432,0.0,5481.955328,5137.05216,s,10,3.19835302734375,0.31983530273437505,0.0036976054707908612,0.31861622619628904,0.320058837890625,0.32548773193359376,0.3298308471679688,"[0.3309166259765625, 0.31855844116210935, 0.3184637451171875, 0.3185006713867187, 0.31832647705078126, 0.31867401123046873, 0.3188524169921875, 0.31877020263671874, 0.3184501647949219, 0.31884027099609374]",tokens/s,800.4119551887285,kWh,3.770737339639002e-06,2.0662000521497245e-06,2.3712354039310407e-05,2.9549291431099133e-05,tokens/kWh,8663490.31065337,MB,1385.86112,6128.402432,0.0,5481.955328,5137.05472,s,10,32.674922119140625,3.2674922119140626,0.03059645818689019,3.2711026611328125,3.298421533203125,3.3064806640624997,3.31292796875,"[3.24966552734375, 3.228640869140625, 3.237814697265625, 3.223725830078125, 3.254665283203125, 3.314539794921875, 3.296630615234375, 3.293837158203125, 3.2878623046875, 3.2875400390625]",tokens/s,19.28084167126301,kWh,3.8803655631426314e-05,2.1265963901887514e-05,0.0001006636899058909,0.00016073330943920468,tokens/kWh,391953.604513002,,s,629,35.48883048248292,0.056421034153390955,0.037867457033340136,0.05206009674072266,0.05276180572509766,0.053194099426269535,0.3699736889648437,"[0.05370982360839844, 0.05294694519042969, 0.05283737564086914, 0.0541030387878418, 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4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 61030 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,internlm/internlm-20b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1446.494208,14059.831296,0.0,13413.384192,13096.07936,s,10,8.84725225830078,0.8847252258300781,0.00020933377203416609,0.8847208862304687,0.8849443969726563,0.8850185546875,0.885077880859375,"[0.884874755859375, 0.884427490234375, 0.88460693359375, 0.8845157470703126, 0.8845413818359374, 0.8845616455078125, 0.8848348388671875, 0.8850927124023438, 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4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 192.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 186.50 MiB is free. Process 66440 has 22.00 GiB memory in use. Of the allocated memory 21.68 GiB is allocated by PyTorch, and 29.57 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Salesforce/codegen-16B-nl,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1368.276992,11962.679296,0.0,11316.232192,10565.362176,s,10,8.657291259765625,0.8657291259765625,0.0030474498294568515,0.8653877258300782,0.8672664489746094,0.8704630584716797,0.873020346069336,"[0.87365966796875, 0.8637940673828125, 0.8649580688476562, 0.8658173828125, 0.8616324462890625, 0.866526123046875, 0.8635828247070313, 0.8665560913085938, 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0.064574462890625]",tokens/s,12.899313716788205,,,True,,,True,main,False,False
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,m,m,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/m/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947661-1bf2f62f5a300fbe24bdac91;6017c050-f3ec-465e-ac5e-10507b6ce06f)

Repository Not Found for url: https://huggingface.co/m/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: m is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.05092454528808594, 0.05082419204711914, 0.05099622344970703, 0.05077196884155273, 0.05076684951782227, 0.05084979248046875, 0.050787326812744144, 0.050887680053710936, 0.050948097229003904, 0.050969600677490234, 0.052588542938232424, 0.05136588668823242, 0.05085696029663086, 0.05095430374145508, 0.05104531097412109, 0.05093273544311523, 0.050758720397949215, 0.05067257690429688, 0.05095731353759766, 0.05084467315673828, 0.05067571258544922, 0.05053647994995117, 0.05090505599975586, 0.050609153747558595, 0.05114777755737305, 0.05093580627441406, 0.05077609634399414, 0.05073097610473633, 0.051023872375488284, 0.05143142318725586, 0.05128192138671875, 0.051179519653320314, 0.05083340835571289, 0.05100339126586914, 0.05112319946289062, 0.05079859161376953, 0.05063679885864258, 0.050784255981445314, 0.05068288040161133, 0.050724864959716794, 0.05088460922241211, 0.050700286865234374, 0.050800640106201174, 0.05062246322631836, 0.050931713104248044, 0.05080473709106445, 0.050786304473876956, 0.05044940948486328, 0.05077196884155273, 0.050680831909179686, 0.0509194221496582, 0.05056716918945312, 0.05091430282592774, 0.051046398162841795, 0.05158707046508789, 0.05104537582397461, 0.05077811050415039, 0.05089593505859375, 0.050772926330566404, 0.05071462249755859, 0.05103615951538086]",tokens/s,19.57862847217915,,,True,,,True,main,False,False
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 344.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 304.50 MiB is free. Process 119021 has 21.88 GiB memory in use. Of the allocated memory 21.41 GiB is allocated by PyTorch, and 192.05 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,l,l,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/l/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947945-07f3416e27b6ba9c1d1a2639;55db4b42-c8e4-4c16-a26f-fefca3e492d4)

Repository Not Found for url: https://huggingface.co/l/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: l is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,B,B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/B/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a4d-2e1f4dfb12b8f37878a01f7d;39d4889b-2000-44de-9c54-b62d74beac22)

Repository Not Found for url: https://huggingface.co/B/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: B is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

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0.06676274871826172]",tokens/s,13.635305683901693,,,True,,,True,main,False,False
4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,M,M,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/M/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947842-2c9ba339468d0c6321eeacbd;214a0608-6e67-4add-ae6e-afface399aa9)

Repository Not Found for url: https://huggingface.co/M/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: M is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.08375603485107422]",tokens/s,9.887125657140555,,,True,,,True,main,False,False
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 48.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 34.50 MiB is free. Process 141008 has 22.14 GiB memory in use. Of the allocated memory 21.60 GiB is allocated by PyTorch, and 263.20 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,01-ai/Yi-6B,01-ai/Yi-6B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1366.396928,5291.638784,0.0,4645.19168,4344.188928,s,10,2.7645340576171877,0.2764534057617188,0.00025955734464515724,0.27634788513183595,0.27678649597167965,0.27695855560302735,0.27709620330810547,"[0.277130615234375, 0.27626751708984376, 0.276314697265625, 0.2763763427734375, 0.2763354187011719, 0.27629461669921873, 0.27635763549804687, 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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,/,/,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: / does not appear to have a file named config.json. Checkout 'https://huggingface.co///tree/None' for available files.

",True,True,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,TencentARC/Mistral_Pro_8B_v0.1,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2193.068032,7149.715456,0.0,6503.268352,6130.204672,s,10,4.2460122985839845,0.42460122985839843,0.0005537363358463642,0.4243983001708984,0.42492352294921876,0.4255625152587891,0.4260737091064453,"[0.4262015075683594, 0.4244366149902344, 0.4244858703613281, 0.4243337707519531, 0.4243599853515625, 0.42455899047851564, 0.4247815246582031, 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4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 71873 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,s,s,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/s/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669476b6-62acd4fe21d5bde721a907ac;107cd19a-fd5e-4e08-9966-9d328ae28d63)

Repository Not Found for url: https://huggingface.co/s/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: s is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 512.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 460.50 MiB is free. Process 149838 has 21.73 GiB memory in use. Of the allocated memory 21.36 GiB is allocated by PyTorch, and 87.33 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.0,,,,1.21.4,,,,0.12.0,,MB,896.606208,6778.519552,0.0,6186.5984,6098.951168,s,1,11.3342763671875,11.3342763671875,0.0,11.3342763671875,11.3342763671875,11.3342763671875,11.3342763671875,[11.3342763671875],,kWh,5.372278576874755e-05,2.942817526885299e-05,8.172534315799979e-05,0.00016487630419560035,,MB,1564.114944,7537.688576,0.0,6891.241472,6575.183872,s,10,3.8479683227539057,0.38479683227539063,0.0010586283731077208,0.3844982757568359,0.3859624389648437,0.38645341796875,0.386846201171875,"[0.3845107421875, 0.3844858093261719, 0.38327191162109375, 0.3841405944824219, 0.3850289306640625, 0.38430935668945315, 0.38694439697265626, 0.38585333251953124, 0.38576947021484376, 0.38365377807617185]",tokens/s,665.2861420043771,kWh,4.548414982318588e-06,2.492253490564863e-06,2.791195609023061e-05,3.495262456311406e-05,tokens/kWh,7324199.633070186,MB,1626.70592,7539.785728,0.0,6893.338624,6575.186432,s,10,32.949237792968745,3.2949237792968744,0.01399259211480769,3.291743041992188,3.312780615234375,3.313728076171875,3.314486044921875,"[3.288233154296875, 3.314675537109375, 3.306576904296875, 3.26565283203125, 3.285633544921875, 3.2889990234375, 3.2901025390625, 3.312570068359375, 3.293383544921875, 3.30341064453125]",tokens/s,19.12032089963671,kWh,3.9299468229903917e-05,2.1536974403787524e-05,0.00011781557715836848,0.00017865201979205998,tokens/kWh,352640.8493636296,,s,630,32.94733207702638,0.052297352503216446,0.0008219106342294482,0.051932159423828124,0.0537566219329834,0.05407718448638916,0.054719631843566895,"[0.05222195053100586, 0.05331148910522461, 0.05179391860961914, 0.05177139282226562, 0.051738624572753904, 0.05183488082885742, 0.05182156753540039, 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4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 408, in set_module_tensor_to_device
    new_value = old_value.to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 1.97 GiB. GPU 0 has a total capacity of 22.18 GiB of which 874.50 MiB is free. Process 80397 has 21.32 GiB memory in use. Of the allocated memory 21.02 GiB is allocated by PyTorch, and 20.69 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,facebook/opt-350m,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1202.454528,1013.448704,0.0,367.0016,281.15456,s,10,0.5170420455932617,0.05170420455932617,0.0019927500328859337,0.05184947204589844,0.052662210845947265,0.054818768692016594,0.05654401496887207,"[0.05697532653808594, 0.04963488006591797, 0.04988550567626953, 0.04992681503295898, 0.051834590911865236, 0.05218297576904297, 0.052009918212890624, 0.051902305603027346, 0.05082537460327148, 0.05186435317993164]",tokens/s,4951.2414354283665,kWh,5.898392195527629e-07,3.2320095488374595e-07,1.816576909313418e-06,2.7296170837499265e-06,tokens/kWh,93786048.4256309,MB,1202.454528,1013.448704,0.0,367.0016,298.884608,s,10,25.31195751953125,2.531195751953125,0.027080945151457755,2.535255737304688,2.5684645263671873,2.569234338378906,2.569850187988281,"[2.5165126953125, 2.488560546875, 2.500708740234375, 2.545905029296875, 2.56829345703125, 2.570004150390625, 2.529230224609375, 2.5492568359375, 2.54128125, 2.50220458984375]",tokens/s,24.889422302241083,kWh,2.952885702301811e-05,1.618289650339376e-05,4.531898857688704e-05,9.103074210329892e-05,tokens/kWh,692073.8922298306,,s,629,25.731172348022454,0.04090806414629962,0.006223221476213263,0.040169471740722655,0.04110868377685547,0.04131000213623047,0.08985792602539062,"[0.04097443389892578, 0.04092099380493164, 0.04067532730102539, 0.04037836837768555, 0.04136038589477539, 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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,-,-,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 106, in _inner_fn
    validate_repo_id(arg_value)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 160, in validate_repo_id
    raise HFValidationError(
huggingface_hub.errors.HFValidationError: Repo id must use alphanumeric chars or '-', '_', '.', '--' and '..' are forbidden, '-' and '.' cannot start or end the name, max length is 96: '-'.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 466, in cached_file
    raise EnvironmentError(
OSError: Incorrect path_or_model_id: '-'. Please provide either the path to a local folder or the repo_id of a model on the Hub.

",True,True,,,
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4bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,v,v,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/v/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947ab0-259dc1e63e92f9241a019d65;15c92ad9-d1c7-4977-ad54-c16d43fbea52)

Repository Not Found for url: https://huggingface.co/v/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: v is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.037623809814453124, 0.037631999969482424, 0.03763814544677734, 0.03761356735229492, 0.03765760040283203, 0.03768627166748047, 0.037550079345703126, 0.03792281723022461, 0.037700607299804685, 0.03762483215332031, 0.03759001541137695, 0.03754598236083984, 0.03988889694213867, 0.03985919952392578, 0.039106559753417966, 0.03820032119750977, 0.039357440948486325, 0.03865190505981445, 0.03830176162719726, 0.038268863677978514, 0.03966156768798828, 0.03817779159545898, 0.03767705535888672, 0.037651454925537106, 0.037684223175048825, 0.03760537719726562, 0.03748147201538086, 0.03759308624267578, 0.03766175842285156, 0.03759916687011719, 0.03763097763061524, 0.08247808074951171, 0.03764121627807617, 0.03751731109619141, 0.037531646728515625, 0.037596160888671876, 0.037585918426513674, 0.037525505065917966, 0.03752345657348633, 0.03764326477050781, 0.037563392639160156, 0.03741593551635742, 0.03796275329589844, 0.03809791946411133, 0.03750707244873047, 0.03743334579467773, 0.03744870376586914, 0.037512191772460936, 0.03753779220581055, 0.03744460678100586, 0.03746918487548828, 0.03737497711181641, 0.03748761749267578, 0.037548030853271484, 0.03750403213500977, 0.03758076858520508, 0.03747840118408203, 0.03779379272460937, 0.04014694213867188, 0.038201343536376955, 0.037548030853271484, 0.03752140808105469, 0.03753574371337891, 0.037526527404785154, 0.037482494354248046, 0.03752140808105469, 0.03751321411132812, 0.0376258544921875, 0.03750297546386719, 0.037515262603759765, 0.03746303939819336, 0.037574657440185545, 0.03751321411132812, 0.03752447891235351, 0.037528575897216795, 0.03759516906738281, 0.03757360076904297, 0.03753676986694336, 0.03744153594970703, 0.03762073516845703, 0.03750400161743164, 0.0375203857421875, 0.03748966217041016, 0.03758694458007812, 0.038059009552001956, 0.03880550384521484, 0.037550079345703126, 0.03755724716186523, 0.037512191772460936, 0.03749068832397461, 0.03745280075073242, 0.037533695220947266, 0.03748044967651367, 0.03750092697143555, 0.08232755279541015, 0.03750092697143555, 0.03745587158203125, 0.038424575805664066, 0.03757875061035156, 0.03752140808105469, 0.037512191772460936, 0.03744153594970703, 0.03809791946411133, 0.03823206329345703, 0.03722444915771484, 0.03757056045532227, 0.037428256988525394, 0.03752854537963867, 0.03743334579467773, 0.037449726104736326, 0.03743743896484375, 0.03752345657348633, 0.0374200325012207, 0.037424129486083986, 0.03742822265625, 0.037400577545166014, 0.0376258544921875, 0.03752447891235351, 0.03748556900024414, 0.037501983642578125, 0.03735548782348633, 0.03750809478759766, 0.03755523300170899, 0.03744662475585937, 0.037569534301757815, 0.03752140808105469, 0.03744255828857422, 0.037544960021972655, 0.037566463470458986, 0.03743641662597656, 0.03746918487548828, 0.03738214492797851, 0.03741593551635742, 0.037495807647705076, 0.03875942230224609, 0.03907993698120117, 0.03941888046264649, 0.03943731307983398, 0.03931852722167969, 0.039005184173583986, 0.03767910385131836, 0.038392833709716793, 0.03784806442260742, 0.037988353729248046, 0.03868979263305664, 0.03782656097412109, 0.038768638610839845, 0.03858534240722656, 0.038623233795166016, 0.03844607925415039, 0.038586368560791014, 0.038161407470703124, 0.0387512321472168, 0.03753574371337891, 0.038525951385498046, 0.03763916778564453, 0.03775692749023438]",tokens/s,25.958284231144873,,,True,,,True,main,False,False
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,.,.,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: . does not appear to have a file named config.json. Checkout 'https://huggingface.co/./tree/None' for available files.

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,a,a,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/a/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947929-688956896b2ea8454900e224;caffae61-cf68-4330-bbb2-bc613626996e)

Repository Not Found for url: https://huggingface.co/a/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: a is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1387.483136,7850.164224,0.0,7203.71712,6493.193728,s,10,4.059634155273438,0.4059634155273438,0.001103674264392059,0.40569137573242187,0.4071859069824219,0.4078888671875,0.40845123535156247,"[0.4054124450683594, 0.40702969360351565, 0.4048889465332031, 0.40580618286132814, 0.4085918273925781, 0.405839111328125, 0.40540826416015624, 0.40557656860351565, 0.40458615112304686, 0.4064949645996094]",tokens/s,630.5986948785957,kWh,4.800695386197833e-06,2.630564592895098e-06,2.7409333038559412e-05,3.4840593017652343e-05,tokens/kWh,7347750.937255717,MB,1387.483136,7850.164224,0.0,7203.71712,6493.196288,s,10,16.430897827148435,1.6430897827148434,0.0006102037937578214,1.6429942626953125,1.64383857421875,1.6438559326171875,1.6438698193359376,"[1.6436746826171875, 1.643834716796875, 1.6426390380859375, 1.6421439208984374, 1.64365576171875, 1.642836181640625, 1.6430631103515625, 1.642251708984375, 1.6429254150390624, 1.643873291015625]",tokens/s,38.34239654019782,kWh,1.942516981893116e-05,1.0645702321377027e-05,7.973358600904145e-05,0.00010980445814934966,tokens/kWh,573747.1962596551,,s,629,20.058644483566283,0.03188973685781603,0.04824512216174802,0.02608332824707031,0.026183679580688478,0.026201702499389648,0.43156943969726563,"[0.025980928421020507, 0.02594611167907715, 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0.02615500831604004, 0.02613555145263672, 0.026201087951660155, 0.02616831970214844, 0.02618880081176758, 0.02616831970214844, 0.026183679580688478, 0.02617344093322754, 0.026190847396850587, 0.026237951278686524, 0.026229759216308594, 0.43282843017578126, 0.025959423065185547, 0.02592051124572754, 0.02595430374145508, 0.025975807189941406, 0.026096639633178712, 0.02611814308166504, 0.026101760864257813, 0.025948160171508788, 0.025969663619995118, 0.025971712112426756, 0.025975807189941406, 0.025976831436157227, 0.026011648178100585, 0.02597478485107422, 0.026002431869506838, 0.025991167068481445, 0.026044416427612304, 0.026008575439453126, 0.026036224365234374, 0.026002431869506838, 0.02651033592224121, 0.026063871383666993, 0.026019840240478515, 0.026038272857666016, 0.026169343948364256, 0.026064895629882814, 0.026057727813720705, 0.02609561538696289, 0.026048511505126954, 0.02609766387939453, 0.026108928680419922, 0.026080255508422853, 0.026064895629882814, 0.02609049606323242, 0.026063871383666993, 0.0261079044342041, 0.02608230400085449, 0.02612531280517578, 0.02607411193847656, 0.026129407882690428, 0.026101760864257813, 0.02611609649658203, 0.026100736618041992, 0.02613350486755371, 0.026102783203125, 0.02612531280517578, 0.02613145637512207, 0.02614476776123047, 0.02616422462463379, 0.02616012763977051, 0.0261529598236084, 0.026171392440795898, 0.026187776565551758, 0.02614886474609375, 0.026185728073120116, 0.02617651176452637, 0.026163200378417968, 0.026178560256958007, 0.026186752319335937, 0.026218496322631835, 0.026184703826904295, 0.026201087951660155]",tokens/s,31.358051164191547,,,True,,True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,1,1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/1/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947b4e-560de76c1154eb542c57f586;b70e705a-af49-4750-b8f6-84df684375fe)

Repository Not Found for url: https://huggingface.co/1/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 1 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: FalconForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1280.364544,5344.067584,0.0,4697.62048,4421.881856,s,10,3.1486493225097654,0.31486493225097656,0.0002939807342814017,0.31474847412109375,0.31507149963378905,0.3153911880493164,0.3156469387817383,"[0.31571087646484375, 0.31471102905273435, 0.3147158203125, 0.31470474243164065, 0.3147270202636719, 0.31480670166015623, 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: FalconForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,8,8,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/8/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479a0-1fbbdf527f0228bc02869a2a;6a6045be-f532-4a45-b00b-2e750687af3e)

Repository Not Found for url: https://huggingface.co/8/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 8 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-4B,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2215.264256,5182.58688,0.0,4536.139776,4256.121856,s,10,1.6264739532470702,0.162647395324707,0.0003281912384167016,0.1625298080444336,0.16274949645996092,0.16318462371826173,0.16353272552490236,"[0.1636197509765625, 0.16254127502441407, 0.16250563049316405, 0.16251834106445312, 0.16245791625976563, 0.16250274658203126, 0.16265280151367187, 0.16258358764648437, 0.16251356506347656, 0.16257833862304688]",tokens/s,1573.9569606320786,kWh,1.9233072930980326e-06,1.0537991564096074e-06,1.195773358051594e-05,1.4934840030023582e-05,tokens/kWh,17141127.691047374,MB,2215.264256,5182.58688,0.0,4536.139776,4291.034624,s,10,49.8424716796875,4.98424716796875,0.03241327125449692,4.9810285644531245,5.026145947265626,5.039070043945313,5.049409321289063,"[4.9574921875, 4.9642841796875, 4.94438330078125, 4.9469423828125, 4.9957255859375, 5.051994140625, 4.98129150390625, 5.02327392578125, 4.980765625, 4.99631884765625]",tokens/s,12.639822600465989,kWh,5.86121732856424e-05,3.2123360148768464e-05,0.00011133939283488443,0.0002020749262692953,tokens/kWh,311765.5473794062,,s,629,51.22392167663577,0.08143707738733821,0.019507122370166215,0.07837593841552734,0.08141434783935547,0.08186122283935547,0.24177139160156252,"[0.08164044952392578, 0.08043827056884766, 0.08166809844970703, 0.08109465789794922, 0.0805928955078125, 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0.08546406555175781, 0.08566783905029297]",tokens/s,10.04447642047581,,,True,,True,True,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,i,i,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/i/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947880-195f67866dc6ba585bcb6078;c5139790-edc8-41d5-ac83-8cb8fbd65ebe)

Repository Not Found for url: https://huggingface.co/i/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: i is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-3b-4e1t,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1228.242944,2800.222208,0.0,2153.775104,2088.753152,s,10,1.2649790267944334,0.12649790267944333,0.0003280693708187316,0.1263900032043457,0.12655504302978515,0.1270161460876465,0.12738502853393555,"[0.12747724914550781, 0.12645257568359375, 0.12636265563964844, 0.12636736297607423, 0.12641741180419921, 0.12641744232177735, 0.12636723327636717, 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0.08226713562011718, 0.08175206756591796, 0.08144793701171875, 0.08139673614501954]",tokens/s,11.280176669038072,,,True,,True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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0.13493145751953126, 0.13232333374023436, 0.13440103149414062, 0.1374853057861328, 0.1321246795654297, 0.1316444091796875, 0.13498777770996093, 0.13587046813964843, 0.1345638427734375, 0.13542195129394533, 0.13572607421875, 0.13557760620117187, 0.13554995727539063, 0.13507379150390625, 0.13550694274902345, 0.1342423095703125, 0.1336678466796875, 0.1333422088623047, 0.13148672485351562, 0.12949708557128906, 0.12954112243652344, 0.13609164428710938, 0.136121337890625, 0.13440921020507812, 0.12961383056640624, 0.1325015106201172, 0.13480447387695313, 0.13543936157226563, 0.13531546020507812, 0.13035417175292968, 0.13136691284179688, 0.12978585815429688, 0.1337681884765625, 0.1357046356201172, 0.13205708312988282, 0.1338705291748047, 0.1345955810546875, 0.1334302673339844, 0.13003878784179687, 0.13068698120117186, 0.1344716796875, 0.12975718688964843, 0.13700813293457031, 0.13509945678710938, 0.13532357788085939, 0.13013095092773438, 0.12921139526367187, 0.1296373748779297, 0.12970803833007813, 0.13485157775878906, 0.13208883666992188, 0.13435699462890624, 0.12935993957519532, 0.12985337829589844, 0.12922880554199218, 0.1330708465576172, 0.1346344909667969, 0.13506048583984376, 0.13404774475097656, 0.13532167053222657, 0.13545164489746095, 0.1351597442626953, 1.52528076171875, 0.13473587036132811, 0.13581004333496094, 0.13492735290527344, 0.13532672119140626, 0.13366989135742188, 0.134223876953125, 0.1294264373779297, 0.13110374450683593, 0.1290577850341797, 0.13171098327636718, 0.1292410888671875, 0.12981964111328126, 0.12979814147949217, 0.12949810791015626, 0.12944895935058592, 0.12901478576660155, 0.12958009338378906, 0.12990559387207032, 0.12968038940429688, 0.12976332092285156, 0.1295564727783203, 0.12957594299316405, 0.12963430786132812, 0.13049650573730467, 0.13555302429199217, 0.1295308837890625, 0.12962509155273438, 0.12947251892089845, 0.1314129943847656, 0.13121945190429687, 0.1377628173828125, 0.13042381286621094, 0.13092352294921875, 0.1299404754638672, 0.12944076538085938, 0.1296302032470703, 0.12979814147949217, 0.12941827392578126, 0.1293383331298828, 0.12923904418945312, 0.13379481506347657, 0.1292922821044922, 0.12971417236328125, 0.129544189453125, 0.13258444213867188, 0.13126144409179688, 0.13596774291992186, 0.13059584045410155, 0.13063168334960937, 0.13027122497558594, 0.13505535888671874, 0.13425765991210936, 0.12959642028808593, 0.12952064514160155, 0.12951654052734374, 0.1300756530761719, 0.13012786865234374, 0.13050265502929687, 0.13764300537109375, 0.1297725372314453, 0.12983091735839844, 0.1316853790283203, 1.5196416015625, 0.12989952087402343, 0.12989234924316406, 0.1298524169921875, 0.12950527954101562, 0.129765380859375, 0.1295134735107422, 0.12923802185058594, 0.13613363647460938, 0.13567079162597656, 0.12978073120117187, 0.13225369262695313, 0.129544189453125, 0.12991693115234376, 0.1297960968017578, 0.13306265258789063, 0.13386341857910156, 0.13502566528320312, 0.12969062805175782, 0.13432217407226563, 0.13638963317871095, 0.13220147705078125, 0.12943463134765626, 0.13354092407226562, 0.1299537353515625, 0.13551513671875, 0.13604556274414062, 0.13567385864257814, 0.13023948669433594, 0.12971929931640624, 0.12970803833007813, 0.1342863311767578, 0.13449830627441406, 0.13504409790039062, 0.13386444091796876, 0.13631901550292969, 0.13030805969238282, 0.1294571533203125, 0.12988006591796875, 0.12966706848144532, 0.12944281005859376, 0.12945613098144532, 0.12934042358398437, 0.13234072875976563, 0.1298350067138672, 0.1302118377685547, 0.13475532531738282, 0.13417062377929687, 0.13708082580566405, 0.13275955200195313, 0.13568211364746094, 0.13535430908203125, 0.12944383239746093, 0.12989439392089844, 0.13532057189941407, 0.12958207702636718, 0.13473587036132811, 0.1347266845703125, 0.13233967590332033, 0.13342822265625, 0.135151611328125, 0.13785189819335938, 0.13017701721191408]",tokens/s,6.588892002622233,,,True,,,True,main,False,False
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,0,0,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/0/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947af4-3badbcae3f1ede8c632bc3c8;27c0383d-168a-4b94-9e68-c88acc758de4)

Repository Not Found for url: https://huggingface.co/0/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 0 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,2,2,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/2/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a24-7bff1ed948b64af9245d3376;1faf5b20-5484-4047-9cb2-a360990a6f4e)

Repository Not Found for url: https://huggingface.co/2/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 2 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,huggyllama/llama-7b,huggyllama/llama-7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1267.675136,5310.513152,0.0,4664.066048,4388.327424,s,10,3.149306671142578,0.3149306671142578,0.0003786809210590018,0.3148073425292969,0.3151804443359375,0.31560160522460934,0.31593853393554683,"[0.31602276611328123, 0.31467379760742187, 0.31508685302734374, 0.3148222045898437, 0.3147432861328125, 0.3148201904296875, 0.3147587280273437, 0.31479449462890624, 0.31484408569335937, 0.3147402648925781]",tokens/s,812.8773305748672,kWh,3.725219916345345e-06,2.0412616345595324e-06,2.375377768356235e-05,2.9520259234467228e-05,tokens/kWh,8672010.566258844,MB,1267.675136,5310.513152,0.0,4664.066048,4388.329984,s,10,40.68903320312501,4.068903320312501,0.02568155718462094,4.07563818359375,4.0924989746093745,4.100485815429687,4.106875288085938,"[4.05038134765625, 4.01346337890625, 4.10847265625, 4.085849609375, 4.0824853515625, 4.08030810546875, 4.0488828125, 4.09072412109375, 4.05749755859375, 4.07096826171875]",tokens/s,15.483287520127528,kWh,4.6836518693922296e-05,2.566947359195978e-05,0.00011625844543723774,0.00018876443772311983,tokens/kWh,333749.30553608073,,s,629,43.45549528503415,0.0690866379730273,0.03736675855632884,0.06506396484375,0.06555607147216798,0.06619919128417968,0.3779529541015625,"[0.06755551910400391, 0.06591366577148437, 0.06367334365844726, 0.0689122543334961, 0.06633049774169922, 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 422.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 84.50 MiB is free. Process 154945 has 22.10 GiB memory in use. Of the allocated memory 21.67 GiB is allocated by PyTorch, and 150.02 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1951.625216,6057.099264,0.0,5410.65216,5087.17056,s,10,3.371180694580078,0.3371180694580078,0.0003106753768554985,0.3369979705810547,0.33725833435058594,0.3376318832397461,0.33793072235107424,"[0.33800543212890627, 0.33695989990234376, 0.33696267700195315, 0.33698373413085936, 0.33701220703125, 0.3371753234863281, 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4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694716d-3d4502bc5719135d01ed711b;c46cc6f4-7326-4e68-973a-1d89c88f0e96)

Repository Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: google/recurrentgemma-7b is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 28.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 8.50 MiB is free. Process 137261 has 22.17 GiB memory in use. Of the allocated memory 21.70 GiB is allocated by PyTorch, and 188.15 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,t,t,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/t/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669478d6-70a847402180333e52cec577;84ddaebb-832d-429c-8163-2424ec31f640)

Repository Not Found for url: https://huggingface.co/t/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: t is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-MoE-A2.7B,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1517.993984,9754.37824,0.0,9107.931136,8963.121152,s,10,6.474350524902343,0.6474350524902344,0.0071454832222554365,0.6491697692871093,0.65416982421875,0.6561875732421875,0.6578017724609375,"[0.6534266357421875, 0.64244091796875, 0.6496339721679687, 0.6359340209960938, 0.635143798828125, 0.6492542724609375, 0.6475048828125, 0.653721435546875, 0.6490852661132812, 0.658205322265625]",tokens/s,395.406456625024,kWh,7.807321080731022e-06,4.278093292271023e-06,1.6910239222626272e-05,2.8995653595628316e-05,tokens/kWh,8828909.448642233,MB,1517.993984,9754.37824,0.0,9107.931136,8963.123712,s,10,379.70457421875,37.970457421875,0.22482269222568638,37.894755859374996,38.21149375,38.36042265625,38.47956578125,"[37.74726171875, 37.91973828125, 37.79262890625, 38.0966875, 38.5093515625, 38.1783984375, 37.83587109375, 37.76275390625, 37.8697734375, 37.992109375]",tokens/s,1.65918464715954,kWh,0.00045022652441014847,0.00024676170439992117,0.0006422136491871809,0.0013392018779972506,tokens/kWh,47042.944783063795,,s,629,384.92266827392604,0.6119597269855735,0.07732522279345393,0.6043299560546875,0.6137816528320312,0.6157035034179688,1.2408375,"[0.591009765625, 0.5934766235351563, 0.5923543090820312, 0.5940879516601563, 0.60214990234375, 0.6043412475585938, 0.5927178344726562, 0.595937255859375, 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4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,x,x,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/x/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479c8-0012680c6fffe6663e8776d1;41eadb64-ee53-4b55-a0d2-9b662f0fc769)

Repository Not Found for url: https://huggingface.co/x/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: x is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-14B,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1900.118016,12191.268864,0.0,11544.82176,11094.616064,s,10,5.836541992187499,0.5836541992187498,0.0001443812292786284,0.5836349182128906,0.5838104858398437,0.5838895874023438,0.5839528686523437,"[0.5839686889648438, 0.5835191650390625, 0.5836349487304687, 0.5837929077148437, 0.5834453735351562, 0.5836348876953125, 0.583677978515625, 0.58374658203125, 0.5835847778320312, 0.5835366821289063]",tokens/s,438.61587964700453,kWh,6.901154345200386e-06,3.7815332189287197e-06,4.4435004683778136e-05,5.511769224790724e-05,tokens/kWh,4644606.650956437,MB,1900.118016,12191.268864,0.0,11544.82176,11094.618624,s,10,49.89078076171875,4.989078076171875,0.012379205238629344,4.98849169921875,5.00612978515625,5.009948193359375,5.013002919921875,"[4.98052490234375, 4.991685546875, 4.99225048828125, 4.99081640625, 4.9861669921875, 4.96999072265625, 4.9759609375, 4.9843369140625, 5.0137666015625, 5.00528125]",tokens/s,12.6275835010263,kWh,5.923263788959127e-05,3.246400802054874e-05,0.00017612281065122038,0.00026781945656136036,tokens/kWh,235233.09623909273,,s,629,55.06060308837892,0.08753672987023674,0.06941634942769871,0.07873331451416016,0.08164207916259765,0.08212213745117188,0.6632734741210937,"[0.08135270690917969, 0.07993241882324219, 0.07831756591796875, 0.08059903717041016, 0.07860838317871094, 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0.07870051574707031, 0.07882546997070312]",tokens/s,11.423776070712105,,,True,,,True,main,False,False
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 112.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 60.50 MiB is free. Process 126243 has 22.12 GiB memory in use. Of the allocated memory 21.76 GiB is allocated by PyTorch, and 75.40 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 112.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 64.50 MiB is free. Process 131813 has 22.12 GiB memory in use. Of the allocated memory 21.76 GiB is allocated by PyTorch, and 70.51 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,r,r,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/r/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947900-15a174f02b41cd3d6ba9c903;29a86a37-35e0-454f-a549-689ecf870d59)

Repository Not Found for url: https://huggingface.co/r/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: r is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1349.832704,6128.402432,0.0,5481.955328,5137.05728,s,10,3.077966064453125,0.3077966064453125,0.0001777774034542627,0.3077797393798828,0.30804296875,0.30810874938964844,0.3081613739013672,"[0.3081745300292969, 0.30762567138671876, 0.30771511840820315, 0.307569091796875, 0.30778128051757814, 0.30762841796875, 0.3077781982421875, 0.3078180847167969, 0.3080283508300781, 0.3078473205566406]",tokens/s,831.7180717373653,kWh,3.637686396889414e-06,1.9931681679736356e-06,2.391038949866637e-05,2.9541244063529417e-05,tokens/kWh,8665850.342980262,MB,1349.832704,6128.402432,0.0,5481.955328,5137.05984,s,10,28.99821948242187,2.899821948242187,0.031859181094372316,2.9059473876953126,2.937660205078125,2.939135888671875,2.940316435546875,"[2.935626220703125, 2.9176376953125, 2.867580810546875, 2.871183349609375, 2.89978369140625, 2.858686279296875, 2.85766650390625, 2.937332275390625, 2.940611572265625, 2.912111083984375]",tokens/s,21.725471813257126,kWh,3.4180286468480185e-05,1.8732554342277583e-05,9.950407034393599e-05,0.00015241691115469369,tokens/kWh,413339.9602624076,,s,629,31.721402362823493,0.05043148229383702,0.03658153973827629,0.046491649627685545,0.047021054840087895,0.04739932098388672,0.35323539428710937,"[0.046814208984375, 0.04816588973999023, 0.04747468948364258, 0.048302078247070314, 0.04748799896240234, 0.04682342529296875, 0.04672512054443359, 0.04619571304321289, 0.04680704116821289, 0.04694220733642578, 0.04671078491210937, 0.04684902572631836, 0.04669747161865234, 0.04596121597290039, 0.04693299102783203, 0.046783489227294923, 0.04518809509277344, 0.04531916809082031, 0.046794750213623046, 0.046704639434814454, 0.04684902572631836, 0.046696449279785154, 0.04701696014404297, 0.04661350250244141, 0.0467322883605957, 0.04663296127319336, 0.0452044792175293, 0.0450252799987793, 0.04511743927001953, 0.04605644989013672, 0.04680704116821289, 0.04671692657470703, 0.04668620681762695, 0.046669822692871094, 0.04672716903686523, 0.0467322883605957, 0.046959617614746096, 0.046470142364501955, 0.047078399658203124, 0.0468961296081543, 0.04692377471923828, 0.04505190277099609, 0.04522086334228516, 0.04678246307373047, 0.04680908966064453, 0.046534656524658206, 0.046721023559570314, 0.04663808059692383, 0.04631039810180664, 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0.046671871185302735, 0.0469483528137207, 0.04513587188720703, 0.04505497741699219, 0.04505702209472656, 0.044990463256835936, 0.044951553344726565, 0.045020160675048826, 0.045009918212890625, 0.045026302337646484, 0.04508160018920898, 0.044981311798095704, 0.04500166320800781, 0.04506419372558594, 0.04495872116088867, 0.044918785095214846, 0.04501299285888672, 0.04542464065551758, 0.045671424865722655, 0.046783489227294923]",tokens/s,19.82888375506276,,,True,,True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 62831 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained
    cls.register(config.__class__, model_class, exist_ok=True)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register
    raise ValueError(
ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has <class 'transformers_modules.internlm.internlm-20b.80729bcf52fbc4553d965926b27304ac5e156d98.configuration_internlm.InternLMConfig'> and you passed <class 'transformers_modules.no_weights_model.configuration_internlm.InternLMConfig'>. Fix one of those so they match!

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 192.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 186.50 MiB is free. Process 68260 has 22.00 GiB memory in use. Of the allocated memory 21.68 GiB is allocated by PyTorch, and 29.57 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,m,m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/m/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694766f-3037e0e37d7aa55e71179864;6428303c-bcde-4143-8e3c-210cc835bbc6)

Repository Not Found for url: https://huggingface.co/m/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: m is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,openai-community/gpt2-large,openai-community/gpt2-large,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1222.713344,1512.57088,0.0,866.123776,684.099584,s,10,0.561086338043213,0.056108633804321295,0.0035148976472022518,0.0564486083984375,0.057431370925903315,0.061524469947814936,0.06479894916534425,"[0.06561756896972656, 0.05648406219482422, 0.056521793365478516, 0.05329129409790039, 0.05319142532348633, 0.05651651382446289, 0.05643014526367188, 0.05331520080566406, 0.05325126266479492, 0.05646707153320313]",tokens/s,4562.577675528499,kWh,6.436239964000269e-07,3.5267546171701763e-07,3.0883297653477015e-06,4.084629223464746e-06,tokens/kWh,62673987.28123737,MB,1222.713344,1512.57088,0.0,866.123776,684.102144,s,10,28.886861328125,2.8886861328125,0.027475220228983875,2.887130615234375,2.925941015625,2.9327892333984376,2.9382678076171875,"[2.887684814453125, 2.924419189453125, 2.851697021484375, 2.88405615234375, 2.853321533203125, 2.906415771484375, 2.886576416015625, 2.86203173828125, 2.891021240234375, 2.939637451171875]",tokens/s,21.809222983551198,kWh,3.410791172389534e-05,1.8689823694067733e-05,5.8687858544452886e-05,0.00011148559396241596,tokens/kWh,565095.4330587194,,s,629,29.33594827651979,0.046639027466645104,0.0066635445975635876,0.046545921325683595,0.046991565704345706,0.04736532363891602,0.09760795471191407,"[0.04604415893554688, 0.0458076171875, 0.046311424255371096, 0.046036991119384765, 0.045744129180908207, 0.04607385635375977, 0.0460871696472168, 0.04542464065551758, 0.045894657135009766, 0.04602163314819336, 0.045325313568115234, 0.04474982452392578, 0.04440576171875, 0.044355583190917966, 0.044477439880371096, 0.0444846076965332, 0.04544102478027344, 0.0447088623046875, 0.04429721450805664, 0.04425625610351563, 0.044252159118652344, 0.04428902435302735, 0.04501913452148437, 0.046720001220703126, 0.04455734252929688, 0.044278751373291014, 0.04493926239013672, 0.04455731201171875, 0.04495257568359375, 0.04426444625854492, 0.04478771209716797, 0.04440678405761719, 0.04436275100708008, 0.04792115020751953, 0.04794777679443359, 0.04711219024658203, 0.04702105712890625, 0.04687155151367187, 0.04680499267578125, 0.04695654296875, 0.047051807403564454, 0.046821342468261716, 0.04677529525756836, 0.047642623901367184, 0.047184928894042966, 0.04670051193237305, 0.04711219024658203, 0.0469667854309082, 0.04689920043945312, 0.04689100646972656, 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 344.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 304.50 MiB is free. Process 120836 has 21.88 GiB memory in use. Of the allocated memory 21.41 GiB is allocated by PyTorch, and 192.05 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,l,l,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/l/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947952-475e6d803dc6546f5a2e0bcc;6a29ed8a-ce69-41cc-b0b4-d27e5f0e9526)

Repository Not Found for url: https://huggingface.co/l/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: l is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,B,B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/B/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a5b-6e9df10247a453f341670a10;88ed44ad-6e09-4741-b42d-eb73af650744)

Repository Not Found for url: https://huggingface.co/B/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: B is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,huggyllama/llama-30b,huggyllama/llama-30b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1258.205184,20246.429696,0.0,19599.982592,18883.392512,s,10,14.637272094726562,1.463727209472656,0.0011422170241880813,1.4633424682617187,1.4647964965820313,1.4656775451660156,1.4663823840332033,"[1.46655859375, 1.4646007080078125, 1.464500732421875, 1.462626708984375, 1.4627454833984375, 1.4629149169921876, 1.4630015869140625, 1.463301513671875, 1.463638427734375, 1.4633834228515625]",tokens/s,174.8959767525469,kWh,1.7319040844837825e-05,9.490735810250043e-06,0.000115426231229801,0.00014223600788488885,tokens/kWh,1799825.542117155,MB,1258.205184,20246.429696,0.0,19599.982592,18883.395072,s,10,74.99658349609375,7.4996583496093745,0.07745567856721523,7.51322607421875,7.594755517578125,7.617662670898437,7.635988393554688,"[7.40775830078125, 7.40062255859375, 7.5155556640625, 7.510896484375, 7.64056982421875, 7.3875166015625, 7.5222734375, 7.5896650390625, 7.516587890625, 7.5051376953125]",tokens/s,8.400382665869227,kWh,8.816561998592486e-05,4.832256516634515e-05,0.0003498333076441984,0.0004863214927964684,tokens/kWh,129543.9353044721,,s,629,88.04938673400879,0.13998312676313002,0.17380070114491072,0.11748863983154297,0.12289228973388672,0.1233991683959961,1.580889833984375,"[0.11697049713134766, 0.11677391815185546, 0.11645235443115234, 0.11661513519287109, 0.11661516571044922, 0.11714457702636719, 0.11668685150146485, 0.11664895629882813, 0.1166376953125, 0.116853759765625, 0.11657318115234375, 0.11655987548828126, 0.12227174377441406, 0.11783372497558593, 0.11668582153320313, 0.1219788818359375, 0.11895091247558594, 0.1225185317993164, 0.12198502349853516, 0.1193482208251953, 0.12163788604736328, 0.12191027069091796, 0.12210892486572265, 0.11984384155273438, 0.1190113296508789, 0.11865395355224609, 0.11642476654052734, 0.11650041961669921, 0.1170873260498047, 0.11642668914794922, 0.11743126678466796, 0.11731046295166016, 0.11665408325195313, 0.11662643432617187, 0.11647078704833984, 0.11681996917724609, 0.11640115356445313, 0.11671244812011719, 0.11657113647460937, 0.11655577850341797, 0.11771084594726562, 0.11678822326660156, 0.11621587371826173, 0.11655264282226563, 0.11678822326660156, 0.11654962921142578, 0.1166192626953125, 0.11692339324951172, 0.11663565063476562, 0.11656816101074219, 0.11652188873291015, 0.11677696228027344, 0.11702783966064453, 0.11717839813232422, 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0.06391603088378907, 0.06375731277465821]",tokens/s,14.426896549898453,,,True,,,True,main,False,False
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,M,M,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/M/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947851-0bea96e67f60f2c10ab10373;b138722d-761b-4e12-ab1d-f6f5121b0b2c)

Repository Not Found for url: https://huggingface.co/M/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: M is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 48.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 34.50 MiB is free. Process 142907 has 22.14 GiB memory in use. Of the allocated memory 21.60 GiB is allocated by PyTorch, and 263.20 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,01-ai/Yi-6B,01-ai/Yi-6B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1333.420032,5291.638784,0.0,4645.19168,4344.057856,s,10,2.7283029174804687,0.27283029174804685,0.00019183435151615697,0.2727732391357422,0.2729598846435547,0.27316828155517575,0.2733349990844727,"[0.27337667846679686, 0.2727817993164062, 0.2727705993652344, 0.27266717529296874, 0.2727142028808594, 0.2727542419433594, 0.2728020935058594, 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0.0663193588256836, 0.06911488342285156]",tokens/s,14.042194224923248,,,True,,True,True,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,/,/,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: / does not appear to have a file named config.json. Checkout 'https://huggingface.co///tree/None' for available files.

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,TencentARC/Mistral_Pro_8B_v0.1,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2084.90496,7149.715456,0.0,6503.268352,6130.0736,s,10,4.198468322753906,0.41984683227539055,0.00026707688741274484,0.41979853820800783,0.4200346771240234,0.42028520660400387,0.4204856301879883,"[0.42053573608398437, 0.4196535339355469, 0.41954214477539065, 0.41960113525390624, 0.41997900390625, 0.4198921813964844, 0.41972802734375, 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0.04537241744995117, 0.04806041717529297, 0.0468746223449707, 0.04557107162475586, 0.04600320053100586, 0.045722625732421876, 0.04577689743041992, 0.04563455963134765, 0.046031871795654294, 0.04583116912841797, 0.04548505783081055, 0.04575948715209961, 0.04555059051513672, 0.04584243011474609, 0.04545945739746094, 0.046415870666503906, 0.047132671356201174, 0.04574105453491211, 0.045704193115234375, 0.045835262298583986, 0.04601139068603516, 0.045557758331298825, 0.04679270553588867, 0.04575436782836914, 0.04590182495117188, 0.04564889526367188, 0.04560179138183594, 0.04638105773925781, 0.04566016006469727, 0.04569497680664063, 0.04595097732543945, 0.046668800354003906, 0.045551616668701174, 0.0455546875, 0.04570009613037109, 0.04563558578491211, 0.04602982330322265, 0.04555059051513672, 0.045892608642578124, 0.04544307327270508, 0.04545228958129883, 0.04565606307983398, 0.04544921493530273, 0.04571852874755859, 0.045466625213623046, 0.04657561492919922, 0.04554240036010742, 0.04594278335571289, 0.045641727447509765, 0.04561612701416016, 0.04659199905395508, 0.04559360122680664, 0.046717952728271485, 0.045661182403564454, 0.045879295349121094, 0.04558233642578125, 0.04571136093139649, 0.0455362548828125, 0.045518848419189455, 0.04572467041015625, 0.04556288146972656]",tokens/s,19.927099762503776,,,True,,True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 73666 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,s,s,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/s/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669476c7-23630e677c93390875db69a5;f7411256-d1cd-4d71-9278-88cfcbd79e3d)

Repository Not Found for url: https://huggingface.co/s/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: s is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: FalconForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.0,,,,1.21.4,,,,0.12.0,,MB,894.377984,6778.519552,0.0,6186.5984,6098.951168,s,1,11.4370771484375,11.4370771484375,0.0,11.4370771484375,11.4370771484375,11.4370771484375,11.4370771484375,[11.4370771484375],,kWh,5.3780205830554454e-05,2.943866894117018e-05,8.174784317599437e-05,0.00016496671794771902,,MB,1589.858304,7537.688576,0.0,6891.241472,6575.0528,s,10,3.833804718017578,0.3833804718017578,0.0005187281964948694,0.38353559875488286,0.3838595397949219,0.3839844268798828,0.38408433654785157,"[0.3832379760742187, 0.3834915466308594, 0.38327545166015625, 0.383831787109375, 0.3835796508789063, 0.38292718505859374, 0.383620361328125, 0.38410931396484377, 0.38360043334960936, 0.3821310119628906]",tokens/s,667.7439745349758,kWh,4.530826895396353e-06,2.482697927828931e-06,2.779323211111143e-05,3.4806756934336714e-05,tokens/kWh,7354893.777749719,MB,1620.570112,7539.785728,0.0,6893.338624,6575.05536,s,10,31.286908203124995,3.1286908203124995,0.027333211211570434,3.1254420166015624,3.1700425292968752,3.172151025390625,3.173837822265625,"[3.103948486328125, 3.102289306640625, 3.15056396484375, 3.1380263671875, 3.10223583984375, 3.126062744140625, 3.095126708984375, 3.174259521484375, 3.169573974609375, 3.1248212890625]",tokens/s,20.136217868184062,kWh,3.754432953883985e-05,2.0576545113491605e-05,0.00011517004892608775,0.00017329092357841916,tokens/kWh,363550.4889642456,,s,630,31.285017562866233,0.04965875803629557,0.0007592475313315199,0.04935935974121094,0.05062461433410645,0.05077381229400635,0.05163745227813722,"[0.050151424407958986, 0.0499865608215332, 0.04878950500488281, 0.048935935974121096, 0.04900556945800781, 0.049511425018310545, 0.048756736755371094, 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0.05056409454345703, 0.050625537872314455, 0.05061119842529297, 0.05033881759643555, 0.05063167953491211, 0.05023539352416992, 0.05056512069702149, 0.05063987350463867, 0.050764801025390625, 0.050493438720703124, 0.05008588790893555, 0.050320384979248046, 0.05041049575805664, 0.050424831390380856, 0.05029785537719727, 0.05044019317626953, 0.05046579360961914, 0.05052928161621094, 0.05039923095703125, 0.05007257461547852, 0.050907135009765625, 0.05271244812011719, 0.051195903778076174, 0.05086105728149414, 0.0505241584777832, 0.050500606536865236, 0.04913151931762695, 0.050661376953125, 0.049535999298095705, 0.049084449768066404, 0.04894307327270508, 0.04889497756958008, 0.049023998260498046, 0.04904243087768555, 0.05272883224487305, 0.05068492889404297, 0.05079654312133789, 0.05063375854492187, 0.05069615936279297, 0.05052620697021484, 0.05061427307128906, 0.04966912078857422, 0.050255870819091795, 0.05046886444091797, 0.0506163215637207, 0.05037055969238281, 0.04992102432250976, 0.050299903869628904, 0.050574337005615234, 0.05037977600097656, 0.05010943984985351, 0.05042073440551758, 0.05046988677978516, 0.050710529327392576, 0.05020569610595703, 0.050187263488769535, 0.050561023712158204, 0.05044019317626953, 0.05065830230712891, 0.05034598541259765, 0.049996799468994144, 0.0503111686706543, 0.051961856842041014, 0.05140480041503906, 0.050272254943847655, 0.050549758911132815, 0.0504719352722168, 0.05005516815185547, 0.05024460983276367, 0.05016166305541992, 0.05072281646728516, 0.050299903869628904, 0.0504268798828125, 0.05082828903198242, 0.05048831939697265, 0.05029683303833008, 0.05050982284545898, 0.05039820861816406, 0.0504268798828125, 0.05030912017822266, 0.05056512069702149, 0.05030092620849609, 0.05114265441894531, 0.05113958358764648, 0.05007155227661133, 0.050277374267578126, 0.049053695678710936, 0.04901580810546875, 0.0491960334777832, 0.050301952362060545, 0.05031731033325195, 0.05127987289428711, 0.050644992828369144, 0.0493383674621582, 0.04927283096313476, 0.049309696197509766, 0.05096857452392578, 0.05063679885864258, 0.05072076797485352, 0.050695167541503904, 0.050601982116699216, 0.05044224166870117, 0.05064191818237305, 0.050487297058105465, 0.05061529541015625, 0.05061324691772461, 0.05055897521972656, 0.05089279937744141, 0.050697216033935545, 0.05038079833984375, 0.050582527160644535, 0.050576385498046876, 0.05079654312133789, 0.04910079956054687, 0.0489881591796875, 0.04903219223022461, 0.049075199127197267, 0.04901683044433594, 0.048996353149414064, 0.04904857635498047, 0.048612350463867186, 0.049068031311035154, 0.048942081451416014, 0.04898713684082031, 0.04904447937011719, 0.04899123382568359, 0.04894515228271484, 0.04969574356079102, 0.05071155166625976, 0.04910182571411133, 0.04922982406616211, 0.04906086349487305, 0.049119232177734375, 0.04904959869384766, 0.04905779266357422, 0.04901683044433594, 0.0489697265625, 0.04899737548828125, 0.048968704223632815, 0.04901171112060547, 0.04904959869384766, 0.04901068878173828, 0.048933887481689455, 0.049105918884277344, 0.04903219223022461, 0.04916326522827148, 0.04913356781005859, 0.04906905746459961, 0.04934041595458984, 0.04952883148193359, 0.04908544158935547, 0.04928716659545898, 0.049215518951416015, 0.04908848190307617]",tokens/s,20.13743475559941,,,True,,,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 408, in set_module_tensor_to_device
    new_value = old_value.to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 1.97 GiB. GPU 0 has a total capacity of 22.18 GiB of which 874.50 MiB is free. Process 81372 has 21.32 GiB memory in use. Of the allocated memory 21.02 GiB is allocated by PyTorch, and 20.69 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,-,-,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 106, in _inner_fn
    validate_repo_id(arg_value)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 160, in validate_repo_id
    raise HFValidationError(
huggingface_hub.errors.HFValidationError: Repo id must use alphanumeric chars or '-', '_', '.', '--' and '..' are forbidden, '-' and '.' cannot start or end the name, max length is 96: '-'.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 466, in cached_file
    raise EnvironmentError(
OSError: Incorrect path_or_model_id: '-'. Please provide either the path to a local folder or the repo_id of a model on the Hub.

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-2-12b,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1273.540608,9423.028224,0.0,8776.58112,8412.704768,s,10,5.242245483398438,0.5242245483398438,0.000402893624885398,0.5241179504394531,0.5244895263671875,0.5249131591796875,0.5252520654296875,"[0.5253367919921875, 0.5238970947265625, 0.5240131225585938, 0.5240582885742188, 0.5241776123046875, 0.5243953857421875, 0.5242723388671875, 0.5240440063476562, 0.5242000732421875, 0.5238507690429688]",tokens/s,488.34035111617965,kWh,6.206139706903035e-06,3.4007165286675443e-06,3.942498987329623e-05,4.903184610886681e-05,tokens/kWh,5221096.497806667,MB,1273.540608,9423.028224,0.0,8776.58112,8412.707328,s,10,85.8295234375,8.58295234375,0.13595801766278945,8.5525556640625,8.76601298828125,8.783763818359375,8.797964482421875,"[8.8015146484375, 8.61472265625, 8.6848310546875, 8.762068359375, 8.490388671875, 8.6867724609375, 8.4550302734375, 8.4461953125, 8.4609775390625, 8.4270224609375]",tokens/s,7.340131632663185,kWh,0.00010253545583950149,5.619770754030469e-05,0.00022307397012570615,0.0003818071335055123,tokens/kWh,165004.77458756135,,s,629,90.40609585571292,0.1437298821235499,0.06233101154495006,0.13542195129394533,0.14029560241699218,0.14086000061035156,0.6581927221679688,"[0.13954354858398438, 0.13999002075195313, 0.13924249267578126, 0.13924659729003908, 0.13883084106445312, 0.14009446716308593, 0.14039657592773438, 0.14079484558105468, 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0.13454541015625]",tokens/s,6.957495443712966,,,True,,,True,main,False,False
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,v,v,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/v/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947ac0-358901be6ca8194f76d9f18f;11109cfb-c5f7-409e-8cfe-4f0d508ae522)

Repository Not Found for url: https://huggingface.co/v/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: v is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1321.459712,9760.669696,0.0,9114.222592,8557.000192,s,10,5.643221618652344,0.5643221618652344,0.000403854543753854,0.5642048950195313,0.5643798950195312,0.5649501403808594,0.5654063366699219,"[0.5655203857421875, 0.564240478515625, 0.5640361328125, 0.5642513427734375, 0.5642036743164063, 0.56417333984375, 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0.015689727783203124, 0.01561292839050293, 0.015630335807800294, 0.015539199829101562, 0.015574015617370606, 0.015606783866882324, 0.015633407592773436, 0.01567743968963623, 0.015549440383911133, 0.015600640296936035, 0.015572992324829102, 0.015598591804504394, 0.015643648147583008, 0.015839232444763183, 0.015678463935852052, 0.015642623901367187, 0.01558835220336914, 0.01562828826904297, 0.015602687835693359, 0.015643648147583008, 0.015607808113098144, 0.015548416137695312, 0.015637503623962403, 0.015594495773315429, 0.01559347152709961, 0.015633407592773436, 0.015722496032714844, 0.01579520034790039, 0.015634431838989257, 0.0158023681640625]",tokens/s,62.56375335768239,,,True,,True,True,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1341.059072,1296.564224,0.0,650.11712,588.731904,s,10,0.41001869201660157,0.04100186920166016,0.0015763475103751858,0.04049292755126953,0.041131371307373044,0.04342835845947265,0.04526594818115234,"[0.045725345611572266, 0.04048380661010742, 0.040620929718017576, 0.04052515029907226, 0.04052361679077148, 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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0.020779552459716796]",tokens/s,12117.149267704905,kWh,2.533718058380922e-07,1.3882847823372388e-07,6.260830609421861e-07,1.0182833450140022e-06,tokens/kWh,251403503.01661843,MB,1455.833088,897.056768,0.0,243.269632,198.57408,s,10,10.307524963378906,1.0307524963378907,0.009364023755776867,1.0287652587890626,1.0428740112304689,1.0470575500488282,1.0504043811035155,"[1.0512410888671875, 1.0325052490234374, 1.0419443359375, 1.0278052978515626, 1.034191650390625, 1.02528662109375, 1.0297252197265625, 1.0233887939453126, 1.0240123291015626, 1.0174243774414062]",tokens/s,61.12039526833995,kWh,1.2453259498884152e-05,6.8210874241146196e-06,1.966576650585777e-05,3.894011342885655e-05,tokens/kWh,1617868.9390594813,,s,630,10.303164345741255,0.01635422912022424,0.0003810199972276239,0.01620838451385498,0.0167540735244751,0.016940233516693114,0.017799218902587892,"[0.016936960220336913, 0.016742399215698242, 0.016711679458618164, 0.016901119232177735, 0.0167956485748291, 0.016841728210449217, 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0.016531455993652345, 0.016550943374633788, 0.016542751312255858, 0.01652627182006836, 0.016579584121704103, 0.016905216217041014, 0.016561151504516602, 0.016499711990356446, 0.016492544174194337, 0.016501760482788085, 0.016534528732299804, 0.016506879806518555, 0.016538623809814454, 0.016563199996948243, 0.016547840118408205, 0.016559104919433593, 0.016514047622680664, 0.0172677116394043, 0.01725651168823242, 0.017166271209716796, 0.017116159439086915, 0.0171909122467041, 0.01719705581665039, 0.017139711380004884, 0.01764556884765625]",tokens/s,58.3465719002162,,,True,,,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,1034.56768,5179.441152,0.0,4542.431232,4484.571136,s,1,10.97888671875,10.97888671875,0.0,10.97888671875,10.97888671875,10.97888671875,10.97888671875,[10.97888671875],,kWh,4.8727323691664675e-05,2.6686341901994944e-05,7.078283440398181e-05,0.00014619649999764143,,MB,1594.679296,5726.797824,0.0,5073.010688,4884.617216,s,10,3.240824005126953,0.3240824005126953,4.959258082492402e-05,0.32407139587402345,0.3241601776123047,0.32416150970458985,0.32416257537841797,"[0.324162841796875, 0.32407574462890626, 0.3241598815917969, 0.32407623291015625, 0.32413052368164064, 0.32405657958984374, 0.3240045471191406, 0.3240470275878906, 0.32406704711914064, 0.3240435791015625]",tokens/s,789.9225616541053,kWh,3.834442549462667e-06,2.100375099422038e-06,2.4637340498386947e-05,3.057215814727165e-05,tokens/kWh,8373631.94206969,MB,1605.189632,5741.477888,0.0,5087.690752,4884.619776,s,10,31.73054833984375,3.173054833984375,0.02785210604875858,3.1845927734375,3.19845205078125,3.2051477783203124,3.210504360351562,"[3.211843505859375, 3.137948486328125, 3.14718408203125, 3.196964111328125, 3.15889111328125, 3.17979443359375, 3.1957109375, 3.12325048828125, 3.18939111328125, 3.189570068359375]",tokens/s,19.854683671158465,kWh,3.81827508358834e-05,2.0926712754680362e-05,9.90480917832136e-05,0.0001581575553737774,tokens/kWh,398336.96121004556,,s,630,31.72707231521611,0.05036043224637471,0.0011899744664336691,0.0508011531829834,0.0516971794128418,0.051990323066711426,0.053165947799682624,"[0.050283519744873044, 0.051402751922607424, 0.05140377426147461, 0.05133107376098633, 0.051708927154541014, 0.04927078247070313, 0.04900966262817383, 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa
    raise ValueError(
ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,14707.662848,8088.190976,0.0,7451.181056,7445.507072,s,1,22.805439453125,22.805439453125,0.0,22.805439453125,22.805439453125,22.805439453125,22.805439453125,[22.805439453125],,kWh,0.0001878593019395933,0.00010294380855784746,0.00027332438532595704,0.0005641274958233977,,MB,1537.196032,8243.380224,0.0,7581.20448,7570.843648,s,10,1.1496329269409178,0.1149632926940918,0.0009621471044858671,0.11455648040771485,0.1165425796508789,0.11669388198852539,0.11681492385864257,"[0.11549139404296875, 0.11473628997802734, 0.11406572723388672, 0.11650895690917969, 0.11415817260742188, 0.11418278503417968, 0.11684518432617187, 0.11420256042480469, 0.115065185546875, 0.11437667083740234]",tokens/s,2226.797736919346,kWh,1.3672754296695035e-06,7.49155279172015e-07,3.5908170488969253e-06,5.707247757738444e-06,tokens/kWh,44855245.62218106,MB,1555.808256,8255.963136,0.0,7593.787392,7514.46784,s,10,69.345517578125,6.9345517578125,0.0341025604297792,6.931351318359375,6.967566357421875,6.991375708007812,7.010423188476563,"[6.94205517578125, 7.01518505859375, 6.88984521484375, 6.8996201171875, 6.94491455078125, 6.962275390625, 6.935095703125, 6.92760693359375, 6.9066806640625, 6.92223876953125]",tokens/s,9.084941925629712,kWh,8.274171065130341e-05,4.5346549304391506e-05,0.00015851970152829957,0.0002866079614839945,tokens/kWh,219812.4562688333,,s,630,69.34288996887209,0.11006807931566996,0.0013584251584948777,0.10968473815917969,0.11210895614624022,0.1126927848815918,0.11390895042419434,"[0.10914713287353515, 0.10895667266845703, 0.10879488372802734, 0.10900070190429688, 0.1091624984741211, 0.10890751647949219, 0.10893721771240235, 0.10984857940673828, 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0.10948607635498046]",tokens/s,9.085286181219244,,,,,,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,1121.890304,5179.441152,0.0,4542.431232,4484.571136,s,1,11.192716796875,11.192716796875,0.0,11.192716796875,11.192716796875,11.192716796875,11.192716796875,[11.192716796875],,kWh,5.1595438104158755e-05,2.823925101192712e-05,7.49336710579862e-05,0.00015476836017407208,,MB,1598.971904,5726.797824,0.0,5073.010688,4884.617216,s,10,3.2418209228515624,0.32418209228515626,0.0002527229984558858,0.32409469604492186,0.3242701171875,0.324595751953125,0.324856259765625,"[0.32492138671875, 0.324186279296875, 0.32419775390625, 0.3241352844238281, 0.32407809448242186, 0.32405816650390623, 0.3241023254394531, 0.3240870666503906, 0.32401776123046877, 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B-Instruct,meta-llama/Meta-Llama-3-8B-Instruct,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 416.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 22.50 MiB is free. Process 25169 has 22.16 GiB memory in use. Of the allocated memory 21.83 GiB is allocated by PyTorch, and 41.40 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 416.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 22.50 MiB is free. Process 27208 has 22.16 GiB memory in use. Of the allocated memory 21.83 GiB is allocated by PyTorch, and 41.40 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,MB,884.584448,6712.459264,0.0,6075.449344,6044.13184,s,1,12.6656181640625,12.6656181640625,0.0,12.6656181640625,12.6656181640625,12.6656181640625,12.6656181640625,[12.6656181640625],,kWh,5.2495551483329765e-05,2.8752648029521254e-05,7.95986747900157e-05,0.00016084687430286673,,MB,1561.030656,7240.941568,0.0,6587.154432,6470.128128,s,10,3.390058380126953,0.3390058380126953,0.0001135406385866938,0.3389542388916016,0.33914345703125,0.3392134674072266,0.3392694757080078,"[0.3392834777832031, 0.33898101806640624, 0.33912789916992186, 0.33895346069335935, 0.3389482421875, 0.3389430541992188, 0.33890924072265627, 0.3390588073730469, 0.33889816284179686, 0.33895501708984377]",tokens/s,755.1492372541773,kWh,4.0083861872221865e-06,2.196300475145839e-06,2.485035321360037e-05,3.105503987596839e-05,tokens/kWh,8243428.474812645,MB,1611.89888,7253.52448,0.0,6599.737344,6470.130688,s,10,37.8586552734375,3.78586552734375,0.027731315895786365,3.7934312744140626,3.808690283203125,3.810459521484375,3.8118749121093747,"[3.712818115234375, 3.77170556640625, 3.808297119140625, 3.77198388671875, 3.812228759765625, 3.798379638671875, 3.8078828125, 3.79314404296875, 3.793718505859375, 3.788496826171875]",tokens/s,16.64084462191721,kWh,4.315723848277729e-05,2.3652550783977512e-05,0.00011267192347079828,0.00017948171273755306,tokens/kWh,351010.6909449972,,s,630,37.856512073516846,0.060089701703995,0.0011845206934784976,0.06042624092102051,0.06095574913024902,0.061191783332824705,0.06200095718383789,"[0.05830553436279297, 0.05819801712036133, 0.060843006134033206, 0.061325313568115235, 0.06081126403808594, 0.060554241180419924, 0.06057062530517578, 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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B-Instruct,meta-llama/Meta-Llama-3-8B-Instruct,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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0.12188569641113281]",tokens/s,8.548725111121685,,,,,,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 416.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 22.50 MiB is free. Process 23122 has 22.16 GiB memory in use. Of the allocated memory 21.83 GiB is allocated by PyTorch, and 41.40 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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0.09011507415771484, 0.08944127655029296, 0.08985600280761719, 0.09052569580078125, 0.08991232299804687, 0.08980274963378906, 0.08988671875, 0.0903403549194336, 0.09115955352783203, 0.09042841339111328, 0.08939212799072266, 0.09002598571777344, 0.08968601226806641, 0.09025023651123047, 0.090029052734375, 0.08919142150878906, 0.09027686309814453, 0.08934194946289062, 0.08937369537353515, 0.09070796966552734, 0.08968396759033204, 0.09031884765625, 0.0897105941772461, 0.08981094360351563, 0.08971775817871094, 0.08974642944335938, 0.08946482849121094, 0.08962252807617188, 0.0895621109008789, 0.0899266586303711, 0.09093631744384766, 0.08985702514648437, 0.08946278381347657, 0.08952114868164063, 0.09197875213623047, 0.09022463989257813, 0.090102783203125, 0.08975667572021484, 0.08980274963378906, 0.08982220458984375, 0.08958566284179688, 0.08950067138671874, 0.09121894073486328, 0.09105305480957031, 0.08974131011962891, 0.08945664215087891, 0.08993484497070313, 0.08964505767822266, 0.09141043090820312, 0.08994611358642578, 0.09054105377197266, 0.08991129302978515, 0.08973824310302735, 0.09047142028808594, 0.089997314453125, 0.08943001556396485, 0.08985497283935547, 0.08965837097167968, 0.08940032196044922, 0.08988365173339843, 0.08939929962158204, 0.0899952621459961, 0.08966143798828125, 0.08967782592773438, 0.08944127655029296, 0.09122713470458985, 0.0898744354248047, 0.08931942749023437, 0.08980377960205078, 0.08957440185546875, 0.08956416320800781, 0.08937062072753907, 0.09000447845458984, 0.08989593505859375, 0.08914431762695313, 0.0891361312866211, 0.09004338836669921, 0.08997171020507813, 0.08417382049560547, 0.0847298583984375, 0.08464691162109375, 0.08457625579833984, 0.08585830688476563, 0.08974642944335938, 0.08950272369384765, 0.08969932556152344, 0.08937471771240234, 0.09110733032226563, 0.08994303894042968, 0.08951500701904297, 0.09348710632324218, 0.09024102020263672, 0.08998912048339844, 0.09012432098388672, 0.09021231842041015, 0.08953343963623046, 0.08991129302978515, 0.08961740875244141, 0.09015196990966796, 0.09059120178222656, 0.08958873748779297, 0.08971878051757813, 0.08969522857666015, 0.08949247741699219, 0.08913817596435547, 0.08961331176757813, 0.08927334594726563, 0.08925286102294921, 0.08944230651855468, 0.09024614715576172, 0.09081037139892578, 0.09031680297851563, 0.08935526275634766, 0.08936959838867188, 0.08946073913574219, 0.08944127655029296, 0.090176513671875, 0.08995532989501953, 0.08969728088378906, 0.08920780944824219, 0.08991948699951172, 0.0894945297241211, 0.09071001434326172, 0.08961638641357422, 0.09015398406982422, 0.08980070495605469, 0.08974848175048829, 0.0897966079711914, 0.08946073913574219, 0.08911872100830077, 0.08935731506347656, 0.08962560272216796, 0.0894228515625, 0.09063321685791016, 0.08943411254882813, 0.08931123352050781, 0.08935833740234375, 0.08919039916992187, 0.0892457275390625, 0.08941257476806641, 0.08926412963867188]",tokens/s,11.127856778423803,,,,,,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi3,microsoft/Phi-3-mini-4k-instruct,microsoft/Phi-3-mini-4k-instruct,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: Phi3ForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi3,microsoft/Phi-3-mini-4k-instruct,microsoft/Phi-3-mini-4k-instruct,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: Phi3ForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,.,.,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: . does not appear to have a file named config.json. Checkout 'https://huggingface.co/./tree/None' for available files.

",True,True,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,a,a,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/a/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947922-70c7186672175a751dbb84e2;305bead9-8587-4585-8e3d-818665f970b8)

Repository Not Found for url: https://huggingface.co/a/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: a is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-base-alpha-7b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1373.310976,10064.756736,0.0,9409.921024,9108.992512,s,10,0.6758375091552734,0.06758375091552735,0.001840621865426125,0.06705456161499024,0.06780400085449217,0.07043790435791014,0.07254502716064452,"[0.07307180786132812, 0.06690646362304688, 0.06651222229003906, 0.06689437103271484, 0.06715711975097656, 0.06718195343017579, 0.06710137939453124, 0.06700774383544922, 0.06678575897216797, 0.06721868896484375]",tokens/s,3787.8927483615603,kWh,7.923800945281983e-07,4.341884733985353e-07,2.768574437080155e-06,3.995143005006888e-06,tokens/kWh,64077806.396208994,MB,1373.310976,10064.756736,0.0,9409.921024,9218.663424,s,10,25.322815429687502,2.53228154296875,0.026996226384959375,2.53454052734375,2.562133935546875,2.564627392578125,2.566622158203125,"[2.53022314453125, 2.49956005859375, 2.474201171875, 2.53885791015625, 2.567120849609375, 2.561579833984375, 2.524940185546875, 2.5272197265625, 2.54466064453125, 2.554451904296875]",tokens/s,24.878750222276313,kWh,2.9704984969562955e-05,1.6279463972852683e-05,7.834726823331269e-05,0.00012433171717572832,tokens/kWh,506708.99936946,,s,629,25.883935749053947,0.04115093123855955,0.008018012870443594,0.040499198913574216,0.04082175827026367,0.04094052352905273,0.1066079852294922,"[0.04156927871704102, 0.04194508743286133, 0.04183347320556641, 0.041196544647216796, 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0.09353218841552734, 0.09275286102294922]",tokens/s,10.353064627796533,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,1,1,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/1/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947b43-6c80a7363b42a2686a1432be;34010c03-9697-4083-924d-63e9a38ccec5)

Repository Not Found for url: https://huggingface.co/1/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 1 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,tiiuae/falcon-7b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1231.405056,8273.788928,0.0,7618.953216,7296.841728,s,10,0.7893702774047852,0.0789370277404785,0.0020570642836913,0.07802062225341796,0.0798980842590332,0.08239622764587402,0.08439474235534668,"[0.08489437103271484, 0.07804547119140624, 0.07791593933105469, 0.07806009674072266, 0.07792639923095702, 0.0793429412841797, 0.07931648254394531, 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8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,8,8,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/8/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694799a-41fbebf16a3fd5f4527a1f38;7f828303-34fb-4686-a52e-13c75de55b6c)

Repository Not Found for url: https://huggingface.co/8/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 8 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.13961625671386718]",tokens/s,7.155859837412079,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,i,i,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/i/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947879-475e1e86083ef44035232ae9;065cc1cc-05f4-4687-b46b-cafaf2782392)

Repository Not Found for url: https://huggingface.co/i/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: i is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1419.767808,8248.623104,0.0,7593.787392,7514.462208,s,10,1.1853624420166016,0.11853624420166016,0.003559655497333927,0.11976092910766602,0.12073150939941406,0.12290369186401366,0.12464143783569336,"[0.12507587432861328, 0.11957766723632812, 0.11983577728271484, 0.11325628662109374, 0.11310518646240235, 0.1201153564453125, 0.11968608093261719, 0.1202488021850586, 0.11984217834472656, 0.11461923217773437]",tokens/s,2159.6769977331082,kWh,1.3915130827162002e-06,7.624776445856482e-07,3.5242413814822965e-06,5.678232108784145e-06,tokens/kWh,45084455.00210737,MB,1419.767808,8248.623104,0.0,7593.787392,7514.464768,s,10,72.805736328125,7.2805736328125,0.04350763279652209,7.294443115234375,7.313491601562499,7.315409375,7.3169435937500005,"[7.27780859375, 7.28475048828125, 7.1742958984375, 7.28947216796875, 7.2994140625, 7.3130654296875, 7.3173271484375, 7.30962548828125, 7.22697509765625, 7.313001953125]",tokens/s,8.653164321567747,kWh,8.398507063587507e-05,4.602985223012985e-05,0.0001561831641621184,0.00028619808702812336,tokens/kWh,220127.25750263061,,s,629,73.75589485931401,0.11725897433913188,0.014080636786141847,0.11608477020263672,0.11675238189697267,0.11747595520019531,0.23024105834960945,"[0.10954137420654297, 0.1093785629272461, 0.10925363159179688, 0.11476787567138672, 0.11580620574951171, 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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,0,0,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/0/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947aed-2de8041f3a8b3dee68b0691a;7132a370-a90f-4474-8ec7-549c08426c25)

Repository Not Found for url: https://huggingface.co/0/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 0 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/gpt-neo-125m,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1296.130048,971.505664,0.0,316.669952,261.774848,s,10,0.3734967994689941,0.03734967994689941,0.0017252412508250328,0.03672316741943359,0.038848961639404295,0.04042576065063476,0.04168719985961914,"[0.04200255966186523, 0.03707241439819336, 0.0374169921875, 0.03623823928833008, 0.03622655868530274, 0.03849856185913086, 0.035983360290527344, 0.03637392044067383, 0.03617763137817383, 0.03750656127929688]",tokens/s,6854.141731976257,kWh,4.391225395691095e-07,2.4061767568891945e-07,7.056779705725034e-07,1.3854181858305322e-06,tokens/kWh,184781752.26675895,MB,1296.441344,971.505664,0.0,316.669952,271.428096,s,10,22.95855810546875,2.295855810546875,0.0283354728961863,2.29543603515625,2.3248440185546877,2.338816540527344,2.3499945581054686,"[2.3527890625, 2.29607666015625, 2.257827392578125, 2.251562744140625, 2.286391845703125, 2.321739013671875, 2.28084423828125, 2.29479541015625, 2.30172705078125, 2.3148046875]",tokens/s,27.440747677003873,kWh,2.7040566614790926e-05,1.481902724578649e-05,3.998385458102823e-05,8.184344844160564e-05,tokens/kWh,769762.2864089088,,s,629,23.25081394195555,0.03696472804762411,0.004494952562249883,0.036853759765625,0.037166078948974605,0.03748143310546875,0.07265888763427736,"[0.037340160369873046, 0.03804876708984375, 0.03834777450561523, 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8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,2,2,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/2/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a1c-3f5fb2020903a2c91e728adb;3d405dda-4df1-4311-8103-182ebabfa3e8)

Repository Not Found for url: https://huggingface.co/2/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 2 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,facebook/xglm-564M,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1995.53024,1726.480384,0.0,1071.644672,1001.713664,s,10,0.7049398422241212,0.07049398422241213,0.0024606827235681547,0.06945233535766601,0.07317600326538086,0.07519488182067871,0.076809984664917,"[0.07721376037597656, 0.07272736358642579, 0.06931212615966797, 0.06912992095947265, 0.06970499420166015, 0.06964585876464843, 0.06941340637207032, 0.06949126434326172, 0.06904025268554688, 0.06926089477539063]",tokens/s,3631.515551629298,kWh,8.375258650997664e-07,4.5892308306916823e-07,1.4185689047515943e-06,2.715017852920529e-06,tokens/kWh,94290356.03748325,MB,1995.53024,1726.480384,0.0,1071.644672,1024.136704,s,10,43.077471679687505,4.307747167968751,0.0442409680485182,4.2932119140625,4.360292626953125,4.3745864990234375,4.386021596679687,"[4.3571162109375, 4.38888037109375, 4.34852685546875, 4.29621923828125, 4.259873046875, 4.25883251953125, 4.26343896484375, 4.27718408203125, 4.33719580078125, 4.29020458984375]",tokens/s,14.62481374683525,kWh,5.143175892631682e-05,2.818536529607685e-05,7.837496715224743e-05,0.00015799209137464106,tokens/kWh,398754.13669036335,,s,629,43.637266403198275,0.06937562226263631,0.008448929213692532,0.06757068634033203,0.0703541259765625,0.07072071380615234,0.13712687561035156,"[0.06743049621582031, 0.06641756439208985, 0.06657023620605469, 0.06655590057373047, 0.06754815673828125, 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0.07012966156005859, 0.07008358764648437]",tokens/s,14.414285124741445,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,huggyllama/llama-7b,huggyllama/llama-7b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1295.224832,8198.291456,0.0,7543.455744,7334.890496,s,10,1.1677587203979491,0.11677587203979492,0.002272059766248178,0.11619771194458008,0.11903958206176757,0.12043766441345215,0.1215561302947998,"[0.12183574676513671, 0.11872889709472656, 0.11792585754394531, 0.11704566192626953, 0.11461711883544921, 0.11466422271728516, 0.11802355194091797, 0.11507151794433594, 0.11534976196289062, 0.11449638366699219]",tokens/s,2192.2336825946395,kWh,1.3834000808169985e-06,7.580420730275449e-07,3.685939641255834e-06,5.827381795100377e-06,tokens/kWh,43930535.015784115,MB,1295.224832,8198.291456,0.0,7543.455744,7485.175808,s,10,72.179193359375,7.2179193359375,0.0393602958003904,7.20539111328125,7.257776904296875,7.275955102539062,7.290497661132813,"[7.2434560546875, 7.29413330078125, 7.25244091796875, 7.2537373046875, 7.170873046875, 7.210060546875, 7.1637275390625, 7.2007216796875, 7.19562255859375, 7.19442041015625]",tokens/s,8.728277093140616,kWh,8.498166541104478e-05,4.657599528393146e-05,0.00016788639206094362,0.00029944405275591986,tokens/kWh,210389.88559025413,,s,629,73.1062650146485,0.1162261764938767,0.01402158282581472,0.11375820922851562,0.11719044799804688,0.11782751922607422,0.2281403857421875,"[0.11823407745361328, 0.12002918243408203, 0.12186930847167969, 0.11808460998535156, 0.11663871765136719, 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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.11152998352050782, 0.11199795532226563, 0.11705753326416016]",tokens/s,8.700640720462676,,,,,True,True,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947166-36067d7e7dfd65ff24b35e43;9ee3c957-8e97-479c-9820-958f87e29c8a)

Repository Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: google/recurrentgemma-7b is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,t,t,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/t/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669478cf-17d5801254d33c0f354a68a4;4af3aef4-15f9-4b2c-80e2-8c2587ba08a7)

Repository Not Found for url: https://huggingface.co/t/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: t is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 633, in to
    return self.cuda(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 594, in cuda
    CB, CBt, SCB, SCBt, coo_tensorB = bnb.functional.double_quant(B)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 2573, in double_quant
    out_row = torch.zeros(A.shape, device=device, dtype=torch.int8)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 196.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 178.50 MiB is free. Process 87237 has 22.00 GiB memory in use. Of the allocated memory 21.72 GiB is allocated by PyTorch, and 2.78 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,x,x,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/x/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479c1-5281c7b01d813cb21c89b2f1;2145d030-55f1-47b0-9394-c19f8be3d2cf)

Repository Not Found for url: https://huggingface.co/x/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: x is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/pythia-12b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1322.790912,14145.814528,0.0,13490.978816,13146.243584,s,10,1.0591732864379884,0.10591732864379884,0.0017333968787839418,0.10485827255249024,0.10749797744750976,0.10880242881774901,0.10984598991394043,"[0.11010688018798828, 0.10694169616699219, 0.10720809936523437, 0.10674201965332031, 0.10454220581054688, 0.1045855712890625, 0.104646240234375, 0.10469344329833985, 0.10468402862548828, 0.10502310180664062]",tokens/s,2416.9793864508315,kWh,1.2433178766429076e-06,6.812766789899845e-07,4.409354404673984e-06,6.333948960306876e-06,tokens/kWh,40417123.91499867,MB,1322.790912,14145.814528,0.0,13490.978816,13413.403136,s,10,54.57941406249999,5.457941406249999,0.13582426600216663,5.378427734375,5.666737646484375,5.674086840820313,5.679966196289063,"[5.6651044921875, 5.628189453125, 5.68143603515625, 5.4616298828125, 5.34452880859375, 5.372771484375, 5.384083984375, 5.36025146484375, 5.343587890625, 5.33783056640625]",tokens/s,11.542813546487954,kWh,6.404231708475024e-05,3.5099228209890395e-05,0.00014949321316172566,0.00024863475845636625,tokens/kWh,253383.71992368106,,s,629,55.440250984191934,0.08814030363146565,0.012879870885449894,0.08519884490966798,0.09040199890136719,0.09063894958496094,0.18982126098632812,"[0.08495513916015625, 0.08559718322753906, 0.08816230773925782, 0.08783673858642578, 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0.14313471984863282, 0.14044876098632814, 0.13882981872558595, 0.13861375427246095, 0.13856973266601563, 0.137997314453125, 0.13865164184570314, 0.13875302124023436, 0.13867315673828126, 0.1386219482421875, 0.13868748474121093, 0.13893734741210936, 0.13885235595703124, 0.13860762023925782, 0.1408184356689453, 0.1387868194580078, 0.13873971557617187, 0.13851954650878906, 0.13824716186523436, 0.1381919403076172, 0.1383976287841797, 0.1395916748046875, 0.14414950561523437, 0.14156390380859374, 0.13865267944335938, 0.13816217041015624, 0.13861477661132812, 0.14001560974121094, 0.13846937561035155, 0.13870387268066406, 0.1385154571533203, 0.13820211791992187, 0.13840486145019532, 0.13843353271484374, 0.13881036376953124, 0.1386997833251953, 0.1395036163330078, 0.1388922882080078, 0.13903359985351563, 0.14239846801757813, 0.14382284545898438, 0.13925273132324217, 0.13907865905761718, 0.13898956298828125, 0.13860557556152345, 0.13880012512207032, 0.13914933776855468, 0.1437398681640625]",tokens/s,7.0061680689765105,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,r,r,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/r/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669478fa-72c3d03725d08b704cf84c54;118b0dbd-b95a-41be-8d97-c931db074d1a)

Repository Not Found for url: https://huggingface.co/r/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: r is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.09297305297851563]",tokens/s,10.75184075271476,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,m,m,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/m/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947668-42dcf7640991b1202db1611b;61e000f1-ecf2-4009-8404-61f3e8a56f00)

Repository Not Found for url: https://huggingface.co/m/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: m is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,openai-community/gpt2-large,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,3141.025792,1866.989568,0.0,1212.153856,994.015232,s,10,0.7992388076782228,0.07992388076782227,0.003612169400317999,0.0785999984741211,0.08233926696777344,0.08594403228759764,0.08882784454345703,"[0.08954879760742188, 0.08096630096435548, 0.08107449340820312, 0.07842262268066406, 0.0815382080078125, 0.07751443481445312, 0.07733261108398437, 0.07709337615966796, 0.07697058868408203, 0.07877737426757812]",tokens/s,3203.0476691150216,kWh,9.152280265449459e-07,5.014890101497608e-07,1.6560461966310156e-06,3.0727632333257223e-06,tokens/kWh,83312634.4469194,MB,3141.025792,1866.989568,0.0,1212.153856,1040.840704,s,10,49.469360839843745,4.946936083984374,0.09328167913225083,4.895583740234375,5.07108974609375,5.100576611328125,5.124166103515625,"[5.1300634765625, 5.064537109375, 4.99993701171875, 5.01874609375, 4.863591796875, 4.8591708984375, 4.8818681640625, 4.86027880859375, 4.89848681640625, 4.8926806640625]",tokens/s,12.735155443782968,kWh,5.783077629330831e-05,3.169490512185662e-05,8.934297104696159e-05,0.0001788686524621265,tokens/kWh,352213.7564788753,,s,629,50.08686593627929,0.07962935760934706,0.009685463579810146,0.07778514862060547,0.08106168518066406,0.08156180572509766,0.15533972167968751,"[0.0831212158203125, 0.08477279663085938, 0.08423321533203125, 0.08425062561035156, 0.08143154907226563, 0.08143059539794922, 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0.07822438049316406, 0.0780543975830078, 0.07856435394287109, 0.07778406524658203, 0.07862271881103515, 0.07849164581298829, 0.07779122924804688, 0.07708467102050781, 0.07843225860595703, 0.07824793243408203, 0.07855513763427735, 0.07825202941894531, 0.07811993408203124, 0.07835750579833985, 0.07836466979980469, 0.07885823822021484, 0.0785264663696289, 0.07834623718261718, 0.07829503631591797, 0.0786688003540039, 0.08173875427246094, 0.07796943664550782, 0.076775390625, 0.07673446655273437, 0.07661260986328125, 0.0765296630859375, 0.07662086486816407, 0.07658182525634766, 0.07734681701660157, 0.07693004608154297, 0.07687474822998047, 0.07596339416503907, 0.07666278076171874, 0.07669145965576171, 0.07668019104003906, 0.07683277130126953, 0.0766750717163086, 0.07639142608642578, 0.07664332580566406, 0.07684915161132813, 0.07684915161132813, 0.07670272064208984, 0.07652658843994141, 0.07665869140625, 0.07656038665771485, 0.07676313781738281, 0.07710105895996094, 0.07698944091796875, 0.07666483306884765, 0.07866473388671875, 0.07694844818115235]",tokens/s,12.558182434497223,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,l,l,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/l/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694794b-591e00c2432af56f37d96201;98c40682-d7ba-4329-8b75-ff6eea42f181)

Repository Not Found for url: https://huggingface.co/l/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: l is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,B,B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/B/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a54-007e19b1715fc5dd50d97206;45db645c-ef5b-4c93-8574-aa40bc9469ed)

Repository Not Found for url: https://huggingface.co/B/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: B is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1334.280192,14919.663616,0.0,14264.827904,13931.324416,s,10,1.4594303894042968,0.14594303894042968,0.0033948139290403603,0.1448990707397461,0.14983821105957032,0.15073345947265623,0.15144965820312498,"[0.15162870788574218, 0.14302461242675782, 0.14240634155273438, 0.14903494262695313, 0.149103271484375, 0.14963926696777344, 0.14226698303222657, 0.1440831298828125, 0.14571501159667968, 0.1425281219482422]",tokens/s,1754.1090130683988,kWh,1.7022231694251774e-06,9.327405102911662e-07,5.371956678514629e-06,8.006920358230971e-06,tokens/kWh,31972342.492058955,MB,1334.280192,14919.663616,0.0,14264.827904,14191.12448,s,10,90.341826171875,9.0341826171875,0.12048769484408345,8.99906494140625,9.2155345703125,9.216520703125001,9.217309609375,"[8.9825625, 8.989833984375, 9.0596630859375, 9.2153154296875, 9.168337890625, 8.9240751953125, 8.8854765625, 9.0082958984375, 8.8907587890625, 9.2175068359375]",tokens/s,6.97351411517216,kWh,0.000107213841281713,5.876035967448583e-05,0.0002216403360422844,0.0003876145369984832,tokens/kWh,162532.6038797315,,s,629,91.508903137207,0.14548315284134664,0.017624540546844224,0.14288694763183593,0.1476440185546875,0.1481086944580078,0.28393545898437506,"[0.1459589080810547, 0.14859161376953126, 0.1481748504638672, 0.14270054626464843, 0.14024703979492187, 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0.1113855972290039, 0.11144908905029297, 0.1112811508178711]",tokens/s,8.801165321373915,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,M,M,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/M/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694784b-6b40cbaa4a18da883f64ba15;ae299e59-6e3a-476b-8510-e2e333c67e27)

Repository Not Found for url: https://huggingface.co/M/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: M is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-base-alpha-3b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1596.481536,5362.941952,0.0,4708.10624,4562.416128,s,10,0.4233608283996581,0.04233608283996582,0.0011387034396966695,0.04211124801635742,0.04257335243225097,0.044119092750549316,0.04535568500518799,"[0.04566483306884766, 0.04217388916015625, 0.042229503631591794, 0.04159577560424805, 0.04206185531616211, 0.041624446868896485, 0.04155817413330078, 0.04213363265991211, 0.04208886337280274, 0.042229854583740234]",tokens/s,6046.851357687079,kWh,5.001712407073223e-07,2.739693648217775e-07,1.5690718131563581e-06,2.3432124186854582e-06,tokens/kWh,109251725.51945417,MB,1596.481536,5362.941952,0.0,4708.10624,4644.654592,s,10,24.9349521484375,2.49349521484375,0.02127713319593371,2.496428833007813,2.5180502685546875,2.5205890991210937,2.522620163574219,"[2.516381103515625, 2.5231279296875, 2.483453857421875, 2.4673447265625, 2.50126123046875, 2.455884765625, 2.47715478515625, 2.494698974609375, 2.517486083984375, 2.49815869140625]",tokens/s,25.265739282338174,kWh,2.985279228302497e-05,1.6360185442485138e-05,6.358367475344273e-05,0.00010979665247895282,tokens/kWh,573787.9851307545,,s,629,25.270386672973647,0.04017549550552247,0.005076369722144223,0.03988275146484375,0.040135680389404293,0.04048650207519531,0.08049975372314454,"[0.04035379028320313, 0.04090982437133789, 0.04101945495605469, 0.039830463409423825, 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0.1078292465209961, 0.10781900787353516, 0.10967449951171875, 0.11015782165527344]",tokens/s,8.978932348100148,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.12532940673828125]",tokens/s,7.9589237507056865,,,,,True,True,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,/,/,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: / does not appear to have a file named config.json. Checkout 'https://huggingface.co///tree/None' for available files.

",True,True,,,
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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.07105741119384766, 0.07055769348144532, 0.06994329833984375]",tokens/s,14.372055687608958,,,,,,,,,
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,s,s,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/s/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669476c0-09af241a39a078161cf95639;db28d5d3-89d7-4513-9700-718706d09a35)

Repository Not Found for url: https://huggingface.co/s/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: s is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.0,,,,1.21.4,,,,0.12.0,,MB,19076.11648,10037.49376,0.0,9558.818816,9558.429696,s,1,24.15276171875,24.15276171875,0.0,24.15276171875,24.15276171875,24.15276171875,24.15276171875,[24.15276171875],,kWh,0.00020533470952500594,0.00011249872239629776,0.00032071581212798905,0.0006385492440492928,,MB,6342.803456,10666.63936,0.0,10011.803648,9855.258624,s,10,1.1138902053833006,0.11138902053833007,0.0025396286434845863,0.11080944061279296,0.1138699836730957,0.11576243019104003,0.1172763874053955,"[0.10904627227783203, 0.11070623779296875, 0.11765487670898438, 0.1134494400024414, 0.10923209381103516, 0.10945270538330078, 0.11091264343261718, 0.11106998443603516, 0.11294662475585937, 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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 408, in set_module_tensor_to_device
    new_value = old_value.to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 1.97 GiB. GPU 0 has a total capacity of 22.18 GiB of which 746.50 MiB is free. Process 80822 has 21.45 GiB memory in use. Of the allocated memory 21.16 GiB is allocated by PyTorch, and 1.31 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,-,-,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 106, in _inner_fn
    validate_repo_id(arg_value)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 160, in validate_repo_id
    raise HFValidationError(
huggingface_hub.errors.HFValidationError: Repo id must use alphanumeric chars or '-', '_', '.', '--' and '..' are forbidden, '-' and '.' cannot start or end the name, max length is 96: '-'.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 466, in cached_file
    raise EnvironmentError(
OSError: Incorrect path_or_model_id: '-'. Please provide either the path to a local folder or the repo_id of a model on the Hub.

",True,True,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-2-12b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2911.240192,14391.181312,0.0,13736.3456,13467.061248,s,10,2.3008031616210936,0.23008031616210936,0.008328429354576153,0.23041287994384765,0.23553923797607423,0.2424719886779785,0.24801818923950195,"[0.2494047393798828, 0.23005206298828124, 0.23018211364746094, 0.23064364624023437, 0.22001148986816407, 0.22040626525878906, 0.23199325561523437, 0.23367308044433593, 0.2339986267089844, 0.22043788146972657]",tokens/s,1112.654938372165,kWh,2.6432815929989757e-06,1.4483846639510979e-06,6.367005093599332e-06,1.0458671350549406e-05,tokens/kWh,24477296.53409102,MB,2911.240192,14391.181312,0.0,13736.3456,13522.71872,s,10,129.0445146484375,12.904451464843751,0.20974467193695087,12.934034179687501,13.169760546874999,13.17697109375,13.18273953125,"[12.9517724609375, 12.915435546875, 12.677193359375, 12.9162958984375, 12.475462890625, 12.7400419921875, 13.184181640625, 12.9555888671875, 13.168158203125, 13.0603837890625]",tokens/s,4.882036262574514,kWh,0.00015298566746307007,8.384776288415499e-05,0.00027617305427160566,0.0005130064846188307,tokens/kWh,122805.46521124322,,s,629,130.88133128356927,0.20807842811378274,0.027398847338048374,0.20702105712890626,0.21055303344726561,0.21118074951171875,0.4177552465820313,"[0.21230288696289062, 0.20689199829101562, 0.2072473602294922, 0.20616397094726563, 0.20565093994140626, 0.20633497619628907, 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0.20649066162109375]",tokens/s,4.805880210961483,,,,,,True,main,False,False
8bit-bnb-eager,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,v,v,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/v/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947ab7-10a880004163e9b41b665b3a;e0c2f318-334d-4395-893c-65a3118a79ec)

Repository Not Found for url: https://huggingface.co/v/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: v is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/polyglot-ko-12.8b,,cuda,0,42,,,,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1303.953408,15118.893056,0.0,14464.057344,14086.64832,s,10,1.1718755493164061,0.11718755493164064,0.0015174031746035509,0.11665675354003907,0.1177718376159668,0.11972188682556152,0.1212819261932373,"[0.12167193603515625, 0.11676092529296875, 0.1166376953125, 0.11642073822021484, 0.1163207015991211, 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0.05595238494873047, 0.055809024810791016, 0.0563507194519043, 0.05797478485107422, 0.058126335144042966, 0.05808844757080078, 0.05775872039794922, 0.057998336791992185, 0.058234878540039066, 0.05836697769165039, 0.05817753601074219, 0.05861478424072265, 0.059649024963378906, 0.058420223236083986, 0.058019840240478515, 0.058203166961669925, 0.058082271575927734]",tokens/s,17.281101195846684,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,.,.,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: . does not appear to have a file named config.json. Checkout 'https://huggingface.co/./tree/None' for available files.

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,a,a,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/a/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694793c-1e90cd4268df141913a85c81;bfea470b-a68a-4662-8a2b-6ca3f89a7fef)

Repository Not Found for url: https://huggingface.co/a/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: a is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-base-alpha-7b,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1333.489664,10064.756736,0.0,9409.921024,9108.992,s,10,0.5809824028015137,0.05809824028015137,0.0003435596178100897,0.05798750495910644,0.05812914276123047,0.05862805938720703,0.05902719268798828,"[0.05912697601318359, 0.05801827239990234, 0.05800201416015625, 0.057938720703125, 0.05799296188354492, 0.058003681182861325, 0.057968673706054685, 0.05798204803466797, 0.05797216033935547, 0.05797689437866211]",tokens/s,4406.329671355978,kWh,6.880895795363174e-07,3.7703881196775486e-07,2.4566815519068066e-06,3.521809943410879e-06,tokens/kWh,72689896.42072041,MB,1333.489664,10064.756736,0.0,9409.921024,9222.590464,s,10,23.495281005859372,2.3495281005859376,0.009297358257299763,2.3474279785156247,2.3608957519531253,2.363664306640625,2.365879150390625,"[2.366432861328125, 2.346072265625, 2.33427734375, 2.345197021484375, 2.353865478515625, 2.348344970703125, 2.33823046875, 2.346510986328125, 2.356069091796875, 2.360280517578125]",tokens/s,26.81389508994965,kWh,2.8585192560957077e-05,1.5665349930348932e-05,7.68505207826985e-05,0.00012110106327400453,tokens/kWh,520226.6462141257,,s,629,23.978703857421877,0.03812194571927166,0.006962974120069971,0.037184513092041016,0.03821711502075195,0.03846209411621094,0.09557266235351562,"[0.03736166381835938, 0.03722649765014648, 0.03717327880859375, 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0.0880343017578125, 0.08780083465576172, 0.08762572479248047, 0.0881244125366211, 0.08806604766845703, 0.08695398712158203, 0.08743730926513672, 0.08857599639892579, 0.08817874908447265, 0.08842336273193359, 0.08927334594726563, 0.08908493041992188, 0.0896153564453125, 0.08864358520507812, 0.08824114990234375, 0.08940850830078124, 0.08963174438476562, 0.08860671997070313, 0.08848384094238282, 0.08840806579589844, 0.09046015930175781, 0.17619967651367188, 0.08835584259033204, 0.08943206024169922, 0.08897740936279297, 0.09198694610595703, 0.09025638580322265, 0.08865280151367187, 0.0888053741455078, 0.08820633697509765, 0.08827391815185547, 0.09066502380371094, 0.08941152191162109, 0.08852992248535156, 0.08946176147460938, 0.09099673461914062, 0.08831795501708985, 0.08817459106445312, 0.08811417388916015, 0.08826777648925781, 0.08833229064941406, 0.08752230072021484, 0.0886476821899414, 0.08836198425292968, 0.08940338897705079, 0.08979251098632812, 0.08826060485839844, 0.0877875213623047, 0.08810598754882812, 0.08825446319580078, 0.0884684829711914, 0.08846540832519531, 0.08824832153320313, 0.08822067260742188, 0.08815923309326172, 0.0882165756225586, 0.08947609710693359, 0.08786640167236329, 0.08809161376953124, 0.08830770874023437, 0.08803123474121094, 0.08776396942138671, 0.08834150695800781, 0.08792473602294922, 0.08841728210449219, 0.08815718078613281, 0.08806604766845703, 0.08833126068115234, 0.08888934326171875, 0.08978534698486328, 0.08947711944580078, 0.0905564193725586, 0.08888217926025391, 0.08970035552978516, 0.08843366241455078, 0.08794214630126954, 0.08844697570800782, 0.08833843231201172, 0.09148518371582032, 0.08890060424804687, 0.0884664306640625, 0.08864051055908204, 0.08800460815429688, 0.08890675354003906, 0.17738444519042967, 0.08830054473876953, 0.09107046508789063, 0.08840396881103516, 0.09204838562011719, 0.09023693084716797, 0.0883394546508789, 0.08821759796142578, 0.08803839874267579, 0.08822067260742188, 0.08853504180908203, 0.08838246154785157, 0.08847872161865235, 0.0886640625, 0.08873369598388672, 0.08835686492919922, 0.08968192291259766, 0.08906240081787109, 0.0881941146850586, 0.08831686401367188, 0.08768204498291016, 0.0894197769165039, 0.0885923843383789, 0.08827187347412109, 0.08803839874267579, 0.08813772583007813, 0.08819302368164063, 0.08842034912109376, 0.08821247863769531, 0.087119873046875, 0.08827597045898437, 0.08817356872558593, 0.08814387512207031, 0.08820735931396484, 0.0880865249633789, 0.08836914825439453, 0.088163330078125, 0.08811417388916015, 0.0882391357421875, 0.08795645141601563, 0.08752845001220703, 0.08763391876220702, 0.08821862030029297, 0.08814796447753906, 0.08824934387207031, 0.08818688201904297, 0.08809062194824219, 0.08768819427490235, 0.08815718078613281, 0.08844493103027344, 0.08828211212158203, 0.08848486328125, 0.0908431396484375, 0.09011609649658203, 0.08907263946533203, 0.08773632049560547, 0.0885923843383789, 0.08866201782226563, 0.08867533111572265, 0.08920063781738281, 0.08833126068115234, 0.08850534057617188, 0.08824012756347656]",tokens/s,11.095615104160606,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,1,1,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/1/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947b62-68932199207978c6795e18e4;f50ebab1-8b01-4fbc-9da5-758e17efe6d0)

Repository Not Found for url: https://huggingface.co/1/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 1 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: FalconForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpjvg0kqup/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1292.947456,8206.680064,0.0,7551.844352,7368.051712,s,10,1.1254822998046874,0.11254822998046876,0.004469596848100658,0.11130080032348633,0.11536519393920898,0.11981224327087402,0.12336988273620605,"[0.12425929260253907, 0.11337110137939453, 0.11323187255859375, 0.11415583801269531, 0.10916169738769531, 0.10909394836425781, 0.10909248352050781, 0.11437696075439453, 0.1093697280883789, 0.10936937713623048]",tokens/s,2274.580418052113,kWh,1.3138550611925714e-06,7.199266882040926e-07,3.425246567355532e-06,5.459028316752196e-06,tokens/kWh,46894792.46964322,MB,1292.947456,8206.680064,0.0,7551.844352,7519.279104,s,10,70.21885253906251,7.02188525390625,0.057081624562613356,7.0110810546875,7.094823583984375,7.115655200195312,7.1323204931640625,"[7.044998046875, 7.0540791015625, 7.0901943359375, 7.13648681640625, 6.9678388671875, 7.0349130859375, 6.97448388671875, 6.9872490234375, 6.95958837890625, 6.96902099609375]",tokens/s,8.971949515260638,kWh,8.118124306937795e-05,4.4493029986491205e-05,0.00016080532926144434,0.00028647960231731345,tokens/kWh,219910.94475975746,,s,629,71.10837029266354,0.11304987327927438,0.013373421571797769,0.11249375915527343,0.11366629333496094,0.11432017822265625,0.2186918408203125,"[0.11267565155029297, 0.11308646392822265, 0.11243417358398437, 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0.11311001586914063, 0.11341209411621093]",tokens/s,8.845653435892277,,,,,True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: FalconForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpk5wofnqr/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,8,8,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/8/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479b4-640262380bef86e936e22cf5;d4323b2e-a83d-4484-ac1e-345cef4fdbd6)

Repository Not Found for url: https://huggingface.co/8/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 8 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-4B,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,5804.392448,6734.47936,0.0,6079.643648,5755.121664,s,10,1.4488970031738282,0.14488970031738282,0.004420103334875286,0.14404054260253907,0.14842221527099608,0.15229917373657226,0.1554007405090332,"[0.15617613220214843, 0.14604261779785158, 0.14386476135253906, 0.14113226318359376, 0.14638166809082032, 0.14082566833496094, 0.14421632385253907, 0.1475606689453125, 0.1415494384765625, 0.1411474609375]",tokens/s,1766.8612706025933,kWh,1.6840162341583506e-06,9.226521651367542e-07,3.4271701908726405e-06,6.033838590167745e-06,tokens/kWh,42427386.17787305,MB,5804.392448,6734.47936,0.0,6079.643648,5789.885952,s,10,89.1287548828125,8.912875488281252,0.06319705360439035,8.889603515625002,9.01508291015625,9.022715771484375,9.028822060546874,"[8.831201171875, 8.8759052734375, 8.85564453125, 8.9348564453125, 8.876048828125, 8.940404296875, 9.01338671875, 8.86780078125, 8.903158203125, 9.0303486328125]",tokens/s,7.068425906188536,kWh,0.00010554578370867949,5.784562075568777e-05,0.00017523036162392938,0.00033862176608829664,tokens/kWh,186048.28841266088,,s,629,90.28218475341791,0.1435328851405691,0.017196926779980155,0.14007192993164064,0.14544322204589843,0.14671359558105468,0.28084997192382816,"[0.13834854125976562, 0.1419376678466797, 0.14972621154785157, 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0.12781568145751954]",tokens/s,7.475949081945333,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,i,i,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/i/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947895-307db9a63353c5d4324d6ff9;e64473c4-bdd0-478c-ad08-7327a6ed1481)

Repository Not Found for url: https://huggingface.co/i/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: i is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1419.071488,8248.623104,0.0,7593.787392,7514.462208,s,10,1.181547233581543,0.11815472335815429,0.003018389505824173,0.11772713470458984,0.11897610244750977,0.12267189292907714,0.12562852531433105,"[0.12636768341064453, 0.1177462387084961, 0.1177080307006836, 0.11725481414794922, 0.11788460540771484, 0.11785196685791016, 0.11351526641845704, 0.11815481567382813, 0.11761196899414063, 0.11745184326171874]",tokens/s,2166.6505808997986,kWh,1.3759657682836518e-06,7.539673757788098e-07,3.500316107744097e-06,5.630249251806559e-06,tokens/kWh,45468679.724589124,MB,1419.071488,8248.623104,0.0,7593.787392,7514.464768,s,10,71.28627246093751,7.128627246093751,0.08339264719623517,7.1692270507812506,7.196013134765625,7.202536596679688,7.207755366210938,"[7.16529736328125, 7.18457470703125, 7.17938427734375, 7.20906005859375, 7.1945634765625, 6.99879638671875, 6.97317333984375, 7.04296875, 7.1661298828125, 7.17232421875]",tokens/s,8.83760615124348,kWh,8.376029914201693e-05,4.590571180557839e-05,0.0001558148391220573,0.00028548085006965265,tokens/kWh,220680.3012693462,,s,629,72.22149733734138,0.11481955061580494,0.014228390561137654,0.11407052612304687,0.11470643157958985,0.11534172058105469,0.23188942382812502,"[0.12034969329833985, 0.11858124542236329, 0.11467878723144531, 0.11340083312988282, 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0.0722708511352539, 0.07262413024902344]",tokens/s,13.824221489399221,,,,,True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: RecurrentGemmaForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpmr_r74md/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,0,0,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/0/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947b0b-24a17eee1d2ffff117e6f555;dbaaa424-f1ba-462d-a79c-975cad72f74c)

Repository Not Found for url: https://huggingface.co/0/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 0 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/gpt-neo-125m,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1270.099968,969.408512,0.0,314.5728,261.774848,s,10,0.36215299224853514,0.03621529922485352,0.0011264096600696542,0.03580284881591797,0.03667889633178711,0.038089448165893554,0.03921788963317871,"[0.0395, 0.03585315322875977, 0.035752544403076174, 0.035923583984375, 0.036365440368652344, 0.036286144256591796, 0.03553590393066406, 0.03569609451293945, 0.0355975341796875, 0.03564259338378906]",tokens/s,7068.8356987069865,kWh,4.0485947428319375e-07,2.2176918743989766e-07,6.368184318287453e-07,1.2634470935518368e-06,tokens/kWh,202620276.94434425,MB,1270.411264,969.408512,0.0,314.5728,270.703104,s,10,22.504034912109375,2.2504034912109376,0.0213532755985725,2.2517298583984373,2.26247724609375,2.2758957275390626,2.2866305126953126,"[2.289314208984375, 2.25715185546875, 2.259495361328125, 2.197244140625, 2.2470615234375, 2.24485888671875, 2.249462890625, 2.249190673828125, 2.253996826171875, 2.256258544921875]",tokens/s,27.994979676333433,kWh,2.554520627758728e-05,1.3999564862576695e-05,3.7664128875571284e-05,7.720890001573525e-05,tokens/kWh,815968.1071373966,,s,629,22.787416046142607,0.03622800643265911,0.004365343540939308,0.035768318176269534,0.036024525451660155,0.036749721527099606,0.07186280487060547,"[0.03828838348388672, 0.03917824172973633, 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0.03572326278686523, 0.03572332763671875, 0.03569657516479492, 0.03596492767333984, 0.03588000106811524, 0.03573139190673828, 0.035760128021240234, 0.03571814346313477, 0.03571200180053711, 0.03585945510864258, 0.03565260696411133, 0.03542323303222656, 0.03560140609741211, 0.03594956970214844, 0.03557068634033203, 0.035760128021240234, 0.03574272155761719, 0.03581849670410156, 0.03577753448486328, 0.03503104019165039, 0.03578265762329102, 0.035762176513671876, 0.0358205451965332, 0.035866622924804685, 0.035759105682373046, 0.035730430603027344, 0.03569049453735352, 0.03565465545654297, 0.03573350524902344, 0.035727359771728515, 0.035760128021240234, 0.03569664001464844, 0.035810302734375, 0.035388416290283206, 0.03503308868408203, 0.03555942535400391, 0.03570380783081055, 0.035765247344970705, 0.035724288940429685, 0.035810302734375, 0.03657625579833984, 0.036141056060791016, 0.03594035339355469, 0.03574476623535156, 0.0356126708984375, 0.03519180679321289, 0.03526144027709961, 0.03578777694702148, 0.03580518341064453, 0.07186739349365234, 0.0357498893737793, 0.03586150360107422, 0.036762622833251955, 0.036660289764404295, 0.03585529708862305, 0.03562803268432617, 0.03569049453735352, 0.0357212142944336, 0.03605299377441406, 0.03585126495361328, 0.03558195114135742, 0.035781665802001955, 0.03569968032836914, 0.03560857772827149, 0.035705856323242184, 0.03571916961669922, 0.035681278228759765, 0.03546214294433594, 0.035945472717285154, 0.035773441314697264, 0.035757057189941405, 0.036757503509521484, 0.036190208435058595, 0.035942401885986325, 0.03566694259643555, 0.0359106559753418, 0.035714046478271484, 0.035776512145996094, 0.03573555374145508, 0.03596799850463867, 0.03576422500610352, 0.035746814727783204, 0.035722305297851566, 0.03578156661987305, 0.03507097625732422, 0.03590758514404297, 0.03578060913085938, 0.0357314567565918, 0.03564441680908203, 0.03564134216308594, 0.035707904815673826, 0.035768318176269534, 0.03569561767578125, 0.03575500869750976, 0.03586355209350586, 0.035778560638427735, 0.03606425476074219, 0.035765247344970705, 0.0356864013671875, 0.03583180618286133, 0.03581951904296875, 0.035710975646972655, 0.035798015594482424, 0.03590758514404297, 0.035732479095458985, 0.03570073699951172, 0.03576422500610352, 0.03578777694702148, 0.035827713012695314, 0.03578572845458984, 0.03566592025756836, 0.03564031982421875]",tokens/s,27.602954136016496,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,2,2,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/2/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a46-2e2ab36c6653ebaa24fa8e4d;46710915-d81b-49b0-bde4-db4eaf0991fe)

Repository Not Found for url: https://huggingface.co/2/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 2 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: XGLMForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpf11yeaav/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,huggyllama/llama-7b,huggyllama/llama-7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1264.447488,8173.125632,0.0,7518.28992,7334.49728,s,10,1.1309639053344724,0.11309639053344726,0.0029849086352281475,0.11205669021606446,0.11565996856689453,0.11774985656738281,0.11942176696777344,"[0.1198397445678711, 0.11090489959716797, 0.11088374328613282, 0.11519554901123047, 0.1101915512084961, 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0.11417088317871094, 0.11437055969238281, 0.11474739074707031]",tokens/s,8.707187094302812,,,,,True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.11024076843261718, 0.11033395385742187, 0.11042620849609375]",tokens/s,8.833807177417222,,,,,True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947180-6f4236576599fe631253bcc9;a73113b5-9248-47cc-a3c7-0e24119d4adc)

Repository Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: google/recurrentgemma-7b is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,t,t,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/t/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669478e9-3b89669938f3c6565a65b8f3;62f62693-e827-4808-9fc0-8bf19d77584a)

Repository Not Found for url: https://huggingface.co/t/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: t is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 633, in to
    return self.cuda(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 594, in cuda
    CB, CBt, SCB, SCBt, coo_tensorB = bnb.functional.double_quant(B)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 2573, in double_quant
    out_row = torch.zeros(A.shape, device=device, dtype=torch.int8)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 196.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 178.50 MiB is free. Process 100983 has 22.00 GiB memory in use. Of the allocated memory 21.72 GiB is allocated by PyTorch, and 2.78 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,x,x,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/x/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479dd-6b9697557a92372b0916cea4;844a2525-b55d-4f14-8e62-56c4043a0828)

Repository Not Found for url: https://huggingface.co/x/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: x is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/pythia-12b,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1247.694848,14145.814528,0.0,13490.978816,13144.14592,s,10,0.8426157760620117,0.08426157760620116,0.003206505642857551,0.0844017448425293,0.08567507171630859,0.08911307144165038,0.09186347122192383,"[0.09255107116699218, 0.08415158081054687, 0.08438764953613281, 0.08441584014892578, 0.08103619384765624, 0.08091123199462891, 0.08086009979248047, 0.08485810852050782, 0.08491107177734375, 0.08453292846679687]",tokens/s,3038.1581649992736,kWh,9.660793150343546e-07,5.293681263249643e-07,3.710106852455107e-06,5.205554293814426e-06,tokens/kWh,49178240.30847121,MB,1247.694848,14145.814528,0.0,13490.978816,13415.798272,s,10,52.622560058593756,5.262256005859376,0.025593486774334616,5.255736083984375,5.303168115234374,5.303555493164063,5.303865395507812,"[5.2345732421875, 5.24996435546875, 5.257130859375, 5.22043603515625, 5.25430712890625, 5.25434130859375, 5.30308203125, 5.2801962890625, 5.30394287109375, 5.2645859375]",tokens/s,11.972051517419763,kWh,6.001028541344292e-05,3.288944860524835e-05,0.0001449099009323448,0.00023780963495103604,tokens/kWh,264917.7776710831,,s,629,53.28441644287107,0.08471290372475532,0.009953953597473274,0.08395468902587891,0.08460821990966798,0.08516566925048828,0.16377195800781258,"[0.08751513671875, 0.08785919952392578, 0.08838963317871094, 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0.08435609436035156, 0.08394751739501953, 0.08447180938720703, 0.08417996978759766, 0.0839362564086914]",tokens/s,11.804577060056246,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: XGLMForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmp56_vt2ip/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: XGLMForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpjd47ui7u/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-14B,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1932.14464,18067.488768,0.0,17412.653056,17029.3504,s,10,1.4597398681640623,0.14597398681640625,0.003088222332086176,0.14579786682128906,0.14919671325683595,0.1504076675415039,0.15137643096923828,"[0.15161862182617186, 0.14598556518554687, 0.14561016845703126, 0.14210911560058595, 0.1445625, 0.14200405883789063, 0.1489276123046875, 0.14251065063476562, 0.14826255798339844, 0.14814901733398436]",tokens/s,1753.7371252453027,kWh,1.7075075398361872e-06,9.35635116108772e-07,5.303909005028545e-06,7.947051660973504e-06,tokens/kWh,32213204.458852142,MB,1932.14464,18067.488768,0.0,17412.653056,17162.139136,s,10,88.9022333984375,8.890223339843748,0.06626060185954756,8.8604365234375,8.94250205078125,9.006557177734376,9.057801279296875,"[8.928267578125, 8.88975390625, 8.864734375, 8.8513759765625, 8.8492548828125, 8.856138671875, 9.0706123046875, 8.9053115234375, 8.8557197265625, 8.831064453125]",tokens/s,7.0864361435836845,kWh,0.00010507761493088709,5.759046558436499e-05,0.00021600329581836697,0.0003786713763336191,tokens/kWh,166371.1701950649,,s,629,90.05706965637222,0.14317499150456608,0.017364300370003558,0.13962751770019532,0.14507950439453127,0.14557553100585938,0.2821079382324219,"[0.14417007446289062, 0.1406985626220703, 0.14414434814453125, 0.1431603240966797, 0.13881651306152343, 0.13828915405273437, 0.1414297637939453, 0.1411829833984375, 0.14391194152832032, 0.13822770690917968, 0.14368666076660155, 0.143752197265625, 0.14232780456542968, 0.14298725891113281, 0.1429258270263672, 0.14342041015625, 0.14292684936523437, 0.14136933898925783, 0.14325144958496094, 0.14157212829589844, 0.14253872680664062, 0.14306918334960939, 0.1430067138671875, 0.14279782104492186, 0.13914933776855468, 0.13913087463378906, 0.14205743408203125, 0.13926809692382813, 0.14050303649902343, 0.14344192504882813, 0.14325144958496094, 0.143531005859375, 0.1408071746826172, 0.14278041076660156, 0.14248141479492188, 0.14267289733886718, 0.14258380126953124, 0.1384110107421875, 0.13939712524414063, 0.14489599609375, 0.13931622314453124, 0.13890457153320312, 0.13986099243164063, 0.13924453735351563, 0.14089830017089844, 0.14171749877929687, 0.14005145263671875, 0.1392578582763672, 0.13892300415039063, 0.13851033020019532, 0.14273536682128907, 0.14272306823730468, 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0.13909811401367186]",tokens/s,6.984459991870217,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,r,r,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/r/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947915-0e9b5a15581c866253d8452f;f3cbb56e-c5b8-4504-8ce6-342ba0e27c3d)

Repository Not Found for url: https://huggingface.co/r/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: r is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1279.741952,8762.425344,0.0,8107.589632,7869.509632,s,10,0.7269598922729493,0.07269598922729492,0.0022887180700227796,0.07160987091064452,0.07542461776733399,0.07712315559387206,0.07848198585510253,"[0.07882169342041015, 0.07152639770507813, 0.07190444946289062, 0.0720381088256836, 0.07152620697021485, 0.07504716491699219, 0.07168131256103516, 0.0714315185546875, 0.07144461059570313, 0.0715384292602539]",tokens/s,3521.5147729756804,kWh,8.624799180978309e-07,4.725999354158488e-07,2.795736218745216e-06,4.130816072258895e-06,tokens/kWh,61973226.48161601,MB,1279.741952,8762.425344,0.0,8107.589632,8052.590592,s,10,45.45969580078125,4.545969580078125,0.027026836380731657,4.542497802734375,4.5725193359375,4.589861474609375,4.603735185546875,"[4.56866552734375, 4.60720361328125, 4.556775390625, 4.5493896484375, 4.55971142578125, 4.53560595703125, 4.52365185546875, 4.5228671875, 4.51580419921875, 4.52002099609375]",tokens/s,13.858429734348842,kWh,5.4753172153007286e-05,3.000803623437977e-05,0.00011838933295144801,0.00020315054133883506,tokens/kWh,310114.85169966746,,s,629,46.035645622253384,0.07318862579054598,0.008654915639145156,0.0717864990234375,0.07380787200927734,0.07485563049316406,0.14371299377441407,"[0.07185100555419922, 0.07151103973388671, 0.07299686431884765, 0.07938764953613281, 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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.22451712036132812, 0.21616639709472657, 0.22159571838378905, 0.2169517364501953, 0.21730712890625, 0.21675827026367187, 0.21730924987792968, 0.21715858459472656, 0.22653439331054687, 0.22417304992675782, 0.2280396728515625, 0.22416896057128907, 0.2248100128173828, 0.22461129760742188, 0.225691650390625, 0.22460108947753907, 0.22413311767578126, 0.22515303039550782, 0.22498304748535156, 0.22452735900878906, 0.22407781982421876, 0.2250987548828125, 0.22536703491210938, 0.22573875427246093, 0.22649139404296875, 0.22618829345703126, 0.2258145294189453, 0.21670501708984374, 0.21752525329589845, 0.21663743591308593, 0.21731942749023436, 0.21652275085449219, 0.225680419921875, 0.21669577026367187, 0.21773210144042968, 0.4220518493652344, 0.21654631042480468, 0.21681663513183594, 0.22364569091796874, 0.21704806518554687, 0.22116146850585938, 0.22261453247070312, 0.21675827026367187, 0.2170716094970703, 0.21581619262695312, 0.21722726440429688, 0.21910835266113282, 0.21696511840820312, 0.21639474487304688, 0.22361497497558594, 0.22255923461914062, 0.2172508087158203, 0.21952102661132813, 0.2266173400878906, 0.22648013305664064, 0.22595993041992188, 0.21787139892578125, 0.22229705810546874, 0.22439117431640626, 0.2170081329345703, 0.21608447265625, 0.21868544006347657, 0.21623504638671875, 0.22297392272949218, 0.22742221069335938, 0.216806396484375, 0.2166640625, 0.21730201721191406, 0.21954457092285157, 0.21710748291015625, 0.2168544921875, 0.21763583374023437, 0.21648384094238282, 0.216806396484375, 0.21651866149902343, 0.21765017700195313, 0.2169497528076172, 0.22690611267089844, 0.2232770538330078, 0.22635417175292968, 0.2230108184814453, 0.21750271606445312, 0.2168934326171875, 0.21682791137695312, 0.22054092407226564, 0.2215290832519531, 0.2261012420654297, 0.22565274047851563, 0.22053581237792969, 0.2259578857421875, 0.22043443298339843, 0.22148812866210937, 0.21674598693847658, 0.22574284362792968, 0.21719244384765626, 0.2254745635986328, 0.22440345764160155, 0.22014054870605468, 0.43430810546875, 0.22175334167480468, 0.2165575714111328, 0.22258073425292968, 0.2252769317626953, 0.22457752990722657, 0.22505882263183594, 0.2263582763671875, 0.2261391296386719, 0.22428466796875, 0.22184857177734374, 0.22504754638671876, 0.22577459716796874, 0.22469017028808594, 0.22521958923339844, 0.2244700164794922, 0.22635110473632813, 0.21670707702636718, 0.22316032409667969, 0.22451097106933593, 0.22643814086914063, 0.22501785278320313, 0.22589747619628905, 0.22579302978515625, 0.22670233154296876, 0.22076722717285155, 0.21724671936035156, 0.21713510131835936, 0.21689958190917968, 0.21642137145996093, 0.2171576385498047, 0.22391603088378906, 0.22641049194335938, 0.2254940185546875, 0.21760208129882813, 0.2162994842529297, 0.21705421447753906, 0.21593600463867188, 0.2172508087158203, 0.21660263061523438, 0.21750169372558595, 0.21717196655273438, 0.21730918884277345, 0.22047232055664062, 0.22350233459472657, 0.21778533935546876, 0.22601318359375, 0.216195068359375, 0.21750271606445312, 0.22061363220214844, 0.2255994873046875, 0.216521728515625, 0.21743820190429688, 0.21714329528808593, 0.21763276672363283, 0.21822055053710937, 0.21719552612304688, 0.21670399475097657, 0.21773004150390626, 0.2164664306640625, 0.2173501434326172, 0.2231787567138672, 0.22593125915527343, 0.42161355590820315, 0.21665382385253906, 0.22204518127441406, 0.2169302978515625, 0.22075596618652343, 0.21814373779296875, 0.22368768310546874, 0.2241986541748047, 0.21700711059570313, 0.2160906219482422, 0.216553466796875, 0.21638861083984376, 0.21684326171875, 0.2216611785888672, 0.2180597686767578, 0.21692723083496093, 0.21729689025878907, 0.21694873046875, 0.21670912170410156, 0.21706649780273438, 0.2168442840576172, 0.21669888305664062, 0.21700711059570313, 0.21625856018066406, 0.216774658203125, 0.22244146728515626, 0.22697369384765625, 0.22124748229980468, 0.21719757080078125, 0.2160148468017578, 0.22016921997070313, 0.22503424072265624, 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0.2248652801513672, 0.22558726501464843, 0.22447608947753905, 0.2257725372314453, 0.2250936279296875, 0.2254264373779297, 0.22464614868164062, 0.22539981079101562, 0.22346342468261718, 0.2212956085205078, 0.22544281005859376, 0.2258217315673828, 0.21892195129394532, 0.2255738830566406, 0.22090547180175782, 0.22629069519042969, 0.21714125061035155, 0.217491455078125, 0.21764505004882811, 0.22201036071777344, 0.22507725524902344, 0.2260377655029297, 0.22473829650878907, 0.22484889221191406, 0.2266623992919922, 0.2171760711669922, 0.21707980346679687, 0.21717401123046876, 0.216595458984375, 0.22284800720214842, 0.21683815002441406, 0.2174668731689453, 0.21688729858398437, 0.2172426300048828, 0.21975660705566405, 0.22306399536132812, 0.22576742553710938, 0.22862950134277343, 0.21698355102539063, 0.21794508361816406, 0.22527488708496093, 0.22612889099121095, 0.22494822692871094, 0.22602137756347657, 0.22545613098144532, 0.22444656372070312]",tokens/s,4.475002889285369,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: CodeGenForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmp4i48c8g5/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,m,m,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/m/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947685-3b0ee5f25e5445991db784fe;68b70bca-d7f3-4c80-be59-fb076f3e5f1e)

Repository Not Found for url: https://huggingface.co/m/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: m is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.07507046508789063]",tokens/s,13.142865147499686,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,l,l,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/l/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947966-66e559753301b77319525a89;4359263f-4549-46bc-b690-a0c7b26f5cbb)

Repository Not Found for url: https://huggingface.co/l/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: l is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,B,B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/B/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a75-762c984070a7552e4dad0483;d5300996-c677-472c-ae89-1cc0485f89c0)

Repository Not Found for url: https://huggingface.co/B/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: B is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1307.754496,14907.080704,0.0,14252.244992,13937.091584,s,10,1.4284149322509763,0.14284149322509762,0.00551297002602636,0.14359231567382813,0.1453927719116211,0.15126192245483397,0.1559572428894043,"[0.15713107299804688, 0.1440537567138672, 0.13795245361328126, 0.14343026733398437, 0.13774911499023437, 0.13852490234375, 0.14375436401367186, 0.14396786499023437, 0.1377626190185547, 0.14408851623535157]",tokens/s,1792.1963304918752,kWh,1.6477385788788031e-06,9.028918485986045e-07,5.098075066110797e-06,7.648705493588205e-06,tokens/kWh,33469715.91658235,MB,1307.754496,14907.080704,0.0,14252.244992,14198.505472,s,10,88.481556640625,8.8481556640625,0.04784430348958827,8.86695263671875,8.902208496093749,8.902781982421875,8.903240771484375,"[8.7933046875, 8.8773740234375, 8.8651748046875, 8.90335546875, 8.86873046875, 8.8196630859375, 8.7922958984375, 8.9020810546875, 8.7675244140625, 8.892052734375]",tokens/s,7.12012789918238,kWh,0.00010337325424323847,5.6656320900839695e-05,0.00021566757376848968,0.00037569714891256786,tokens/kWh,167688.2568375874,,s,629,89.59998762512208,0.14244831100973304,0.017335784099817085,0.14111225891113283,0.14414664306640626,0.14474083862304687,0.2804000793457033,"[0.1532395477294922, 0.14900746154785155, 0.14504438781738282, 0.14406655883789063, 0.14345939636230468, 0.13653497314453125, 0.1368473663330078, 0.1432790985107422, 0.14347482299804687, 0.13708685302734375, 0.1358489532470703, 0.1359237060546875, 0.13677670288085939, 0.13937164306640626, 0.1376705322265625, 0.13717401123046874, 0.13688217163085936, 0.13732147216796875, 0.13740748596191407, 0.13726412963867188, 0.13727027893066407, 0.13791641235351562, 0.137059326171875, 0.13949952697753906, 0.1441802215576172, 0.14430618286132812, 0.14339173889160156, 0.1435248565673828, 0.14404812622070312, 0.13749760437011718, 0.13785906982421875, 0.13673370361328124, 0.13746482849121094, 0.13729689025878905, 0.13743002319335937, 0.1379113006591797, 0.136499267578125, 0.13830854797363282, 0.13740850830078125, 0.1363118133544922, 0.13733273315429687, 0.1375272979736328, 0.13736038208007811, 0.1380843505859375, 0.1372559356689453, 0.13762879943847656, 0.13700390625, 0.13717208862304686, 0.13680934143066406, 0.13735423278808595, 0.13754071044921876, 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8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,M,M,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/M/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694786a-2ea0557243e5a5307ca8a2a3;858477d0-8116-451d-9602-1ceb00bbf04e)

Repository Not Found for url: https://huggingface.co/M/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: M is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: RecurrentGemmaForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpes06g9ol/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.11202559661865234, 0.11213926696777343, 0.11204505920410156, 0.11210956573486328]",tokens/s,8.772193977427127,,,,,True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,/,/,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: / does not appear to have a file named config.json. Checkout 'https://huggingface.co///tree/None' for available files.

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,TencentARC/Mistral_Pro_8B_v0.1,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,5660.131328,10962.337792,0.0,10307.50208,10029.210624,s,10,1.4342690734863281,0.1434269073486328,0.0032239528002932865,0.14276050567626952,0.14646627197265624,0.14882899169921876,0.15071916748046876,"[0.15119171142578125, 0.14055494689941406, 0.14345762634277343, 0.14594122314453126, 0.14206338500976562, 0.1407220458984375, 0.14052482604980468, 0.14054188537597656, 0.1442948760986328, 0.14497654724121095]",tokens/s,1784.8812662308324,kWh,1.7037357295316364e-06,9.333370224703686e-07,4.414690039685912e-06,7.051762791687916e-06,tokens/kWh,36302979.490710236,MB,5660.131328,10962.337792,0.0,10307.50208,10056.90112,s,10,91.03206542968749,9.10320654296875,0.08025953626004148,9.07454150390625,9.2241923828125,9.259001464843749,9.28684873046875,"[9.293810546875, 9.0487578125, 9.21645703125, 9.09006640625, 9.034521484375, 9.0707138671875, 9.078369140625, 9.0585595703125, 9.098578125, 9.0422314453125]",tokens/s,6.920638316029503,kWh,0.00010834198840080747,5.937985369364469e-05,0.00020726067374491383,0.000374982515839366,tokens/kWh,168007.83326918574,,s,629,92.16478802490228,0.1465258951111325,0.017154203671883243,0.14422015380859374,0.14755471496582032,0.14824775695800782,0.2843094567871094,"[0.1534976043701172, 0.15138217163085937, 0.14815318298339844, 0.14723379516601562, 0.14589552307128906, 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0.07099801635742188, 0.07239577484130859, 0.07256371307373047, 0.07234559631347656]",tokens/s,13.906298307203762,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-0.5B,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2070.638592,1837.62944,0.0,1182.793728,1096.737792,s,10,0.8526260757446287,0.08526260757446288,0.0029362844966340034,0.08387680053710937,0.0874893585205078,0.09047541503906249,0.09286426025390626,"[0.09346147155761719, 0.08563314819335938, 0.08346211242675781, 0.08682579040527344, 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0.06699622344970703, 0.06782975769042969, 0.06944870758056641, 0.06703616333007813, 0.06929100799560547, 0.06718771362304687, 0.06981632232666016, 0.06956953430175782, 0.06930022430419921, 0.06958796691894531, 0.06929408264160156, 0.06899302673339844, 0.0709191665649414, 0.0706344985961914, 0.06962687683105469, 0.0708331527709961, 0.06951219177246094, 0.06755532836914062, 0.06715392303466797, 0.0670730209350586, 0.06833561706542969, 0.07027712249755859, 0.06717849731445312, 0.06697881317138672, 0.06717337799072266, 0.06714982604980468, 0.06971903991699219, 0.06979481506347657, 0.07024947357177734, 0.06953984069824219, 0.0693729248046875, 0.06934220886230469, 0.06943334197998047, 0.06947328186035157, 0.06747545623779297, 0.07342797088623047, 0.06972621154785157, 0.0695050277709961, 0.06966476440429688, 0.06958489227294921, 0.06963302612304688, 0.06997708892822266, 0.0696289291381836, 0.0705423355102539, 0.06903807830810547, 0.06782771301269531, 0.06944767761230469, 0.06965145874023437]",tokens/s,14.558308397150435,,,,,,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,s,s,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/s/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669476f1-49fca4b75c98b16e1dc26b6d;746f2119-eff0-4952-960d-e11157131df2)

Repository Not Found for url: https://huggingface.co/s/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: s is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: FalconForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpnvkwbhtx/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.0,,,,1.21.4,,,,0.12.0,,MB,19050.278912,10037.49376,0.0,9558.818816,9558.429696,s,1,24.29283203125,24.29283203125,0.0,24.29283203125,24.29283203125,24.29283203125,24.29283203125,[24.29283203125],,kWh,0.0002063189802236107,0.00011306495403730609,0.0003188277550619928,0.0006382116893229096,,MB,6290.538496,10675.027968,0.0,10020.192256,9855.258624,s,10,1.1295405349731447,0.11295405349731447,0.002238673744367832,0.11306025695800781,0.11581083068847656,0.11609631042480469,0.1163246942138672,"[0.11097222137451172, 0.11033865356445313, 0.11455612945556641, 0.11638179016113281, 0.11574739074707031, 0.11422528076171876, 0.11189523315429688, 0.11445906829833985, 0.11055084991455078, 0.11041391754150391]",tokens/s,2266.4082613563446,kWh,1.341450875132695e-06,7.350497529272336e-07,4.064441453797614e-06,6.140942081857543e-06,tokens/kWh,41687414.82781805,MB,6298.988544,10677.12512,0.0,10022.289408,9856.30976,s,10,67.97469824218751,6.79746982421875,0.03816829359719601,6.797189208984375,6.838322509765625,6.858066040039063,6.8738608642578125,"[6.807115234375, 6.78726318359375, 6.816248046875, 6.83393505859375, 6.8778095703125, 6.80857666015625, 6.7625703125, 6.76861962890625, 6.738013671875, 6.774546875]",tokens/s,9.268154420566441,kWh,7.989993218639534e-05,4.379077045005723e-05,0.0001749928962364037,0.0002986835988728563,tokens/kWh,210925.54207108592,,s,630,67.9727831420899,0.10789330657474577,0.0019346396313991042,0.10817843246459961,0.11004405975341797,0.11069501533508301,0.11159642166137695,"[0.10675302124023438, 0.11157094573974609, 0.10923417663574218, 0.10865254211425782, 0.11036262512207032, 0.10910924530029296, 0.10995814514160156, 0.11031964874267577, 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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 408, in set_module_tensor_to_device
    new_value = old_value.to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 1.97 GiB. GPU 0 has a total capacity of 22.18 GiB of which 746.50 MiB is free. Process 82885 has 21.45 GiB memory in use. Of the allocated memory 21.16 GiB is allocated by PyTorch, and 1.31 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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0.0650588150024414]",tokens/s,15.197023259790218,,,,,,True,main,False,False
8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,-,-,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 106, in _inner_fn
    validate_repo_id(arg_value)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 160, in validate_repo_id
    raise HFValidationError(
huggingface_hub.errors.HFValidationError: Repo id must use alphanumeric chars or '-', '_', '.', '--' and '..' are forbidden, '-' and '.' cannot start or end the name, max length is 96: '-'.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 466, in cached_file
    raise EnvironmentError(
OSError: Incorrect path_or_model_id: '-'. Please provide either the path to a local folder or the repo_id of a model on the Hub.

",True,True,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-2-12b,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2917.33504,14363.918336,0.0,13709.082624,13467.061248,s,10,2.169184661865234,0.2169184661865234,0.004252282093412285,0.2163830337524414,0.22081553344726562,0.2234568389892578,0.22556988342285156,"[0.22609814453125, 0.21456700134277343, 0.2127487030029297, 0.21271661376953124, 0.21346934509277343, 0.2196318054199219, 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8bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,v,v,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/v/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947adf-374b0b555371a0a323a7c612;21e1e60a-96c3-47b5-aa23-6b1220a8067c)

Repository Not Found for url: https://huggingface.co/v/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: v is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: CodeGenForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpmfoqczge/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/pythia-410m,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1883.611136,1453.850624,0.0,799.014912,732.325888,s,10,0.5456827468872071,0.0545682746887207,0.002603940000442501,0.05431547164916992,0.05621721267700195,0.058992221832275385,0.06121222915649414,"[0.06176723098754883, 0.054209888458251955, 0.052554111480712894, 0.05268876647949219, 0.05442105484008789, 0.05264287948608398, 0.05448508834838867, 0.05270828628540039, 0.05560054397583008, 0.054604896545410155]",tokens/s,4691.370607927895,kWh,6.298350386022112e-07,3.451214845542981e-07,1.0450495949041792e-06,2.0200061180606883e-06,tokens/kWh,126732289.42780302,MB,1883.611136,1453.850624,0.0,799.014912,775.103488,s,10,34.065859375,3.4065859375,0.021326349723627,3.4142813720703122,3.4274317138671875,3.430554357910156,3.433052473144531,"[3.41606298828125, 3.433677001953125, 3.40022412109375, 3.412499755859375, 3.390482421875, 3.42195458984375, 3.421415283203125, 3.376487060546875, 3.366318359375, 3.42673779296875]",tokens/s,18.49358893503622,kWh,3.9972726362394104e-05,2.1907063218565998e-05,6.090855552349357e-05,0.00012278834510445367,tokens/kWh,513078.01197586884,,s,629,34.49621915054321,0.05484295572423404,0.006478630529547525,0.05452288055419922,0.05484912643432617,0.05521797027587891,0.10582065307617189,"[0.05363916778564453, 0.053016574859619144, 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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: BloomForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmp5bkk_rnl/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: BloomForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpjp19ib4p/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,MB,975.003648,1352.138752,0.0,715.128832,705.334272,s,1,9.1342294921875,9.1342294921875,0.0,9.1342294921875,9.1342294921875,9.1342294921875,9.1342294921875,[9.1342294921875],,kWh,9.461945094445432e-06,5.138023320692668e-06,1.3764733234000737e-05,2.8364701649138836e-05,,MB,1551.478784,1719.140352,0.0,1065.353216,1002.182656,s,10,0.3755643196105957,0.03755643196105957,0.0006993228208078828,0.037654735565185546,0.0382918228149414,0.03829794425964356,0.03830284141540528,"[0.03657603073120117, 0.03716233444213867, 0.03825814437866211, 0.036969310760498045, 0.036876129150390624, 0.03820403289794922, 0.038290462493896484, 0.038304065704345705, 0.03677667236328125, 0.03814713668823242]",tokens/s,6816.4089779730375,kWh,4.362833757072484e-07,2.3904741963520125e-07,1.6506429769298873e-06,2.325973772272337e-06,tokens/kWh,110061430.20688635,MB,1615.0528,1754.791936,0.0,1101.0048,1002.185216,s,10,19.1133056640625,1.91133056640625,0.014916522343255254,1.9167883911132813,1.9272299072265624,1.9273603149414062,1.9274646411132814,"[1.892912109375, 1.88879833984375, 1.9144154052734375, 1.9177076416015626, 1.92749072265625, 1.9200479736328124, 1.8867808837890625, 1.927200927734375, 1.92208251953125, 1.915869140625]",tokens/s,32.96133128789688,kWh,2.2565319061793006e-05,1.2365817590970158e-05,3.900413954687007e-05,7.393527619963324e-05,tokens/kWh,852096.6342222512,,s,630,19.11146501350399,0.030335658751593695,0.0006008558691899667,0.030460415840148927,0.03083315181732178,0.03105479736328125,0.032040980052948,"[0.029320192337036134, 0.0292096004486084, 0.02939187240600586, 0.02936627197265625, 0.029301759719848632, 0.029215744018554687, 0.02915123176574707, 0.02919526481628418, 0.02917068862915039, 0.029108224868774416, 0.02915020751953125, 0.02914406394958496, 0.029124607086181642, 0.029157375335693358, 0.029117439270019533, 0.029080575942993164, 0.02920857620239258, 0.029221887588500976, 0.02915225601196289, 0.029236223220825194, 0.029668352127075196, 0.030450687408447266, 0.030623743057250977, 0.030443519592285157, 0.03040358352661133, 0.030488576889038086, 0.030461952209472655, 0.030479360580444335, 0.03076812744140625, 0.031318016052246093, 0.030447616577148437, 0.030452735900878908, 0.031698944091796875, 0.030551040649414062, 0.031453184127807614, 0.030495744705200195, 0.030567424774169922, 0.03042508888244629, 0.030459903717041017, 0.03042815971374512, 0.030571519851684572, 0.03056025505065918, 0.030476287841796876, 0.03041279983520508, 0.030426111221313477, 0.03040460777282715, 0.030879743576049806, 0.030503936767578125, 0.02919219207763672, 0.029247488021850586, 0.02930073547363281, 0.029236223220825194, 0.029224960327148438, 0.02921062469482422, 0.02921881675720215, 0.02973695945739746, 0.03265126419067383, 0.030830591201782227, 0.030707712173461913, 0.03116851234436035, 0.031041536331176758, 0.030629888534545898, 0.03096575927734375, 0.02940006446838379, 0.029659135818481445, 0.029314048767089845, 0.02932428741455078, 0.029252607345581053, 0.029257728576660157, 0.029274112701416017, 0.029296640396118165, 0.029338623046875, 0.029224960327148438, 0.02929971122741699, 0.029205503463745116, 0.029278207778930664, 0.029223936080932617, 0.02923520088195801, 0.02921062469482422, 0.029254655838012695, 0.029266944885253908, 0.029435903549194335, 0.029260799407958983, 0.03058585548400879, 0.030538751602172853, 0.03057561683654785, 0.030488576889038086, 0.03040358352661133, 0.030644224166870116, 0.030514175415039063, 0.030530559539794923, 0.030468095779418947, 0.03077734375, 0.03057459259033203, 0.030510080337524413, 0.030505983352661133, 0.03119923210144043, 0.030742528915405274, 0.030445568084716795, 0.030442495346069336, 0.030454784393310546, 0.030694400787353516, 0.03058892822265625, 0.03044764709472656, 0.030409696578979493, 0.03038412857055664, 0.03037900733947754, 0.030456832885742188, 0.030466047286987305, 0.03039948844909668, 0.03040870475769043, 0.03079270362854004, 0.030531583786010744, 0.029248512268066407, 0.02925056076049805, 0.029272064208984375, 0.02919628715515137, 0.029236223220825194, 0.02916454315185547, 0.029206527709960937, 0.0291727352142334, 0.03080601692199707, 0.030470144271850585, 0.03038412857055664, 0.03037593650817871, 0.030464000701904297, 0.029284351348876952, 0.029251583099365236, 0.02932326316833496, 0.03041587257385254, 0.03099238395690918, 0.030666751861572264, 0.030674943923950194, 0.030640127182006836, 0.030863359451293947, 0.030645248413085937, 0.03052441596984863, 0.03057561683654785, 0.030999551773071288, 0.030656511306762696, 0.030874624252319335, 0.03061350440979004, 0.03096985626220703, 0.03060940742492676, 0.03063910484313965, 0.02913587188720703, 0.029086719512939452, 0.03014656066894531, 0.03041996765136719, 0.03043328094482422, 0.030417919158935547, 0.030426111221313477, 0.030623743057250977, 0.030643199920654295, 0.03054591941833496, 0.030472192764282226, 0.030409727096557617, 0.030494720458984374, 0.030484479904174806, 0.030635007858276365, 0.030567424774169922, 0.03054080009460449, 0.030696447372436524, 0.032266239166259765, 0.030876672744750977, 0.030515199661254884, 0.03041587257385254, 0.030473215103149414, 0.03058176040649414, 0.030455808639526367, 0.030507007598876954, 0.03042918395996094, 0.02998784065246582, 0.03056435203552246, 0.030485504150390624, 0.030483455657958985, 0.031089664459228516, 0.03056844711303711, 0.030494720458984374, 0.02916966438293457, 0.029191167831420898, 0.02915225601196289, 0.029097984313964844, 0.029615104675292967, 0.030341119766235353, 0.030729215621948244, 0.030523391723632814, 0.03038003158569336, 0.030443519592285157, 0.032059391021728514, 0.031037439346313478, 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0.05306880187988281, 0.05304422378540039, 0.053212158203125, 0.0531486701965332, 0.05313945770263672, 0.05310873413085938, 0.053152767181396485, 0.05303603363037109, 0.05340364837646484, 0.05329817581176758, 0.05312716674804688, 0.05305855941772461, 0.05382553482055664, 0.05342617416381836]",tokens/s,18.502279510725597,,,,,,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: BloomForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.2,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: BloomForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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0.0902635498046875, 0.08994611358642578]",tokens/s,11.52694708259536,,,,,,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,27293.556736,17523.277824,0.0,16886.267904,16574.912512,s,1,36.85951171875,36.85951171875,0.0,36.85951171875,36.85951171875,36.85951171875,36.85951171875,[36.85951171875],,kWh,0.00035440222824100707,0.00019422431422863728,0.0005147237451119668,0.001063350287581611,,MB,1979.416576,18032.88576,0.0,17370.710016,17029.35552,s,10,1.4090473175048828,0.14090473175048826,0.0005233599980936317,0.14083825683593748,0.14133483276367187,0.14177714233398436,0.14213098999023438,"[0.14123654174804687, 0.14221945190429688, 0.14084556579589844, 0.1409817657470703, 0.14083094787597655, 0.14048921203613282, 0.1403660125732422, 0.14035769653320312, 0.14110447692871095, 0.1406156463623047]",tokens/s,1816.830398948706,kWh,1.6768930850448443e-06,9.186878044143386e-07,5.26984772135266e-06,7.865428610811844e-06,tokens/kWh,32547495.205550727,MB,1983.668224,18034.982912,0.0,17372.807168,17029.35808,s,10,86.76537011718752,8.67653701171875,0.03610715807868478,8.666958984375,8.71720869140625,8.740428076171876,8.759003583984375,"[8.67234765625, 8.6916640625, 8.655349609375, 8.66069140625, 8.6664150390625, 8.632177734375, 8.6675029296875, 8.643525390625, 8.712048828125, 8.7636474609375]",tokens/s,7.260961362224423,kWh,0.0001026884760219705,5.6280769795117986e-05,0.0002117618814594417,0.00037073112727653026,tokens/kWh,169934.47640291604,,s,630,86.76324343872058,0.1377194340297154,0.0014449452377614798,0.1373460464477539,0.1398882339477539,0.14067638778686523,0.14215386520385742,"[0.1365360565185547, 0.13676646423339844, 0.1371197509765625, 0.13737574768066407, 0.13601484680175782, 0.13608447265625, 0.13628416442871094, 0.13996543884277343, 0.1417717742919922, 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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,1864.290304,3141.009408,0.0,2503.999488,2349.010944,s,1,8.842939453125,8.842939453125,0.0,8.842939453125,8.842939453125,8.842939453125,8.842939453125,[8.842939453125],,kWh,2.1090746219452844e-05,1.1540379947138436e-05,2.99333572800764e-05,6.256448344666769e-05,,MB,2129.178624,3556.245504,0.0,2902.458368,2642.300928,s,10,0.6914822463989259,0.06914822463989258,6.984338951114465e-05,0.06910372924804686,0.06923670654296875,0.06926608123779297,0.06928958099365234,"[0.0690999984741211, 0.06929545593261718, 0.06910499572753906, 0.06909101104736329, 0.0692245101928711, 0.06913558197021484, 0.0691006088256836, 0.06909744262695312, 0.06910246276855468, 0.06923017883300782]",tokens/s,3702.191941053972,kWh,8.169103429168425e-07,4.4759362177359763e-07,4.906829595958137e-06,6.171333560648577e-06,tokens/kWh,41482120.10972482,MB,2151.354368,3556.245504,0.0,2902.458368,2642.303488,s,10,24.175371826171876,2.417537182617188,0.020019158071041283,2.4206763916015626,2.435047021484375,2.4398487060546876,2.4436900537109376,"[2.390269775390625, 2.43397998046875, 2.42155322265625, 2.432987060546875, 2.419799560546875, 2.43385400390625, 2.377230712890625, 2.408345703125, 2.444650390625, 2.412701416015625]",tokens/s,26.059578505343683,kWh,2.8590255635488332e-05,1.5668194070400297e-05,5.331916142924884e-05,9.757761113513747e-05,tokens/kWh,645639.9092692467,,s,630,24.173557723999043,0.038370726546030194,0.0009849032257420254,0.03784294319152832,0.039518207550048826,0.03977369747161865,0.04061042797088624,"[0.0375623664855957, 0.037558273315429686, 0.03877273559570313, 0.03936153411865234, 0.03903692626953125, 0.0374200325012207, 0.0373831672668457, 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0.07109529876708984, 0.07022182464599609]",tokens/s,14.038105138127865,,,True,,,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,9984.548864,6435.6352,0.0,5798.62528,5404.427264,s,1,15.3426162109375,15.3426162109375,0.0,15.3426162109375,15.3426162109375,15.3426162109375,15.3426162109375,[15.3426162109375],,kWh,9.944638356873334e-05,5.448597032570422e-05,0.00014127983524603316,0.00029521218914047075,,MB,5749.366784,6739.72224,0.0,6077.546496,5755.126784,s,10,1.391264602661133,0.13912646026611328,0.0024027309852293257,0.1383208312988281,0.14155836486816406,0.14362633514404297,0.1452807113647461,"[0.13820787048339844, 0.1382641906738281, 0.13740771484375, 0.14109881591796875, 0.1384266815185547, 0.14569430541992187, 0.13759846496582032, 0.13866368103027343, 0.13752540588378906, 0.13837747192382813]",tokens/s,1840.0525644822528,kWh,1.6696514318956477e-06,9.148407697165257e-07,3.394161557266851e-06,5.978653758879024e-06,tokens/kWh,42819004.13112384,MB,5753.622528,6741.819392,0.0,6079.643648,5755.129344,s,10,85.92322265625,8.592322265625,0.043441302343572956,8.574276367187501,8.64024169921875,8.655356689453125,8.667448681640625,"[8.5562978515625, 8.62568359375, 8.5215400390625, 8.57185546875, 8.6295849609375, 8.6704716796875, 8.5749091796875, 8.562353515625, 8.6368828125, 8.5736435546875]",tokens/s,7.3321272238637825,kWh,0.00010127309793074255,5.550484009896886e-05,0.00016802342002113674,0.0003248013580508482,tokens/kWh,193964.70623788846,,s,630,85.92104652404777,0.13638261353023468,0.0019111577264539316,0.13575577545166018,0.1387015106201172,0.14178498229980468,0.14275982498168946,"[0.13654425048828125, 0.13660159301757813, 0.13622476196289063, 0.13692108154296875, 0.13662515258789062, 0.13561241149902345, 0.135478271484375, 0.1391636505126953, 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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,2572.386304,4860.674048,0.0,4223.664128,4030.321664,s,1,10.304341796875,10.304341796875,0.0,10.304341796875,10.304341796875,10.304341796875,10.304341796875,[10.304341796875],,kWh,3.8855333414610665e-05,2.125177144258516e-05,5.511893298404402e-05,0.00011522603784123985,,MB,2536.046592,5267.521536,0.0,4613.7344,4385.215488,s,10,1.6072548065185548,0.16072548065185546,3.866633657932255e-05,0.16072804260253906,0.16077016143798828,0.16078274765014647,0.16079281661987305,"[0.16068876647949218, 0.16074365234375, 0.16071554565429688, 0.16066627502441405, 0.16074053955078124, 0.16075071716308595, 0.16070040893554688, 0.16068620300292968, 0.16079533386230468, 0.16076736450195311]",tokens/s,1592.777940135808,kWh,1.8998417943784884e-06,1.040968245096885e-06,1.1980688596888123e-05,1.4921498636363497e-05,tokens/kWh,17156453.667202793,MB,2558.492672,5269.618688,0.0,4615.831552,4385.218048,s,10,40.677423828124994,4.0677423828125,0.03409891896069003,4.063312622070312,4.11703017578125,4.1225998046875,4.1270555078125,"[4.048366455078125, 4.040737548828125, 4.070507080078125, 4.047030517578125, 4.0709580078125, 4.0561181640625, 4.11579248046875, 4.008996337890625, 4.090747802734375, 4.12816943359375]",tokens/s,15.487706464941082,kWh,4.700783234138339e-05,2.576271454677421e-05,9.32967567361193e-05,0.0001660673036242769,tokens/kWh,379364.26150770724,,s,630,40.6753116340637,0.06456398672073607,0.0016193934636476548,0.06524262619018555,0.06612623672485352,0.06654269676208496,0.06756531272888185,"[0.06285107040405273, 0.06283980941772462, 0.06624358367919922, 0.06579609680175781, 0.06580941009521485, 0.06576025390625, 0.06373171234130859, 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0.06296063995361328, 0.06288793563842773, 0.06258585739135743, 0.06259916687011718, 0.06336511993408203]",tokens/s,15.488510713029267,,,True,,,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,2218.016768,7597.457408,0.0,6960.447488,6722.822144,s,1,11.748716796875,11.748716796875,0.0,11.748716796875,11.748716796875,11.748716796875,11.748716796875,[11.748716796875],,kWh,5.677794560901172e-05,3.1099881788617156e-05,8.227562137597122e-05,0.00017015344877360008,,MB,1733.26336,8167.882752,0.0,7514.095616,7161.40544,s,10,3.266764404296875,0.32667644042968746,0.0001949859823329891,0.32672116088867187,0.3268796417236328,0.3268811660766602,0.326882385559082,"[0.32655111694335937, 0.32686911010742187, 0.326677490234375, 0.32676483154296876, 0.32687930297851564, 0.32630233764648436, 0.32679046630859376, 0.32638909912109376, 0.326657958984375, 0.3268826904296875]",tokens/s,783.6500228277112,kWh,3.862257503136932e-06,2.116226268123337e-06,2.4510342188905335e-05,3.0488825960165605e-05,tokens/kWh,8396518.788046159,MB,1739.563008,8169.979904,0.0,7516.192768,7161.408,s,10,33.3089208984375,3.3308920898437497,0.04644009647401055,3.3158779296875,3.4057510009765624,3.410963024902344,3.415132644042969,"[3.29909423828125, 3.2857919921875, 3.308912353515625, 3.322843505859375, 3.288165771484375, 3.2800791015625, 3.416175048828125, 3.35232861328125, 3.4045927734375, 3.3509375]",tokens/s,18.913851995414024,kWh,3.943378542714149e-05,2.1611898175785507e-05,0.00010438187203589079,0.00016542755563881775,tokens/kWh,380831.3539828245,,s,630,33.30695986175538,0.05286819025675455,0.001489770505642974,0.05309696006774903,0.05461923904418945,0.05487452087402344,0.055805900917053224,"[0.05244211196899414, 0.05132492828369141, 0.05120000076293945, 0.05139148712158203, 0.05123788833618164, 0.05129216003417969, 0.051699710845947267, 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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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0.06675456237792969, 0.06622412872314454, 0.06723993682861328, 0.06634291076660156, 0.06629478454589843]",tokens/s,14.847926844960432,,,True,,,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,14757.04832,10384.572416,0.0,9747.562496,9611.730944,s,1,22.675875,22.675875,0.0,22.675875,22.675875,22.675875,22.675875,[22.675875],,kWh,0.00018694807525904356,0.00010244453468281855,0.00027032382736991156,0.0005597164373117736,,MB,5239.300096,10774.642688,0.0,10112.466944,9989.955584,s,10,1.1780244216918945,0.11780244216918945,0.0015782776311331886,0.11749574279785156,0.11916792602539063,0.12051788482666015,0.12159785186767577,"[0.11641251373291016, 0.11790035247802734, 0.11634134674072266, 0.11622844696044922, 0.11721401977539063, 0.1174837417602539, 0.11820047760009765, 0.11750774383544922, 0.11886793518066406, 0.12186784362792968]",tokens/s,2173.1298204525283,kWh,1.3925323225000992e-06,7.629989793148708e-07,3.8004344128934478e-06,5.955965714708418e-06,tokens/kWh,42982114.44834229,MB,5243.580416,10776.73984,0.0,10114.564096,9989.958144,s,10,71.87238818359376,7.187238818359376,0.017053502212904657,7.188218017578125,7.20677255859375,7.21249248046875,7.21706841796875,"[7.17024853515625, 7.21821240234375, 7.18820751953125, 7.15915234375, 7.188228515625, 7.1915830078125, 7.19899755859375, 7.18424853515625, 7.20550146484375, 7.16800830078125]",tokens/s,8.765535916111515,kWh,8.43613680988882e-05,4.6235651493810045e-05,0.00016510895071450917,0.0002957059703072074,tokens/kWh,213049.46915528836,,s,630,71.87040761566162,0.11408001208835178,0.0013819693086960364,0.11364608001708984,0.11588976821899415,0.11679707984924317,0.11834868995666503,"[0.11339161682128907, 0.11400498962402343, 0.11544780731201172, 0.11546316528320312, 0.11445862579345703, 0.11341516876220703, 0.11343257904052734, 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0.1087610855102539]",tokens/s,9.111528612202946,,,,,,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4034, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 530561 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,2051.03104,1494.745088,0.0,857.735168,829.14304,s,1,8.3215068359375,8.3215068359375,0.0,8.3215068359375,8.3215068359375,8.3215068359375,8.3215068359375,[8.3215068359375],,kWh,1.7264027661142084e-05,9.44263964901875e-06,2.477696426606002e-05,5.1483631576220855e-05,,MB,2103.386112,1788.346368,0.0,1126.170624,1096.742912,s,10,0.8459136962890625,0.08459136962890625,0.0011140633563838246,0.08497159957885742,0.08556284027099609,0.08564199676513672,0.08570532196044922,"[0.08554524993896484, 0.08501471710205079, 0.08463731384277344, 0.08328096008300781, 0.08492848205566406, 0.0852745590209961, 0.08572115325927734, 0.08459059143066407, 0.08507087707519531, 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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4034, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1173, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 192.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 186.50 MiB is free. Process 532366 has 22.00 GiB memory in use. Of the allocated memory 21.68 GiB is allocated by PyTorch, and 29.57 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,1864.62208,3141.009408,0.0,2503.999488,2349.010944,s,1,8.75880859375,8.75880859375,0.0,8.75880859375,8.75880859375,8.75880859375,8.75880859375,[8.75880859375],,kWh,2.2330933607605e-05,1.2220020674954428e-05,2.990641281397366e-05,6.445736709653309e-05,,MB,2113.855488,3556.245504,0.0,2902.458368,2642.300928,s,10,0.8055641021728516,0.08055641021728517,0.0005126183927577305,0.08052740859985352,0.08115036392211915,0.08127734184265137,0.08137892417907715,"[0.08140431976318359, 0.0805296630859375, 0.08096185302734375, 0.07987337493896485, 0.08042880249023437, 0.07998719787597657, 0.08052515411376954, 0.07984464263916016, 0.08112214660644532, 0.08088694763183593]",tokens/s,3177.897318282804,kWh,9.471271190554237e-07,5.189537392730621e-07,5.068121832271899e-06,6.534202690600384e-06,tokens/kWh,39178460.19197759,MB,2141.667328,3556.245504,0.0,2902.458368,2642.303488,s,10,26.483187988281248,2.6483187988281247,0.034002104284018606,2.6440008544921874,2.7010513916015624,2.7090247192382813,2.7154033813476564,"[2.655540771484375, 2.64215234375, 2.644677734375, 2.643323974609375, 2.647070068359375, 2.615329345703125, 2.60861572265625, 2.610200439453125, 2.716998046875, 2.699279541015625]",tokens/s,23.788676811823926,kWh,3.105071913094553e-05,1.701674740878068e-05,5.6632483083732145e-05,0.00010469994962345835,tokens/kWh,601719.487225853,,s,630,26.481329151153574,0.04203385579548185,0.0010186966030910744,0.04197939109802246,0.04317204551696777,0.043631257247924805,0.044627547760009774,"[0.04272025680541992, 0.042044414520263675, 0.041752574920654296, 0.04271718215942383, 0.042705921173095705, 0.042910720825195314, 0.04160102462768555, 0.040834049224853515, 0.04193996810913086, 0.040973312377929685, 0.041406463623046875, 0.04209868621826172, 0.04291993713378906, 0.04333977508544922, 0.041090049743652345, 0.04143001556396484, 0.041046016693115236, 0.04100096130371094, 0.04273971176147461, 0.04284415817260742, 0.04264448165893555, 0.042671104431152344, 0.041973758697509765, 0.040973312377929685, 0.041204734802246096, 0.04373811340332031, 0.042728446960449216, 0.04280319976806641, 0.04280831909179687, 0.042943489074707034, 0.04287590408325195, 0.043447296142578126, 0.04275609588623047, 0.041145343780517575, 0.04107980728149414, 0.04208537673950195, 0.04116275024414062, 0.04453376007080078, 0.044082176208496096, 0.04324761581420898, 0.041985023498535154, 0.042945537567138675, 0.041221118927001955, 0.04129792022705078, 0.04130099105834961, 0.04250419235229492, 0.042447872161865234, 0.04127231979370117, 0.04203724670410156, 0.04251340866088867, 0.04215193557739258, 0.04098252868652344, 0.04133375930786133, 0.042774528503417966, 0.04134707260131836, 0.04098867034912109, 0.04100403213500976, 0.042608638763427735, 0.04108595275878906, 0.04108185577392578, 0.041586688995361325, 0.04402995300292969, 0.04384153747558594, 0.04173929595947266, 0.04114326477050781, 0.0408350715637207, 0.04088115310668945, 0.041457664489746096, 0.04228505706787109, 0.0419420166015625, 0.040509441375732425, 0.041245697021484375, 0.04253593444824219, 0.04212223815917969, 0.04232089614868164, 0.04189184188842773, 0.04377088165283203, 0.042145790100097655, 0.04099379348754883, 0.0412938232421875, 0.04087398529052735, 0.040602622985839845, 0.041186302185058594, 0.042916862487792966, 0.04201779174804687, 0.04168294525146484, 0.04112486267089844, 0.04104806518554688, 0.04091187286376953, 0.04079718399047851, 0.041111553192138675, 0.04095590209960937, 0.041987071990966796, 0.04263935852050781, 0.0419502067565918, 0.041234432220458986, 0.041204734802246096, 0.04542259216308594, 0.04307763290405273, 0.04196147155761719, 0.042126335144042966, 0.042533889770507816, 0.04250316619873047, 0.04107059097290039, 0.04362956619262695, 0.04274176025390625, 0.042829822540283204, 0.04189798355102539, 0.042866687774658206, 0.04269670486450195, 0.04132044982910156, 0.04115763092041016, 0.04098559951782227, 0.040937473297119144, 0.04086579132080078, 0.04122623825073242, 0.041419776916503906, 0.04261171340942383, 0.04032614517211914, 0.041373695373535156, 0.042859519958496094, 0.042820606231689456, 0.04437811279296875, 0.043991039276123044, 0.04329369735717774, 0.04368896102905274, 0.04306124877929687, 0.04291891098022461, 0.04280831909179687, 0.04307558441162109, 0.042858497619628906, 0.04295270538330078, 0.04291481781005859, 0.04285747146606445, 0.04315852737426758, 0.04300902557373047, 0.043041793823242185, 0.04288409423828125, 0.04292403030395508, 0.04294451141357422, 0.04279808044433594, 0.04308582305908203, 0.04283699035644531, 0.04419481658935547, 0.04348211288452149, 0.04285036849975586, 0.04307654571533203, 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0.0729692153930664]",tokens/s,13.986169078669093,,,True,,,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
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4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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0.145431640625]",tokens/s,1735.9742828711378,kWh,1.7183489638589293e-06,9.415227910907014e-07,5.4982370877969755e-06,8.158108842746606e-06,tokens/kWh,31379821.59034446,MB,1988.169728,18072.731648,0.0,17410.555904,17027.260928,s,10,89.64144921875,8.964144921874999,0.08803162327804735,8.9336669921875,9.08757275390625,9.090062255859374,9.092053857421874,"[8.877955078125, 8.872271484375, 8.982169921875, 9.08701953125, 8.9586767578125, 9.0925517578125, 9.0854853515625, 8.8744189453125, 8.9022431640625, 8.9086572265625]",tokens/s,7.027998827446725,kWh,0.00010427572923474877,5.714759023644213e-05,0.00021488660588658902,0.0003763099253577799,tokens/kWh,167415.1962377878,,s,630,89.6392806396484,0.14228457244388643,0.0027924602671489493,0.14215270996093748,0.1456204772949219,0.1459790817260742,0.14772297790527344,"[0.14447206115722655, 0.13958348083496094, 0.13885440063476562, 0.13977395629882813, 0.1403617248535156, 0.13903872680664062, 0.14029823303222655, 0.14148812866210939, 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8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4034, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 528693 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,1324.310528,1335.361536,0.0,698.351616,690.178048,s,1,8.97262109375,8.97262109375,0.0,8.97262109375,8.97262109375,8.97262109375,8.97262109375,[8.97262109375],,kWh,1.3120630056924813e-05,7.171983676718656e-06,1.8002514401982417e-05,3.829512813562589e-05,,MB,1625.079808,1654.12864,0.0,1000.341504,957.77792,s,10,0.5437687377929687,0.054376873779296876,0.0007494860789964568,0.05417780876159668,0.05567676658630371,0.05569273624420166,0.05570551197052002,"[0.05455379104614258, 0.05378057479858398, 0.05388297653198242, 0.05360995101928711, 0.054644832611083986, 0.0556732177734375, 0.053758304595947264, 0.054472640991210936, 0.05570870590209961, 0.053683742523193356]",tokens/s,4707.8837418834455,kWh,6.458507820354298e-07,3.538776962633825e-07,1.9851791837698624e-06,2.984907662068675e-06,tokens/kWh,85764797.10014899,MB,1660.547072,1662.517248,0.0,1008.730112,957.78048,s,10,25.715787109375,2.5715787109375,0.02095594670946306,2.5719631347656247,2.5829025146484375,2.6048814331054686,2.622464567871094,"[2.573732177734375, 2.55230615234375, 2.5557080078125, 2.577103759765625, 2.57300634765625, 2.6268603515625, 2.570919921875, 2.557200927734375, 2.578018310546875, 2.55093115234375]",tokens/s,24.498569587641587,kWh,3.0610929494075356e-05,1.677557488393024e-05,4.778924952463468e-05,9.517575390264026e-05,tokens/kWh,661933.2909560732,,s,630,25.713400833129878,0.04081492195734902,0.0007181994914842331,0.04048895835876465,0.04185712432861328,0.04211563472747803,0.04331685939788819,"[0.041163776397705076, 0.040354816436767575, 0.040476673126220705, 0.040202239990234374, 0.04015411376953125, 0.040084480285644535, 0.040123424530029296, 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0.04037318420410156, 0.040392704010009765, 0.041253887176513675, 0.040828929901123044, 0.04036608123779297, 0.040292350769042966, 0.04035891342163086, 0.04036812973022461, 0.04045107269287109, 0.040460289001464846, 0.04052377700805664, 0.04048793411254883, 0.04050739288330078, 0.04030771255493164, 0.04047359848022461, 0.04053811264038086, 0.04028006362915039, 0.04027801513671875, 0.040275966644287106, 0.040553470611572266, 0.04053811264038086, 0.04023603057861328, 0.040264705657958984, 0.04024627304077148, 0.040268798828125, 0.04031590270996094, 0.04029849624633789, 0.040785919189453124, 0.04028108978271484, 0.04028211212158203, 0.04046233749389649, 0.04049407958984375, 0.040387584686279294, 0.04032614517211914, 0.04026572799682617, 0.04038860702514648, 0.040204288482666016, 0.04258201599121094, 0.042813438415527344, 0.04071833419799804, 0.040444927215576174, 0.04024934387207031, 0.04029644775390625, 0.04082995223999023, 0.04094566345214844, 0.04036710357666016, 0.040257568359375, 0.04019504165649414, 0.04023910522460938, 0.04021350479125976, 0.04027091217041016, 0.040519615173339844, 0.04036608123779297, 0.04025548934936524, 0.04033331298828125, 0.04022272109985352, 0.0402083854675293, 0.04056582260131836, 0.04030764770507812, 0.04106137466430664]",tokens/s,24.500843124114876,,,True,,,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4034, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 526869 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,MB,2035.748864,1494.745088,0.0,857.735168,829.14304,s,1,8.426701171875,8.426701171875,0.0,8.426701171875,8.426701171875,8.426701171875,8.426701171875,[8.426701171875],,kWh,1.8034697503483384e-05,9.838479299506496e-06,2.478335315991842e-05,5.2656529962908294e-05,,MB,2088.845312,1788.346368,0.0,1126.170624,1096.742912,s,10,0.885590576171875,0.08855905761718749,0.0016564516194374117,0.08908655929565429,0.09070329666137694,0.09078193473815918,0.09084484519958497,"[0.09068582153320312, 0.08660559844970703, 0.08962655639648437, 0.08905369567871094, 0.0908605728149414, 0.08601107025146484, 0.08743392181396484, 0.08949673461914062, 0.08911942291259765, 0.08669718170166016]",tokens/s,2890.7263343587756,kWh,1.0314987592450941e-06,5.651825731955723e-07,1.6675013340002828e-06,3.264182666440949e-06,tokens/kWh,78426983.46263987,MB,2104.143872,1811.41504,0.0,1149.239296,1096.745472,s,10,54.871,5.4871,0.060256761688601584,5.4758371582031256,5.54555732421875,5.5855110839843745,5.617474091796875,"[5.50921875, 5.47004248046875, 5.48112890625, 5.47128759765625, 5.476080078125, 5.4468916015625, 5.62546484375, 5.47559423828125, 5.37861279296875, 5.5366787109375]",tokens/s,11.48147473164331,kWh,6.434679563270205e-05,3.5265798687645394e-05,9.627127146140258e-05,0.00019588386578175003,tokens/kWh,321619.1376894377,,s,630,54.867876907348666,0.08709186810690259,0.0017717781324701292,0.08740249633789063,0.08950210342407226,0.08974622650146484,0.09030742088317871,"[0.0880865249633789, 0.08815513610839844, 0.08807526397705077, 0.08792166137695312, 0.08910745239257813, 0.08838246154785157, 0.08828518676757813, 0.08787149047851563, 0.08824524688720703, 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0.08978227233886718, 0.08931327819824218, 0.08962457275390626, 0.08921702575683593, 0.08957337951660156, 0.08989491271972656, 0.08970547485351563, 0.09030451202392578, 0.09030860900878906, 0.08937062072753907, 0.08949555206298829, 0.090029052734375, 0.08966860961914062, 0.0894945297241211, 0.08960205078125, 0.09074483489990234, 0.09002803039550782, 0.08947200012207031, 0.08973721313476563, 0.08586854553222656, 0.085212158203125, 0.08477900695800782, 0.08506880187988282, 0.08491827392578125, 0.08511795043945312, 0.08461209869384766, 0.08509542083740235, 0.08552550506591797, 0.08502272033691406, 0.08514252471923828, 0.08468377685546875, 0.08491315460205077, 0.08500019073486328, 0.08471961975097657, 0.08474214172363281, 0.08503091430664063, 0.0867061767578125, 0.08823193359375, 0.08751923370361328, 0.08509337615966797, 0.08732774353027344, 0.08615219116210937, 0.08546713256835937, 0.08535346984863282, 0.08478514862060547, 0.08509951782226563, 0.08517324829101562, 0.08508723449707031, 0.08743321228027344, 0.08917298889160157, 0.08899072265625, 0.08798207855224609, 0.08542822265625, 0.08488960266113281, 0.08450867462158203, 0.08521011352539062, 0.0853903350830078, 0.08565145874023437, 0.08475238037109376, 0.08666111755371093, 0.08819097900390625, 0.08806912231445313, 0.08816847991943359, 0.08798204803466797, 0.08799641418457031, 0.08784998321533204, 0.08783769226074219, 0.0878766098022461, 0.08504524993896484, 0.0848179168701172, 0.08503705596923829, 0.08530738830566406, 0.08696524810791016, 0.08543129730224609, 0.0850145263671875, 0.08498483276367187, 0.08671539306640624, 0.08669593811035156, 0.0850708465576172, 0.08486297607421875, 0.08462438201904297, 0.08538009643554688, 0.08518553924560547, 0.08545894622802734, 0.08482508850097656, 0.08545894622802734, 0.08542924499511718, 0.08495104217529297, 0.08508108520507812, 0.08457011413574218, 0.08752742767333985, 0.08679424285888672, 0.08526335906982421, 0.08504217529296874, 0.08537395477294922, 0.08569651031494141, 0.08624845123291015, 0.0862894058227539, 0.08519884490966798, 0.08517836761474609, 0.08491212463378907, 0.08444927978515625, 0.08507289886474609, 0.08532889556884765, 0.0849100799560547, 0.08513638305664062, 0.08481996917724609, 0.08501145935058593, 0.08464486694335938, 0.08554905700683593, 0.08520703887939453, 0.08479232025146484, 0.08459059143066407, 0.0848875503540039, 0.08494898986816406, 0.08488960266113281, 0.08461106872558594, 0.08457933044433594, 0.08530636596679687, 0.08530329895019531, 0.08572518157958985, 0.08498995208740234, 0.08533299255371093, 0.0890931167602539, 0.08703897857666015, 0.08467865753173828, 0.08456396484375, 0.085501953125, 0.08543129730224609, 0.08597299194335938, 0.08555110168457031, 0.08525004577636719, 0.08500326538085938, 0.08474111938476563, 0.08525619506835938, 0.08524492645263672, 0.08490496063232422, 0.08488038635253906, 0.0851630096435547, 0.08482099151611328, 0.08459264373779297, 0.08657408142089844, 0.08771071624755859, 0.08652902221679687, 0.08526028442382813, 0.08475238037109376, 0.0851968002319336, 0.08480870056152344, 0.08530738830566406, 0.08452915191650391, 0.0851230697631836, 0.08695603179931641, 0.08898252868652344, 0.08690073394775391, 0.08671231842041016, 0.08832819366455077, 0.08574156951904296, 0.08558080291748046, 0.08933888244628906, 0.08928768157958984, 0.08903884887695312, 0.0891146240234375, 0.0895129623413086, 0.08965017700195313, 0.09108070373535156, 0.08969420623779296, 0.08934400177001953, 0.08914431762695313, 0.08935321807861328, 0.08941567993164062, 0.08956723022460937, 0.09061888122558594, 0.08987033843994141, 0.0900157470703125, 0.08984371185302735, 0.09000243377685548, 0.09007820892333984, 0.0890931167602539, 0.0890982437133789, 0.08930303955078125, 0.0889692153930664, 0.08930303955078125, 0.08932864379882813, 0.08919245147705078, 0.08934809875488281, 0.08929792022705078, 0.08913510131835937, 0.08957030487060547, 0.08913715362548828, 0.08912691497802734, 0.08893644714355468, 0.08905113220214844, 0.09006285095214844, 0.08959999847412109]",tokens/s,11.482128259925839,,,,,,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4034, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1173, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 192.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 186.50 MiB is free. Process 534178 has 22.00 GiB memory in use. Of the allocated memory 21.68 GiB is allocated by PyTorch, and 29.57 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4034, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1173, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 192.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 186.50 MiB is free. Process 536055 has 22.00 GiB memory in use. Of the allocated memory 21.68 GiB is allocated by PyTorch, and 29.57 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
8bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 551, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 502, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 327, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 182, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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0.0704052505493164]",tokens/s,3632.452777449855,kWh,8.32706575327824e-07,4.562441691274133e-07,4.959955063422712e-06,6.248905807877949e-06,tokens/kWh,40967172.15312523,MB,2159.120384,3556.245504,0.0,2902.458368,2642.303488,s,10,26.23228173828125,2.6232281738281253,0.0266928460645345,2.6295501708984377,2.6511457519531247,2.6517598876953126,2.6522511962890625,"[2.6523740234375, 2.643106689453125, 2.574974365234375, 2.59039501953125, 2.63759423828125, 2.618749755859375, 2.621506103515625, 2.65100927734375, 2.648353271484375, 2.594218994140625]",tokens/s,24.016210495354255,kWh,3.089937287696343e-05,1.693379690612118e-05,5.6804177681178974e-05,0.00010463734746426356,tokens/kWh,602079.4823905124,,s,630,26.23047991180419,0.0416356823996892,0.0009390501767695936,0.04123494529724121,0.0427367431640625,0.04303513622283935,0.04394456146240235,"[0.04315955352783203, 0.04251340866088867, 0.04281139373779297, 0.04250419235229492, 0.04290150451660156, 0.04273766326904297, 0.04093337631225586, 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8bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,0.12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
4bit-bnb-eager,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cuda,0,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA 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0.07068876647949218, 0.06991667175292969, 0.07204147338867188, 0.07209369659423828, 0.06851789093017578, 0.06846566772460938, 0.06820454406738281, 0.06832640075683594, 0.06863565063476562, 0.06844313812255859, 0.06815436553955079, 0.07175782775878906, 0.06896742248535156, 0.06854348754882812, 0.06978867340087891, 0.07380992126464844, 0.07206192016601562, 0.07261593627929687, 0.06950093078613281, 0.06885785675048828, 0.06848512268066406, 0.06938111877441407, 0.0690851821899414, 0.06867353820800781, 0.06855577850341797, 0.06876876831054687, 0.06873804473876953, 0.06850355529785156, 0.0685107192993164, 0.06887423706054688, 0.06860594940185546, 0.07008051300048829, 0.06925721740722657, 0.06870732879638672, 0.06865100860595703, 0.06852505493164063, 0.06924185943603516, 0.0687083511352539, 0.07091200256347656, 0.07038668823242188, 0.07193702697753906, 0.07192781066894531, 0.07194214630126954, 0.07215718078613281, 0.07242854309082031, 0.07287091064453124, 0.07317708587646485, 0.069032958984375, 0.06906674957275391, 0.07209574127197266, 0.0691404800415039, 0.06952243041992187, 0.06854962921142578, 0.06844825744628906, 0.0684400634765625, 0.068495361328125, 0.0685107192993164, 0.06842060852050781, 0.06857830047607422, 0.06912204742431641, 0.07246131134033203, 0.07263231658935547, 0.07200153350830078, 0.072163330078125, 0.0686028823852539, 0.06918860626220703, 0.06930738830566406, 0.06869503784179687, 0.06866022491455079, 0.06853529357910157, 0.06853836822509765, 0.06884454345703125, 0.07228211212158203, 0.07213056182861328, 0.0726118392944336, 0.07361638641357422, 0.06899507141113281, 0.06849228668212891, 0.06866329956054687, 0.06977433776855468, 0.06908211517333984, 0.06937395477294922, 0.06892953491210937, 0.06857215881347656, 0.0684400634765625, 0.06981734466552734, 0.06896025848388672, 0.06925926208496094, 0.0687267837524414, 0.06870425415039062, 0.06887731170654297, 0.06858956909179688, 0.06873907470703125, 0.06903807830810547, 0.06953778839111328, 0.06902067565917969, 0.06932685089111328, 0.07127347564697266, 0.07223705291748046, 0.06868070220947266, 0.06835404968261719, 0.06864281463623047, 0.06850662231445312, 0.06850867462158203, 0.06844108581542968, 0.06862950134277344, 0.06852095794677734, 0.06894284820556641, 0.07325183868408203, 0.07307059478759766, 0.07531212615966797, 0.0727715835571289, 0.07256781005859375, 0.07177728271484375, 0.07194214630126954, 0.07191859436035156, 0.07137177276611328, 0.07217971038818359, 0.0718551025390625, 0.07217151641845704, 0.07221043395996093, 0.07384063720703125, 0.07576780700683594, 0.07399116516113281, 0.07240704345703125, 0.07200665283203125, 0.07202713775634766, 0.0719482879638672, 0.0731514892578125, 0.06888140869140626, 0.06872882843017578, 0.068600830078125, 0.0683468780517578, 0.06855782318115235, 0.06849638366699219, 0.06865817260742188, 0.06849945831298829, 0.07298560333251954, 0.07204863739013671, 0.06988492584228516, 0.0718551025390625, 0.07343103790283204]",tokens/s,14.215769064486409,,,True,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,.,.,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: . does not appear to have a file named config.json. Checkout 'https://huggingface.co/./tree/None' for available files.

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,a,a,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/a/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947936-4a6ca91f3e5a5cdc7b480f76;cd4d799f-b116-4707-9fbd-2b07605c1abe)

Repository Not Found for url: https://huggingface.co/a/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: a is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 648.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 468.50 MiB is free. Process 104891 has 21.72 GiB memory in use. Of the allocated memory 20.84 GiB is allocated by PyTorch, and 611.26 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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0.05363916778564453, 0.05327667236328125, 0.05319782257080078, 0.05336883163452148, 0.053085182189941404, 0.053169151306152344, 0.05082009506225586, 0.0508221435546875, 0.05100032043457031, 0.052311038970947264, 0.05329100799560547, 0.053200897216796876, 0.053250049591064455, 0.05313536071777344, 0.05324492645263672, 0.05377433776855469, 0.0533125114440918]",tokens/s,18.532529310017217,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,1,1,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/1/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947b5b-66bd7d1d13b15fb3729efc40;b575a45d-885c-424c-ab61-dc09057d8457)

Repository Not Found for url: https://huggingface.co/1/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 1 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: FalconForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpu7_a5l98/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1299.275776,5344.067584,0.0,4697.62048,4421.881856,s,10,3.148715423583984,0.3148715423583984,0.00015483190874351533,0.3148154449462891,0.31502746276855464,0.31514527740478515,0.3152395291137695,"[0.3152630920410156, 0.31500128173828124, 0.3147059631347656, 0.3148317260742188, 0.314738525390625, 0.3148551025390625, 0.3147991638183594, 0.31493826293945315, 0.3147895812988281, 0.314792724609375]",tokens/s,813.0299679753572,kWh,3.7244448283066355e-06,2.0401034156520836e-06,2.320742307981242e-05,2.8971971323771138e-05,tokens/kWh,8836126.376735546,MB,1299.275776,5344.067584,0.0,4697.62048,4421.884416,s,10,40.54523950195313,4.054523950195312,0.027693388535198846,4.0451318359375,4.083872973632813,4.1006872192382815,4.1141386157226565,"[4.04261376953125, 4.039498046875, 4.066458251953125, 4.11750146484375, 4.080136474609375, 4.067796875, 4.0202783203125, 4.024772705078125, 4.03853369140625, 4.04764990234375]",tokens/s,15.538199002860791,kWh,4.759143650014367e-05,2.6083928206430755e-05,0.00011771005076518845,0.0001913854154717629,tokens/kWh,329178.68817070365,,s,629,43.31426308059695,0.06886210346676777,0.03743321803459729,0.06375116729736328,0.06648507843017577,0.06692986755371094,0.37892532592773437,"[0.06407577514648438, 0.06449772644042968, 0.06659065246582031, 0.06725017547607422, 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0.06464717102050781, 0.06353510284423829, 0.06440243530273437, 0.06406861114501954, 0.06363033676147462, 0.06434611511230469, 0.06602464294433594, 0.06363129425048829, 0.06474227142333984, 0.06372659301757813, 0.06404316711425781, 0.06398755264282227, 0.06372556686401368, 0.06405836486816406, 0.0646329574584961, 0.06543756866455078, 0.06328217697143555, 0.06460108947753906, 0.06540902709960937, 0.06351871871948242, 0.06476493072509766, 0.06541824340820312, 0.06530867004394532, 0.06430924987792969, 0.06363238525390626, 0.064468994140625, 0.06470655822753907, 0.0643276824951172, 0.06407392120361328, 0.06348780822753906, 0.06441267395019531, 0.06511411285400391, 0.06395404815673827, 0.06363123321533203, 0.06350438308715821, 0.06353011322021485, 0.06364147186279297, 0.0634890251159668, 0.06514585876464844, 0.06352486419677734, 0.06355865478515625, 0.06480998229980468, 0.06494105529785156, 0.06368460845947266, 0.06359449768066407, 0.06361497497558594, 0.06352179336547852, 0.06367846298217773, 0.06380441665649414, 0.06391603088378907, 0.06535782623291016]",tokens/s,14.521775398316013,,,True,,True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: FalconForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpsjghc7r5/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,8,8,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/8/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479ad-5448912f1bf5032377a25a28;993d4a80-42ab-4737-ae7c-b5d474962d90)

Repository Not Found for url: https://huggingface.co/8/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 8 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.08598016357421875, 0.08568627166748047, 0.0809349136352539]",tokens/s,10.453396860334614,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,i,i,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/i/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694788e-606686c26cc13fd95922f4a1;08471bfd-8a23-48e2-8869-900fdcf03f46)

Repository Not Found for url: https://huggingface.co/i/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: i is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Deci/DeciLM-7B,Deci/DeciLM-7B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1364.791296,5373.427712,0.0,4726.980608,4557.524992,s,10,3.266901763916016,0.3266901763916016,0.00035700874399842913,0.32655139160156255,0.326882080078125,0.3273087615966797,0.32765010681152346,"[0.3277354431152344, 0.32678726196289065, 0.32648745727539064, 0.32653643798828125, 0.3266129455566406, 0.32657550048828127, 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0.04512255859375, 0.04602470397949219, 0.04488806533813477, 0.04481024169921875, 0.04497817611694336, 0.04517068862915039, 0.04468633651733398, 0.04326297760009765, 0.04456243133544922, 0.04320153427124023, 0.04357222366333008, 0.04480614471435547, 0.044606464385986325, 0.04489625549316406]",tokens/s,21.313681683522077,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: RecurrentGemmaForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpthh0omfq/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1328.242688,5209.849856,0.0,4563.402752,4430.53312,s,10,2.919006286621094,0.2919006286621094,0.0037344485848949944,0.29068487548828126,0.2920796691894531,0.2975878845214843,0.30199445678710934,"[0.3030960998535156, 0.2908556213378906, 0.29083609008789063, 0.2904739074707031, 0.2907510070800781, 0.2905781860351562, 0.290694091796875, 0.29066091918945314, 0.2906756591796875, 0.2903847045898437]",tokens/s,877.01078676447,kWh,3.438426246718755e-06,1.8841001696429365e-06,2.087602463731424e-05,2.6198551053675935e-05,tokens/kWh,9771532.764369443,MB,1328.242688,5209.849856,0.0,4563.402752,4430.53568,s,10,43.886061523437505,4.38860615234375,0.06559374032757005,4.401169189453125,4.449119677734375,4.463529565429687,4.475057475585937,"[4.44591748046875, 4.477939453125, 4.42811865234375, 4.37317626953125, 4.39225048828125, 4.236134765625, 4.42029443359375, 4.38583349609375, 4.410087890625, 4.31630859375]",tokens/s,14.35535516586619,kWh,5.0337514572200316e-05,2.7588264754979588e-05,0.00011322844375728682,0.00019115422308446672,tokens/kWh,329576.8149059502,,s,629,46.430538772583056,0.07381643684035454,0.03447553802110387,0.07069798278808594,0.07121879119873048,0.07157842102050781,0.35834036865234375,"[0.07527731323242187, 0.07279824066162109, 0.073934814453125, 0.07134207916259766, 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0.1444822998046875]",tokens/s,6.039029733979486,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,0,0,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/0/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947b03-2253cbd9160ee23b65204873;c0216e1c-1ecc-4bcd-b960-2f9217c56eec)

Repository Not Found for url: https://huggingface.co/0/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 0 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.019578880310058593, 0.019904512405395508, 0.020220928192138672, 0.020287488937377928, 0.02027622413635254, 0.020221952438354493, 0.02025369644165039, 0.02005401611328125, 0.019628032684326172, 0.01961881637573242, 0.019614719390869142, 0.019570688247680663, 0.019312639236450196, 0.04472934341430664, 0.019664896011352538, 0.01964236831665039, 0.01965670394897461, 0.019377151489257814, 0.01932089614868164, 0.019284927368164062, 0.019911680221557617, 0.02021683120727539, 0.02047488021850586, 0.020320255279541014, 0.02029465675354004, 0.020279296875, 0.020288511276245116, 0.020295679092407228, 0.020330495834350586, 0.020297727584838866, 0.02029363250732422, 0.02024345588684082, 0.020254720687866212, 0.02028441619873047, 0.02035916709899902, 0.020237312316894532, 0.020249599456787108, 0.020215808868408205, 0.020279296875, 0.020327423095703127, 0.02020351982116699, 0.020247552871704103, 0.020242431640625, 0.020298751831054687, 0.02024860763549805, 0.020281312942504882, 0.02006425666809082, 0.019902463912963866, 0.02025574493408203, 0.020305919647216796, 0.02023321533203125, 0.02024448013305664, 0.020215808868408205, 0.019712032318115233, 0.0193023681640625, 0.019290111541748048, 0.019586048126220702, 0.019730432510375977, 0.020102144241333008, 0.02084351921081543, 0.020533248901367186, 0.020299776077270508, 0.02033459281921387, 0.02025369644165039, 0.02022400093078613, 0.020136991500854493, 0.020186080932617187, 0.02027724838256836, 0.019534847259521485, 0.019543039321899415, 0.019517440795898438, 0.019517440795898438, 0.019614719390869142, 0.01962598419189453, 0.019558399200439454, 0.019526655197143555]",tokens/s,48.96306527036019,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,2,2,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/2/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a3e-55ad6f7c1f5da07e7a757378;47313390-cb33-4ece-bcb3-90acb1ae4cd7)

Repository Not Found for url: https://huggingface.co/2/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 2 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: XGLMForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpvla98xqa/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,huggyllama/llama-7b,huggyllama/llama-7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1282.756608,5310.513152,0.0,4664.066048,4388.327424,s,10,3.1501000976562503,0.31501000976562504,0.0002111273013197541,0.31496279907226565,0.3151007904052734,0.31536236114501953,0.3155716177368164,"[0.3156239318847656, 0.31489239501953126, 0.31488836669921877, 0.31504266357421873, 0.31499093627929686, 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0.06642073822021484, 0.06666854095458985, 0.06620159912109375, 0.06357606506347656, 0.06406451416015625, 0.06420889282226562]",tokens/s,14.218680690595367,,,True,,True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 422.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 84.50 MiB is free. Process 156761 has 22.10 GiB memory in use. Of the allocated memory 21.67 GiB is allocated by PyTorch, and 150.02 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694717a-5f0ddd48672625111796d17d;4d7696aa-c63e-4eb5-a842-a180c3494230)

Repository Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: google/recurrentgemma-7b is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 28.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 8.50 MiB is free. Process 139138 has 22.17 GiB memory in use. Of the allocated memory 21.70 GiB is allocated by PyTorch, and 188.15 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,t,t,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/t/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669478e3-39ef691849f8d8e54b62399d;f915a62b-2def-4c87-9c78-80e6f02f868d)

Repository Not Found for url: https://huggingface.co/t/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: t is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
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4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,x,x,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/x/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479d5-0d3eb87c29fa7b73008e3226;ecd6e2eb-326b-4423-a379-fbe66b48a141)

Repository Not Found for url: https://huggingface.co/x/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: x is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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0.05290393447875977, 0.05300940704345703, 0.05290291213989258, 0.052890625, 0.05295308685302735, 0.05288857650756836, 0.052893695831298826, 0.05285580825805664, 0.052956161499023435, 0.05298483276367188, 0.05299609756469727, 0.053185535430908204, 0.05307392120361328, 0.05291212844848633, 0.052980735778808595, 0.05292134475708008]",tokens/s,16.57987332527922,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: XGLMForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmp700gw3ca/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: XGLMForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpskl1f360/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-14B,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1904.545792,12191.268864,0.0,11544.82176,11094.616064,s,10,5.951787048339844,0.5951787048339844,0.0008247843507711643,0.5948472595214844,0.5955328552246094,0.5965686737060547,0.597397328491211,"[0.5976044921875, 0.5947156372070312, 0.5948265991210937, 0.5948209838867188, 0.594867919921875, 0.594800537109375, 0.5953026733398438, 0.5950855712890625, 0.5949566650390625, 0.5948059692382812]",tokens/s,430.1229158919708,kWh,7.037113110224407e-06,3.856025062112381e-06,4.465599977705981e-05,5.55491379493966e-05,tokens/kWh,4608532.363422226,MB,1904.545792,12191.268864,0.0,11544.82176,11094.618624,s,10,52.42773193359375,5.242773193359374,0.025092214264437588,5.233197998046875,5.281124707031251,5.2899498046875,5.2970098828125,"[5.242166015625, 5.27916357421875, 5.29877490234375, 5.2258125, 5.23760009765625, 5.2223388671875, 5.2287958984375, 5.22504931640625, 5.2191748046875, 5.24885595703125]",tokens/s,12.016541184691595,kWh,6.156726264291339e-05,3.374356451043401e-05,0.0001802522357049422,0.0002755630628582896,tokens/kWh,228622.80360266656,,s,629,57.69072657012943,0.09171816624821844,0.07077202587108282,0.08262860870361328,0.08593878173828125,0.08637337646484375,0.6783498144531249,"[0.08663859558105469, 0.082302978515625, 0.08218316650390625, 0.08228864288330077, 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0.08232857513427734, 0.08286822509765625, 0.08228256225585938]",tokens/s,10.902965474622366,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 112.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 60.50 MiB is free. Process 127989 has 22.12 GiB memory in use. Of the allocated memory 21.76 GiB is allocated by PyTorch, and 75.40 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 112.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 64.50 MiB is free. Process 133608 has 22.12 GiB memory in use. Of the allocated memory 21.76 GiB is allocated by PyTorch, and 70.51 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,r,r,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/r/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694790e-790357660491c9a20e8151df;ed4c521a-0776-4bb3-b9f2-03a82eaec8a3)

Repository Not Found for url: https://huggingface.co/r/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: r is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1335.754752,6128.402432,0.0,5481.955328,5137.051648,s,10,3.075138793945312,0.30751387939453123,0.00013053800977401474,0.307501953125,0.3076608825683594,0.30766456298828126,0.30766750732421877,"[0.3076408996582031, 0.307306884765625, 0.30766824340820315, 0.3075635986328125, 0.3074369506835937, 0.30766006469726564, 0.3074403076171875, 0.3076453857421875, 0.30743035888671877, 0.30734609985351563]",tokens/s,832.4827500600699,kWh,3.6422310553817236e-06,1.9957821306888942e-06,2.341774600690977e-05,2.905575919298039e-05,tokens/kWh,8810645.707094355,MB,1335.754752,6128.402432,0.0,5481.955328,5137.054208,s,10,29.586807373046874,2.9586807373046873,0.01175367859419304,2.959465576171875,2.968415283203125,2.9726263427734376,2.9759951904296877,"[2.967278564453125, 2.93190625, 2.947039306640625, 2.9565166015625, 2.958480224609375, 2.97683740234375, 2.9674794921875, 2.956270751953125, 2.9645478515625, 2.960450927734375]",tokens/s,21.293274129128253,kWh,3.589793831611723e-05,1.96741102897613e-05,9.689665580008816e-05,0.00015246870440596667,tokens/kWh,413199.54967450077,,s,629,32.306646041870124,0.05136191739565996,0.036599848066835625,0.04681318283081055,0.04802703323364258,0.04847410659790039,0.3546363916015625,"[0.048706623077392576, 0.047596481323242186, 0.04621414566040039, 0.04605238342285156, 0.04649878311157227, 0.049159168243408206, 0.04932304000854492, 0.047951839447021485, 0.04752896118164063, 0.04836966323852539, 0.04637696075439453, 0.045797374725341795, 0.045999103546142575, 0.046033920288085936, 0.046091262817382815, 0.04677119827270508, 0.046840831756591796, 0.046794750213623046, 0.04682035064697266, 0.04776345443725586, 0.046102527618408204, 0.04615679931640625, 0.04683059310913086, 0.046755840301513675, 0.046814208984375, 0.046811134338378906, 0.04693299102783203, 0.04839731216430664, 0.046769153594970705, 0.04641689682006836, 0.045879295349121094, 0.046077953338623044, 0.0460134391784668, 0.04619571304321289, 0.04801228713989258, 0.04883865737915039, 0.04700467300415039, 0.04729241561889649, 0.046663681030273435, 0.04594483184814453, 0.04702822494506836, 0.048323585510253904, 0.04726067352294922, 0.04843833541870117, 0.048575424194335935, 0.04838092803955078, 0.0485478401184082, 0.04698316955566406, 0.047761409759521485, 0.04844035339355469, 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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 64657 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,internlm/internlm-20b,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1405.046784,14059.831296,0.0,13413.384192,13095.948288,s,10,8.750773193359375,0.8750773193359376,0.00015521585080376847,0.8750860900878906,0.8752410400390624,0.8752575744628907,0.8752708020019532,"[0.87517578125, 0.8749837646484375, 0.8747083129882812, 0.8751841430664062, 0.8750530395507813, 0.8751105346679687, 0.8750616455078125, 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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 192.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 186.50 MiB is free. Process 70014 has 22.00 GiB memory in use. Of the allocated memory 21.68 GiB is allocated by PyTorch, and 29.57 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: CodeGenForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpxztgodqz/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,m,m,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/m/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694767e-4a67c0ab4b2c25aa252264ed;66cfcb43-a510-4f43-bc7e-bc72f1ab8854)

Repository Not Found for url: https://huggingface.co/m/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: m is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,openai-community/gpt2-large,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1220.096,1512.57088,0.0,866.123776,684.093952,s,10,0.5629449577331543,0.05629449577331543,0.0017177372186235062,0.05623075294494629,0.05849630393981933,0.05886098308563232,0.05915272640228272,"[0.05922566223144531, 0.054315200805664064, 0.0574474868774414, 0.05446345520019531, 0.057547649383544924, 0.05613385772705078, 0.0563276481628418, 0.054643230438232424, 0.05442550277709961, 0.05841526412963867]",tokens/s,4547.513864070321,kWh,6.452039559034334e-07,3.5354334774302e-07,2.9511451749241457e-06,3.949892478570599e-06,tokens/kWh,64811890.8018079,MB,1220.407296,1512.57088,0.0,866.123776,705.603584,s,10,29.762281005859375,2.9762281005859372,0.04992073952412436,2.9814332275390623,3.0347574951171876,3.035101037597656,3.035375871582031,"[3.011482421875, 2.99045166015625, 3.035444580078125, 3.03468115234375, 3.031324462890625, 2.92403466796875, 2.9301357421875, 2.889359375, 2.972414794921875, 2.9429521484375]",tokens/s,21.167732401826672,kWh,3.403394311540513e-05,1.8652037969653694e-05,5.575840179268163e-05,0.00010844438287774047,tokens/kWh,580942.9527670955,,s,629,30.21805775833128,0.0480414272787461,0.006823378427281692,0.047887359619140625,0.048361882781982425,0.0486379524230957,0.10092469543457032,"[0.0469749755859375, 0.050993152618408207, 0.048097278594970705, 0.047351806640625, 0.04710406494140625, 0.047215553283691404, 0.04729548645019531, 0.04732723236083984, 0.04646092987060547, 0.053443584442138675, 0.04911001586914063, 0.04860313415527344, 0.04812902450561524, 0.04849868774414062, 0.048363521575927736, 0.048282623291015625, 0.04838092803955078, 0.048198654174804685, 0.04812595367431641, 0.04833484649658203, 0.04818841552734375, 0.04805222320556641, 0.048077823638916016, 0.048056320190429686, 0.0480450553894043, 0.047113216400146485, 0.04813312149047851, 0.048271358489990236, 0.04800831985473633, 0.048277374267578124, 0.0483061752319336, 0.04817919921875, 0.0480819206237793, 0.048123905181884766, 0.04840140914916992, 0.048080894470214845, 0.048132095336914066, 0.048156673431396485, 0.048132095336914066, 0.048044097900390624, 0.04828153610229492, 0.04824063873291016, 0.04812902450561524, 0.048113662719726565, 0.04811673736572265, 0.04825190353393555, 0.04863180923461914, 0.048059391021728515, 0.04826521682739258, 0.0480819206237793, 0.04813926315307617, 0.04821913528442383, 0.04556902313232422, 0.04565510559082031, 0.04562220764160156, 0.04580044937133789, 0.04571852874755859, 0.04568371200561523, 0.04555263900756836, 0.04555673599243164, 0.0456888313293457, 0.045646846771240236, 0.10050355529785156, 0.045591552734375, 0.04552703857421875, 0.045625343322753906, 0.045628414154052735, 0.04558438491821289, 0.045574142456054685, 0.04552294540405273, 0.04546870422363281, 0.0455689926147461, 0.04565094375610351, 0.045553665161132816, 0.04556185531616211, 0.04562124633789062, 0.04743065643310547, 0.047309825897216794, 0.04784128189086914, 0.048024574279785154, 0.047500286102294925, 0.047851520538330077, 0.047915008544921874, 0.0478105583190918, 0.04787200164794922, 0.04811161422729492, 0.047836158752441404, 0.04795391845703125, 0.04817407989501953, 0.04805017471313477, 0.048146430969238284, 0.047674369812011716, 0.04786483383178711, 0.04797542572021484, 0.048072704315185545, 0.047780864715576174, 0.048069633483886716, 0.04754227066040039, 0.04744704055786133, 0.04807372665405273, 0.0481341438293457, 0.0481341438293457, 0.04799488067626953, 0.047874046325683595, 0.04793753433227539, 0.04845772933959961, 0.04810444641113281, 0.047938560485839846, 0.04835123062133789, 0.04804508972167969, 0.04795286560058594, 0.05005311965942383, 0.04846080017089844, 0.04784537506103516, 0.048024574279785154, 0.04799590301513672, 0.047908863067626956, 0.04817919921875, 0.048036865234375, 0.04791603088378906, 0.04807884979248047, 0.04811775970458984, 0.04798463821411133, 0.047952896118164064, 0.04799897766113281, 0.10630655670166016, 0.048228351593017575, 0.048077823638916016, 0.04806553649902344, 0.04811264038085938, 0.048500736236572264, 0.04811775970458984, 0.04782796859741211, 0.04771942520141602, 0.0481710090637207, 0.04820479965209961, 0.048249855041503906, 0.04826214218139648, 0.048121856689453124, 0.04833484649658203, 0.04844646453857422, 0.0482979850769043, 0.04799692916870117, 0.04826521682739258, 0.04900352096557617, 0.04847411346435547, 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0.045570049285888675, 0.04554342269897461, 0.04536220932006836, 0.045305824279785155, 0.04545945739746094, 0.049555454254150394, 0.04864409637451172, 0.04822323226928711, 0.04827852630615234, 0.04812905502319336, 0.04815971374511719, 0.048100353240966794, 0.048884735107421876, 0.048295936584472655, 0.04563558578491211]",tokens/s,20.81536824869497,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 344.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 304.50 MiB is free. Process 122640 has 21.88 GiB memory in use. Of the allocated memory 21.41 GiB is allocated by PyTorch, and 192.05 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,l,l,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/l/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947960-6b85535c17b24b49239cfdb9;dd9607cf-44ab-4b21-931e-4e62a84dd139)

Repository Not Found for url: https://huggingface.co/l/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: l is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,B,B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/B/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a6b-15485aed4855a6f512bc9702;49902b36-e91d-47b0-ae13-c092c24fb0ce)

Repository Not Found for url: https://huggingface.co/B/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: B is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,huggyllama/llama-30b,huggyllama/llama-30b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1273.946112,20246.429696,0.0,19599.982592,18883.392512,s,10,14.6378681640625,1.46378681640625,0.001087062239781582,1.463315368652344,1.4648384277343751,1.4656818481445313,1.4663565844726563,"[1.4665252685546875, 1.4646510009765625, 1.4644306640625, 1.4627777099609376, 1.4627763671875, 1.4631669921875, 1.4632708740234375, 1.4633291015625, 1.4633016357421875, 1.4636385498046875]",tokens/s,174.888854805037,kWh,1.7320426785283617e-05,9.491524585046136e-06,0.00011502039757179949,0.00014183234894212925,tokens/kWh,1804947.8973548813,MB,1273.946112,20246.429696,0.0,19599.982592,18883.395072,s,10,75.88063916015625,7.588063916015626,0.031310258324039275,7.60460986328125,7.61968662109375,7.619827685546875,7.619940537109375,"[7.60544384765625, 7.60377587890625, 7.61749951171875, 7.56391552734375, 7.53525244140625, 7.5436015625, 7.56326513671875, 7.61996875, 7.6196552734375, 7.60826123046875]",tokens/s,8.302513091255078,kWh,8.93994939989514e-05,4.8998830563305084e-05,0.0003524640041932009,0.0004908623287554573,tokens/kWh,128345.55904856567,,s,629,88.927628326416,0.14137937730749767,0.17399910140864977,0.1199307861328125,0.12290395965576172,0.12360478973388672,1.583920283203125,"[0.11990528106689453, 0.12170751953125, 0.11988992309570312, 0.12085350036621094, 0.12195635223388672, 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0.06672589111328125, 0.06714470672607421, 0.06676480102539062, 0.06726246643066407]",tokens/s,13.822615668783483,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,M,M,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/M/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947861-2a5bcd2e47c5848b39caea3b;c5868568-f731-4ec3-8256-350c05611d98)

Repository Not Found for url: https://huggingface.co/M/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: M is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-base-alpha-3b,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1314.295808,4303.880192,0.0,3657.433088,3391.746048,s,10,1.5375694885253908,0.15375694885253907,0.00033490258945939795,0.15362874603271484,0.15389360809326172,0.1543203239440918,0.15466169662475587,"[0.15474703979492188, 0.15362661743164063, 0.1537987823486328, 0.15362339782714843, 0.15366201782226563, 0.15367820739746094, 0.15363087463378905, 0.15361289978027343, 0.15360748291015625, 0.15358216857910156]",tokens/s,1664.965400981762,kWh,1.821605710901766e-06,9.981459751473338e-07,1.1626949472491706e-05,1.4446701158540805e-05,tokens/kWh,17720308.407477114,MB,1314.295808,4303.880192,0.0,3657.433088,3391.748608,s,10,15.392209716796874,1.5392209716796876,0.011123295932999037,1.5347282104492188,1.5521258666992188,1.5598910583496093,1.5661032116699218,"[1.56765625, 1.5328597412109375, 1.5337010498046875, 1.5284356689453125, 1.5393624267578125, 1.539802001953125, 1.5504002685546876, 1.530849853515625, 1.53575537109375, 1.5333870849609375]",tokens/s,40.92979575976718,kWh,1.8253945991014828e-05,1.0003430646272766e-05,5.0251100029909015e-05,7.85084766671966e-05,tokens/kWh,802461.118524332,,s,629,16.74892494964598,0.026627861605160567,0.018301982872700722,0.024295488357543946,0.025013452911376955,0.02535772171020508,0.17829097900390625,"[0.02556620788574219, 0.025181184768676756, 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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: RecurrentGemmaForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmp7m3wq16x/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/gpt-neox-20b,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1316.552704,14930.149376,0.0,14283.702272,13411.540992,s,10,12.176978393554688,1.2176978393554687,0.002735777003968951,1.2164931640624999,1.22185751953125,1.2222309448242188,1.2225296850585938,"[1.2217745361328125, 1.2163492431640626, 1.2226043701171876, 1.21908642578125, 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0.07075430297851562, 0.07092121887207031, 0.06955519866943359, 0.07071743774414062]",tokens/s,11.464373584626506,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 297, in _quantize
    w_4bit, quant_state = bnb.functional.quantize_4bit(
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/functional.py"", line 1196, in quantize_4bit
    out = torch.zeros(((n + 1) // mod, 1), dtype=quant_storage, device=A.device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 48.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 34.50 MiB is free. Process 144767 has 22.14 GiB memory in use. Of the allocated memory 21.60 GiB is allocated by PyTorch, and 263.20 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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0.06925414276123047, 0.0694620132446289, 0.069501953125, 0.06928281402587891]",tokens/s,14.205533920780217,,,True,,True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,/,/,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: / does not appear to have a file named config.json. Checkout 'https://huggingface.co///tree/None' for available files.

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,TencentARC/Mistral_Pro_8B_v0.1,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2088.595456,7149.715456,0.0,6503.268352,6130.0736,s,10,4.354886688232422,0.43548866882324216,0.0009500705262691482,0.43506301879882814,0.4360664276123047,0.43712642974853516,0.4379744314575195,"[0.43818643188476564, 0.4357357177734375, 0.43495596313476564, 0.43503363037109377, 0.43495343017578125, 0.4350522766113281, 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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 436, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 332, in to
    return self._quantize(device)
  File ""/usr/local/lib/python3.10/dist-packages/bitsandbytes/nn/modules.py"", line 296, in _quantize
    w = self.data.contiguous().to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 0 has a total capacity of 22.18 GiB of which 236.50 MiB is free. Process 75501 has 21.95 GiB memory in use. Of the allocated memory 21.66 GiB is allocated by PyTorch, and 4.53 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
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4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,s,s,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/s/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669476ea-7d5e6e945e7bc0d04d7f9fdb;c762d8cb-4ff5-4848-9d45-4a495f3c246d)

Repository Not Found for url: https://huggingface.co/s/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: s is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: FalconForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpaq4m6lil/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.0,,,,1.21.4,,,,0.12.0,,MB,894.631936,6778.519552,0.0,6186.5984,6098.951168,s,1,11.409990234375,11.409990234375,0.0,11.409990234375,11.409990234375,11.409990234375,11.409990234375,[11.409990234375],,kWh,5.4192788959720585e-05,2.9686627428157708e-05,8.084228689600459e-05,0.00016472170328388287,,MB,1541.4272,7537.688576,0.0,6891.241472,6575.0528,s,10,3.8824400939941404,0.38824400939941406,0.0004192842910674531,0.38825633239746093,0.3885012237548828,0.3888801284790039,0.38918325225830075,"[0.38828909301757814, 0.3881315612792969, 0.38755911254882813, 0.389259033203125, 0.3884170227050781, 0.38822357177734373, 0.38804705810546875, 0.38830880737304685, 0.38835787963867185, 0.3878469543457031]",tokens/s,659.3791373523414,kWh,4.591058038407802e-06,2.5156856294058675e-06,2.8281732027076968e-05,3.538847569489064e-05,tokens/kWh,7233993.410938609,MB,1594.597376,7539.785728,0.0,6893.338624,6575.05536,s,10,32.93749975585938,3.293749975585938,0.014964291126460055,3.2889144287109375,3.3170919677734374,3.3181759887695312,3.3190432055664063,"[3.273227783203125, 3.29060986328125, 3.287218994140625, 3.284606201171875, 3.30126513671875, 3.2792431640625, 3.28193017578125, 3.319260009765625, 3.303287353515625, 3.31685107421875]",tokens/s,19.12713486663258,kWh,3.9400728434855555e-05,2.1593991957544013e-05,0.00011509263267232314,0.0001760873530647227,tokens/kWh,357776.9720738758,,s,630,32.93560828781127,0.05227874331398615,0.0007770662969580565,0.05196544075012207,0.05327656784057617,0.053713665390014646,0.05534174144744874,"[0.052084735870361325, 0.0517498893737793, 0.05153177642822265, 0.0515860481262207, 0.051515392303466793, 0.05160345458984375, 0.05163827133178711, 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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 408, in set_module_tensor_to_device
    new_value = old_value.to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 1.97 GiB. GPU 0 has a total capacity of 22.18 GiB of which 874.50 MiB is free. Process 82447 has 21.32 GiB memory in use. Of the allocated memory 21.02 GiB is allocated by PyTorch, and 20.69 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,facebook/opt-350m,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1163.595776,1013.448704,0.0,367.0016,281.023488,s,10,0.4671973457336425,0.046719734573364265,0.0011570082478510138,0.04616308784484863,0.04822501564025879,0.048944972038269044,0.04952093715667724,"[0.049664928436279294, 0.04617475128173828, 0.048065025329589846, 0.04615142440795898, 0.04686195373535156, 0.04602249526977539, 0.046215328216552734, 0.04605571365356445, 0.04610313415527344, 0.04588259124755859]",tokens/s,5479.483184948359,kWh,5.603492016727012e-07,3.0704557188358005e-07,1.7518036657914398e-06,2.6191984393477212e-06,tokens/kWh,97739826.10639979,MB,1163.595776,1013.448704,0.0,367.0016,298.883584,s,10,23.53951806640625,2.3539518066406253,0.02066314872443343,2.346360595703125,2.384883740234375,2.386660009765625,2.388081025390625,"[2.37219873046875, 2.384489013671875, 2.388436279296875, 2.340317626953125, 2.3628896484375, 2.337561279296875, 2.341433349609375, 2.3329326171875, 2.3279716796875, 2.351287841796875]",tokens/s,26.76350459778896,kWh,2.7878720072726313e-05,1.5278461452286933e-05,4.256164845160901e-05,8.571882997662227e-05,tokens/kWh,734961.035016247,,s,629,23.918093322753908,0.038025585568766146,0.005597171597052502,0.03703705596923828,0.038441985321044925,0.03860725631713867,0.08344375122070312,"[0.03803852844238281, 0.0382740478515625, 0.03829350280761719, 0.03800985717773438, 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4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,-,-,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 106, in _inner_fn
    validate_repo_id(arg_value)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 160, in validate_repo_id
    raise HFValidationError(
huggingface_hub.errors.HFValidationError: Repo id must use alphanumeric chars or '-', '_', '.', '--' and '..' are forbidden, '-' and '.' cannot start or end the name, max length is 96: '-'.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 466, in cached_file
    raise EnvironmentError(
OSError: Incorrect path_or_model_id: '-'. Please provide either the path to a local folder or the repo_id of a model on the Hub.

",True,True,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-2-12b,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1269.542912,9423.028224,0.0,8776.58112,8412.704768,s,10,5.232247924804688,0.5232247924804687,0.0002962319134772317,0.5231693115234375,0.5233100830078125,0.5236966369628906,0.5240058801269531,"[0.5240831909179687, 0.52321484375, 0.5231887817382812, 0.5231993408203125, 0.5229830322265625, 0.5232241821289062, 0.5231498413085938, 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0.13164851379394532]",tokens/s,7.060491520602226,,,True,,,True,main,False,False
4bit-bnb-flash_attention_2,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,v,v,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/v/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947ad4-130d76395fec21b36886a9fb;71f27db4-c20f-4fbe-b52e-0caab8ea53f4)

Repository Not Found for url: https://huggingface.co/v/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: v is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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4bit-bnb-flash_attention_2,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1572, in _autoset_attn_implementation
    cls._check_and_enable_flash_attn_2(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1688, in _check_and_enable_flash_attn_2
    raise ValueError(
ValueError: CodeGenForCausalLM does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//tmp/tmpq1ksp1kp/no_weights_model/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new

",,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/pythia-410m,,cuda,0,42,,,,True,,float16,True,False,,flash_attention_2,,False,,False,forward,bnb,0.0,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1258.999808,1296.564224,0.0,650.11712,588.726272,s,10,0.42821271133422856,0.04282127113342286,0.0029858486445217365,0.0419023208618164,0.04354576110839844,0.047567392349243155,0.05078469734191895,"[0.05158902359008789, 0.04135347366333008, 0.041302433013916014, 0.04127939224243164, 0.04250640106201172, 0.04122364807128906, 0.041211265563964844, 0.04245116806030273, 0.04264384078979492, 0.04265206527709961]",tokens/s,5978.337242777151,kWh,4.94941431719001e-07,2.7120376890558707e-07,1.6240877706778016e-06,2.3902329713023898e-06,tokens/kWh,107102530.62090042,MB,1258.999808,1296.564224,0.0,650.11712,622.923776,s,10,22.513427001953122,2.2513427001953126,0.015587410480258263,2.252187866210938,2.2704646484375,2.2710119873046875,2.2714498583984377,"[2.254298583984375, 2.23844775390625, 2.243015869140625, 2.2500771484375, 2.2193828125, 2.241260009765625, 2.270343017578125, 2.2670478515625, 2.25799462890625, 2.271559326171875]",tokens/s,27.983300807351323,kWh,2.6075014894103407e-05,1.42898779392923e-05,4.069439052852474e-05,8.105928336192043e-05,tokens/kWh,777208.9437148389,,s,629,22.852806694030768,0.03633196612723492,0.005028843349440876,0.03597107315063477,0.03639685287475586,0.036876287841796876,0.07663735015869141,"[0.037356544494628906, 0.03614822387695313, 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0.025792512893676758, 0.025778175354003906, 0.025783296585083007, 0.025836544036865236, 0.025791488647460937, 0.025903104782104492, 0.02574745559692383, 0.025819135665893556, 0.026712064743041993, 0.02588057518005371, 0.025785343170166015, 0.025790464401245116, 0.025769983291625977, 0.025776128768920898, 0.026262527465820314, 0.02608230400085449, 0.027642879486083984, 0.025987071990966795, 0.025975807189941406, 0.025866239547729493, 0.02574847984313965, 0.025795583724975587, 0.025835519790649415, 0.025798656463623046, 0.025762815475463868, 0.025788415908813478, 0.025785343170166015, 0.025881599426269532, 0.025837568283081053, 0.02632294464111328, 0.025883647918701173, 0.025871360778808594, 0.02575974464416504, 0.025793535232543945, 0.025835519790649415, 0.025999359130859375, 0.025846784591674804, 0.025745407104492187, 0.025874431610107423, 0.02576486396789551, 0.025831424713134765, 0.02636185646057129, 0.026682367324829103, 0.026076160430908202, 0.02589286422729492, 0.025797632217407225, 0.02589798355102539, 0.025753599166870117, 0.026014720916748047, 0.025931776046752928, 0.024871936798095705, 0.024938495635986328, 0.02487603187561035, 0.02492620849609375, 0.02494259262084961, 0.025810943603515626, 0.025611263275146484, 0.025829376220703124, 0.025205759048461913, 0.02490163230895996, 0.025394176483154295, 0.025809919357299805, 0.025778175354003906, 0.025840639114379883, 0.02570342445373535, 0.025757696151733397, 0.02572390365600586, 0.02593894386291504, 0.02590924835205078, 0.025803775787353517, 0.025797632217407225, 0.025810943603515626, 0.025912351608276367, 0.025804767608642577, 0.026070016860961914, 0.02588979148864746, 0.025831424713134765, 0.025851903915405275, 0.0259051513671875, 0.025993215560913087, 0.026200096130371095, 0.026049503326416014, 0.025836544036865236, 0.02592870330810547, 0.025815040588378906, 0.02493951988220215, 0.024910848617553712, 0.025866239547729493, 0.02595123291015625, 0.025874431610107423, 0.02592563247680664, 0.026201087951660155, 0.026023935317993165, 0.02617241668701172, 0.02592255973815918, 0.025868288040161135, 0.025963520050048827, 0.02572390365600586, 0.025819135665893556, 0.02574847984313965, 0.026057727813720705, 0.025667583465576172, 0.025669631958007814, 0.02590003204345703, 0.025832447052001953, 0.025843711853027345, 0.026564607620239256, 0.0261212158203125, 0.025842687606811524, 0.025775104522705077, 0.02588569641113281, 0.025829376220703124, 0.02573004722595215, 0.026033151626586915, 0.025879552841186523, 0.025812992095947264, 0.025809919357299805, 0.027901952743530273, 0.026953727722167968]",tokens/s,38.94825669114212,,,,,,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,.,.,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: . does not appear to have a file named config.json. Checkout 'https://huggingface.co/./tree/None' for available files.

",True,True,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,a,a,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/a/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694792f-6e81ef660c04bba66f694b58;84c663b8-02f3-4675-ab66-a5e09131dcb2)

Repository Not Found for url: https://huggingface.co/a/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: a is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,1,1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/1/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947b54-0bd2770c678566096d4c72ed;c743de8f-4f95-4daa-8bc6-fbfdf9b36fab)

Repository Not Found for url: https://huggingface.co/1/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 1 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: FalconForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1267.134464,8206.680064,0.0,7551.844352,7368.051712,s,10,1.124527587890625,0.1124527587890625,0.0043257258037315074,0.11093660736083985,0.11586093521118164,0.11986488533020019,0.12306804542541505,"[0.12386883544921876, 0.10972489929199218, 0.1099153594970703, 0.11376025390625, 0.11195785522460938, 0.10886656188964844, 0.10911526489257813, 0.10925743865966797, 0.11308995056152343, 0.11497116851806641]",tokens/s,2276.51151253836,kWh,1.3140830489588372e-06,7.200612446104059e-07,3.429672496821973e-06,5.463816790391216e-06,tokens/kWh,46853694.00566414,MB,1267.134464,8206.680064,0.0,7551.844352,7519.279104,s,10,69.576443359375,6.9576443359375,0.08006555036655454,6.9287919921875005,7.010750634765625,7.094308911132813,7.161155532226563,"[6.928943359375, 6.8853583984375, 6.90246728515625, 6.95723388671875, 6.90348046875, 6.928640625, 6.92337158203125, 6.9768984375, 6.99218212890625, 7.1778671875]",tokens/s,9.054788798932064,kWh,8.354455862516242e-05,4.578839948777386e-05,0.0001644227673405795,0.0002937557254535158,tokens/kWh,214463.90501065887,,s,629,70.46630513000483,0.11202910195549266,0.013502132524125484,0.10923519897460937,0.11421962432861328,0.11470913848876953,0.21888380920410158,"[0.11319193267822265, 0.113870849609375, 0.11300761413574219, 0.11418112182617188, 0.1135093765258789, 0.10844159698486328, 0.10990080261230468, 0.11243827056884766, 0.10952909088134766, 0.10864230346679687, 0.10915532684326172, 0.10977401733398437, 0.10919097900390624, 0.10957619476318359, 0.11227033233642578, 0.10785894775390625, 0.10902118682861328, 0.1085841293334961, 0.10883052825927735, 0.110370849609375, 0.11001033782958984, 0.10922393798828126, 0.10871721649169921, 0.10868822479248047, 0.10899353790283203, 0.11056537628173828, 0.10924134063720703, 0.1089986572265625, 0.10923929595947265, 0.109264892578125, 0.10919936370849609, 0.10947686767578126, 0.11283455657958984, 0.10942361450195312, 0.10904473876953125, 0.10902323150634766, 0.10914816284179688, 0.10921881866455078, 0.10923519897460937, 0.11122697448730469, 0.11066767883300781, 0.1114144287109375, 0.10932617950439454, 0.10913587188720703, 0.1091409912109375, 0.10931199645996094, 0.10891161346435548, 0.1114808349609375, 0.11047014617919922, 0.11214848327636719, 0.11031974029541015, 0.10943373107910156, 0.10932121276855469, 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0.11425270080566406, 0.1140511703491211, 0.11396409606933594]",tokens/s,8.926252041164123,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: FalconForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,8,8,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/8/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479a7-7a58be8f71eaeccf004f8b1a;6a157938-d714-43be-a820-2c45b3d8ef80)

Repository Not Found for url: https://huggingface.co/8/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 8 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,i,i,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/i/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947887-21b93bf11ee5d49e460112d7;0e2d4884-629b-4a39-b767-1439a6bfa5ba)

Repository Not Found for url: https://huggingface.co/i/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: i is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-3b-4e1t,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,4091.052032,4138.205184,0.0,3483.369472,3189.161984,s,10,1.0446557846069335,0.10446557846069335,0.0023046780418677017,0.10344840240478514,0.10682113647460938,0.10877471160888671,0.1103375717163086,"[0.11072828674316407, 0.10335763549804687, 0.10329366302490234, 0.104248291015625, 0.10318720245361328, 0.10353916931152343, 0.10409923553466797, 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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,microsoft/phi-1_5,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2332.135424,2510.815232,0.0,1855.97952,1776.258048,s,10,0.7420128631591798,0.07420128631591798,0.0040007416912387446,0.0734715690612793,0.07552048797607422,0.08048378143310546,0.08445441619873047,"[0.08544707489013671, 0.073323486328125, 0.07037110137939454, 0.07340940856933593, 0.07018819427490235, 0.0733076171875, 0.07441753387451172, 0.07384534454345704, 0.07353372955322265, 0.07416937255859375]",tokens/s,3450.07496110053,kWh,8.317237915194277e-07,4.557395098908926e-07,1.6455275292534975e-06,2.932990830663818e-06,tokens/kWh,87282918.62476093,MB,2332.135424,2510.815232,0.0,1855.97952,1804.794368,s,10,45.845811035156245,4.5845811035156245,0.01447046374633363,4.5845234375,4.598097802734375,4.601792065429687,4.604747475585937,"[4.59570166015625, 4.58426123046875, 4.58478564453125, 4.583169921875, 4.59727685546875, 4.605486328125, 4.59607568359375, 4.57894677734375, 4.55885986328125, 4.5612470703125]",tokens/s,13.741713490833284,kWh,5.3690110810439176e-05,2.9425422106940483e-05,8.687893217914657e-05,0.00016999446509652623,tokens/kWh,370600.3013935033,,s,629,46.425502746582026,0.07380843043971706,0.008737903010001281,0.07296205139160156,0.07339561157226562,0.07384228057861329,0.144600828857422,"[0.07606476593017578, 0.07681536102294922, 0.07445196533203124, 0.07665766143798829, 0.07107891082763672, 0.07460966491699218, 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0.07345254516601563, 0.0734361572265625, 0.07359180450439454, 0.07326515197753906]",tokens/s,13.548587797389198,,,,,,True,main,False,False
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,0,0,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/0/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947afc-74a187407e15323524dc8574;9ffd7deb-e9bc-4e1b-b939-c5e1adf6c5ae)

Repository Not Found for url: https://huggingface.co/0/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 0 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,2,2,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/2/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a2c-42a2850c5c25708c50b9346f;06ba3dc6-2cf0-4e5e-af21-0e7fc4703800)

Repository Not Found for url: https://huggingface.co/2/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: 2 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
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0.10967756652832031, 0.10927718353271484, 0.10911334228515625]",tokens/s,8.942598026292986,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.10829933166503906, 0.10813228607177734, 0.10728345489501953, 0.10729475402832031]",tokens/s,9.015889710082968,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947173-43553f6d38a8af3947fd4c0e;ed13003c-679c-4ea2-abf8-8095fa8f4b59)

Repository Not Found for url: https://huggingface.co/google/recurrentgemma-7b/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: google/recurrentgemma-7b is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,t,t,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/t/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669478dc-1ebff692299f53a518ebd01a;271b0f60-90a8-40d8-823f-9659c6231b13)

Repository Not Found for url: https://huggingface.co/t/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: t is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports
    raise ImportError(
ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-MoE-A2.7B,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,53592.666112,16670.785536,0.0,16015.949824,15921.204224,s,10,7.127675476074219,0.7127675476074219,0.01149264894687282,0.7140398864746094,0.7276809753417969,0.7280174591064453,0.7282866461181641,"[0.71203759765625, 0.7283539428710938, 0.6990225830078125, 0.7211824951171875, 0.7001098022460938, 0.7160421752929688, 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8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,x,x,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/x/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669479ce-5c4275bb4eb806b754d3e200;bb41369a-dad1-4c1f-ad7a-ed8de2f921ac)

Repository Not Found for url: https://huggingface.co/x/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: x is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1293.869056,14126.94016,0.0,13472.104448,13145.200128,s,10,0.8247959594726564,0.08247959594726564,0.002099451513793783,0.08219345474243164,0.08371835327148437,0.08598802566528319,0.08780376358032226,"[0.08825769805908203, 0.0821396484375, 0.08244422149658204, 0.08072486114501953, 0.08224726104736328, 0.08064326477050782, 0.08250962829589843, 0.08321398162841796, 0.08193283081054688, 0.08068256378173828]",tokens/s,3103.7979400829845,kWh,9.565519095535348e-07,5.24141581046288e-07,3.781580086193542e-06,5.262273576793365e-06,tokens/kWh,48648173.88608612,MB,1293.869056,14126.94016,0.0,13472.104448,13391.04256,s,10,50.10108886718749,5.010108886718749,0.0301387382245047,5.0017216796875,5.046102343749999,5.0546400390625,5.0614701953125,"[5.0371396484375, 4.97221044921875, 4.9926083984375, 4.98113427734375, 4.99326953125, 5.063177734375, 5.010173828125, 5.044205078125, 5.03026025390625, 4.97690966796875]",tokens/s,12.574577005103844,kWh,5.890280477195231e-05,3.228246650494721e-05,0.00014987804284140527,0.00024106331411830482,tokens/kWh,261342.1300973319,,s,629,50.7456972732544,0.08067678421821048,0.009843950334702856,0.07881625366210937,0.08154869842529297,0.08192430114746094,0.1605026977539063,"[0.08483430480957031, 0.08180633544921875, 0.08206028747558594, 0.08025702667236329, 0.08336486053466798, 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0.07857459259033203, 0.0787988510131836, 0.07858175659179688, 0.07874969482421874, 0.07869951629638672, 0.0785633316040039, 0.07858073425292969, 0.07856230163574218, 0.07841177368164062, 0.0784343032836914, 0.0787619857788086, 0.07844147491455078, 0.07846809387207031, 0.07829606628417969, 0.07844044494628906, 0.07828684997558594, 0.07915929412841796, 0.07948595428466797, 0.07881625366210937, 0.07971635437011719, 0.0785080337524414, 0.07849881744384765, 0.07875174713134765, 0.08055193328857421, 0.07847526550292969, 0.07848038482666016, 0.07831449890136719, 0.07839129638671875, 0.07859200286865234, 0.08049766540527344, 0.07918796539306641, 0.07900160217285156, 0.07839027404785157, 0.07861248016357422, 0.07858585357666016, 0.07948595428466797, 0.07892889404296875, 0.07857766723632813, 0.0784742431640625, 0.0796948471069336, 0.07847014617919922, 0.07882137298583984, 0.07971839904785157, 0.07969280242919922, 0.08000511932373047, 0.08163737487792969, 0.0801239013671875, 0.07906098937988282, 0.07886029052734375, 0.07979827117919921, 0.07952690887451172, 0.08008704376220703, 0.07979212951660156]",tokens/s,12.395139564502852,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,Qwen/Qwen1.5-14B,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,217063f5c507ed7cc255df7e1f64c4333a0b4dfe,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,1545.322496,18067.488768,0.0,17412.653056,17029.3504,s,10,1.419645278930664,0.1419645278930664,0.003559472286009126,0.14028851318359375,0.14528654479980468,0.1484703140258789,0.1510173294067383,"[0.15165408325195312, 0.13952301025390626, 0.14457904052734374, 0.14252738952636718, 0.14121548461914063, 0.14022323608398438, 0.13951397705078125, 0.1400003204345703, 0.14035379028320313, 0.14005494689941406]",tokens/s,1803.2673640335695,kWh,1.6768261160649046e-06,9.18820200996366e-07,5.341768749154965e-06,7.937415066216237e-06,tokens/kWh,32252313.613988075,MB,1545.322496,18067.488768,0.0,17412.653056,17162.139136,s,10,87.15164160156249,8.715164160156249,0.04837863040569137,8.7088974609375,8.7673337890625,8.795870996093749,8.81870076171875,"[8.824408203125, 8.7248369140625, 8.695572265625, 8.709935546875, 8.707859375, 8.69491015625, 8.6614970703125, 8.64223046875, 8.7609921875, 8.7293994140625]",tokens/s,7.228779497696864,kWh,0.00010246187375324994,5.6156841047785746e-05,0.00021463521278784623,0.00037325392758888194,tokens/kWh,168785.89974112995,,s,629,88.27543261718746,0.14034250018630764,0.016888597313805057,0.13734918212890626,0.14176788940429688,0.14240134887695313,0.2770678125,"[0.14589952087402344, 0.14271795654296876, 0.13945753479003906, 0.13641523742675782, 0.138756103515625, 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0.14197145080566406]",tokens/s,7.1254252893633705,,,,,,True,main,False,False
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained
    model = cls(config, *model_args, **model_kwargs)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__
    self.model = DeciCoderModel(config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in <listcomp>
    self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)])
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__
    self.self_attn = DeciCoderAttention(config=config)
  File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__
    self._init_rope()
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__
    raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"")
AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope'

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,r,r,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/r/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947907-0ed8f8584629a59e4278a1a2;a2892e16-9bbd-4ae0-9796-8f7ef53837f0)

Repository Not Found for url: https://huggingface.co/r/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: r is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1318.596608,8741.453824,0.0,8086.618112,7869.515264,s,10,0.7152483825683594,0.07152483825683595,0.0026833964404733793,0.0705664939880371,0.07207928161621094,0.07581458511352539,0.07880282791137697,"[0.07954988861083985, 0.07062242889404297, 0.07048486328125, 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0.06980095672607421, 0.07037235260009765, 0.07044300842285156, 0.07037542724609375, 0.07045426940917969, 0.07043276977539062, 0.07036927795410156, 0.06988492584228516, 0.07059149169921874, 0.07085260772705078, 0.07085260772705078, 0.07057202911376953, 0.07031705474853515, 0.07047372436523437, 0.07039385223388672, 0.07049830627441406, 0.07069696044921875, 0.07039282989501953, 0.07056896209716797, 0.07060991668701172, 0.07050444793701172, 0.07051878356933594, 0.0705607681274414, 0.07042662048339844, 0.0704501724243164, 0.14112460327148438, 0.07065702056884765, 0.07042559814453125, 0.0703477783203125, 0.07057100677490234, 0.07038054656982422, 0.07040614318847656, 0.07040512084960937, 0.07036518096923829, 0.07026073455810547, 0.07059865570068359, 0.07050342559814453, 0.0704501724243164, 0.07034880065917969, 0.07036825561523438, 0.0705249252319336, 0.07052082824707032, 0.07055257415771485, 0.07058739471435548, 0.07055872344970703, 0.07098572540283203, 0.0704716796875, 0.07059661102294922, 0.07050956726074219, 0.07050649261474609, 0.07057100677490234, 0.07050444793701172, 0.070582275390625, 0.07112397003173829, 0.07045120239257813, 0.07039794921875, 0.07029657745361328, 0.0704000015258789, 0.07036927795410156, 0.07039180755615235, 0.07039590454101563, 0.07049523162841796, 0.0704686050415039, 0.07047987365722656, 0.07066521453857422, 0.07040512084960937, 0.07025151824951172, 0.07000064086914062, 0.07059251403808593, 0.07067955017089844, 0.07061606597900391, 0.07063040161132812, 0.07204863739013671, 0.07111577606201172, 0.07053619384765625, 0.07062630462646484, 0.07052902221679687, 0.0705433578491211, 0.07051058959960937, 0.07073792266845703, 0.07041228485107422, 0.07040306854248046, 0.07041535949707031, 0.07034880065917969, 0.07051980590820313, 0.070329345703125, 0.07071334075927735, 0.07086182403564453, 0.14202879333496093, 0.07045529937744141, 0.07053311920166015, 0.07059455871582031, 0.07075430297851562, 0.07039590454101563, 0.07063654327392578, 0.07048806762695313, 0.0704532470703125, 0.0705269775390625, 0.07047885131835938, 0.07060173034667969, 0.07064064025878906, 0.07188377380371094, 0.07060173034667969, 0.07082495880126953, 0.07234457397460937, 0.07114854431152344, 0.07158988952636719, 0.07056486511230468, 0.07048601531982422, 0.07055667114257813, 0.07044710540771484, 0.07060377502441406, 0.07100109100341796, 0.07119257354736327, 0.07047885131835938, 0.07058432006835938, 0.07193087768554687, 0.07057920074462891, 0.07064166259765625, 0.07053107452392578, 0.07084441375732421, 0.07053517150878906, 0.07246233367919921, 0.0716390380859375, 0.07068672180175781, 0.07060275268554687, 0.07053414154052734, 0.07067955017089844, 0.07089663696289063, 0.0720373764038086, 0.07071949005126953, 0.07120384216308594, 0.07054438018798828, 0.07049727630615234, 0.07060991668701172, 0.0705802230834961, 0.07048908996582032, 0.07046041870117188, 0.07052082824707032, 0.07047475433349609, 0.0704931869506836, 0.07065087890625, 0.07066521453857422, 0.07049113464355469, 0.07040409851074218, 0.07053721618652344, 0.07051570892333985, 0.07075225830078125, 0.07055872344970703, 0.07071743774414062, 0.07060582733154297]",tokens/s,13.942553625956213,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained
    cls.register(config.__class__, model_class, exist_ok=True)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register
    raise ValueError(
ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has <class 'transformers_modules.internlm.internlm-20b.80729bcf52fbc4553d965926b27304ac5e156d98.configuration_internlm.InternLMConfig'> and you passed <class 'transformers_modules.no_weights_model.configuration_internlm.InternLMConfig'>. Fix one of those so they match!

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,m,m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/m/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947678-6fa21d53680de1e248fafdf6;b260f3e4-e122-4d42-88e8-3e462a084a6b)

Repository Not Found for url: https://huggingface.co/m/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: m is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,openai-community/gpt2-large,openai-community/gpt2-large,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,3186.8928,1866.989568,0.0,1212.153856,991.827456,s,10,0.721976448059082,0.0721976448059082,0.0018197918691587687,0.07146599960327149,0.07302862014770509,0.07523763771057129,0.07700485176086426,"[0.0774466552734375, 0.07114838409423828, 0.07113292694091797, 0.07131008148193359, 0.07253772735595704, 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0.07480422210693359, 0.0736215057373047, 0.07233535766601562, 0.0737628173828125]",tokens/s,13.566062509921643,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,l,l,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/l/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947959-339dd0af255d184b4abc9fde;b4be6b34-8461-4852-bf35-ced1aa77dcb0)

Repository Not Found for url: https://huggingface.co/l/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: l is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,B,B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/B/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947a62-7101f1782eac3c627f4ff365;a597ceaf-f9ba-4856-8f7b-b4dc2d76a604)

Repository Not Found for url: https://huggingface.co/B/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: B is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1292.427264,14907.080704,0.0,14252.244992,13937.091584,s,10,1.4230940399169922,0.14230940399169922,0.0038338888802981162,0.1423318786621094,0.14536928863525392,0.14839346084594726,0.15081279861450197,"[0.15141763305664063, 0.1374593963623047, 0.13685545349121095, 0.14050726318359374, 0.14246131896972655, 0.1433240966796875, 0.1422024383544922, 0.14265219116210937, 0.14151699829101563, 0.14469725036621095]",tokens/s,1798.8972816928685,kWh,1.6385036970019524e-06,8.974537360575607e-07,5.142329075808677e-06,7.67828650886819e-06,tokens/kWh,33340772.020466767,MB,1292.427264,14907.080704,0.0,14252.244992,14198.505472,s,10,88.59819433593749,8.85981943359375,0.10601381638331134,8.90537890625,8.932749609375,8.933982714843749,8.93496919921875,"[8.6132275390625, 8.70067578125, 8.8932568359375, 8.8524208984375, 8.9301083984375, 8.9300556640625, 8.9352158203125, 8.9324755859375, 8.9122236328125, 8.8985341796875]",tokens/s,7.110754397671255,kWh,0.00010198248324147461,5.589435935090815e-05,0.00021339762353379178,0.0003712744661261746,tokens/kWh,169685.78706026598,,s,629,89.72903005981449,0.14265346591385447,0.017085486358874025,0.14165708923339843,0.142788427734375,0.143447412109375,0.28161203613281266,"[0.1389998016357422, 0.13536767578125, 0.13802803039550782, 0.14017433166503906, 0.1348691864013672, 0.1357914276123047, 0.13746400451660157, 0.13667308044433593, 0.13553663635253907, 0.13616026306152343, 0.1357342987060547, 0.13583868408203126, 0.13609164428710938, 0.13609368896484375, 0.13802394104003907, 0.14016511535644532, 0.1358868408203125, 0.13568205261230468, 0.1358592071533203, 0.13560525512695312, 0.1352478790283203, 0.13609368896484375, 0.13520895385742188, 0.13570252990722656, 0.1356072998046875, 0.13597900390625, 0.13572607421875, 0.13607443237304687, 0.13594912719726562, 0.1391186828613281, 0.1358837432861328, 0.13678073120117187, 0.13618482971191406, 0.13600973510742187, 0.13569747924804687, 0.1360864715576172, 0.13567805480957032, 0.13578742980957031, 0.13497673034667967, 0.1386616668701172, 0.14043443298339844, 0.13746585083007812, 0.13565440368652343, 0.13655552673339844, 0.14090652465820314, 0.1398539276123047, 0.1351709442138672, 0.1358233642578125, 0.13563186645507813, 0.13623910522460939, 0.13572933959960937, 0.13633517456054686, 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0.10887165069580078, 0.11144802856445313, 0.11028070068359375, 0.11200819396972657]",tokens/s,8.958724631879951,,,,,,True,main,False,False
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,M,M,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/M/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-6694785b-39ba6ecb37f8beb25f0707f8;81a35cd1-fe35-4045-8749-115b0ccaa251)

Repository Not Found for url: https://huggingface.co/M/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: M is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.11682611083984375]",tokens/s,8.541677445410608,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,/,/,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 373, in cached_file
    raise EnvironmentError(
OSError: / does not appear to have a file named config.json. Checkout 'https://huggingface.co///tree/None' for available files.

",True,True,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,TencentARC/Mistral_Pro_8B_v0.1,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,5675.17184,10962.337792,0.0,10307.50208,10029.210624,s,10,1.427975509643555,0.14279755096435548,0.00351068380329207,0.14270135498046876,0.1451594497680664,0.14796252212524413,0.15020498001098634,"[0.15076559448242188, 0.1423882293701172, 0.136636962890625, 0.14453654479980468, 0.14442361450195312, 0.14253570556640624, 0.14286700439453126, 0.1432773742675781, 0.13906544494628906, 0.14147903442382812]",tokens/s,1792.7478326564692,kWh,1.6659995316526326e-06,9.126710589325612e-07,4.332390007380348e-06,6.911060597965542e-06,tokens/kWh,37042071.38269928,MB,5675.17184,10962.337792,0.0,10307.50208,10056.90112,s,10,89.65472265625,8.965472265625,0.06681135602380257,8.97342919921875,9.039886230468749,9.043720458984374,9.046787841796874,"[9.0390341796875, 8.8732646484375, 8.9403623046875, 8.8991640625, 9.013076171875, 9.00649609375, 9.0475546875, 9.0383212890625, 8.8788173828125, 8.9186318359375]",tokens/s,7.026958327845338,kWh,0.00010470605414121738,5.738703847077795e-05,0.00020204396953801983,0.00036413706215001517,tokens/kWh,173011.77646686678,,s,629,90.7803792266846,0.14432492722843335,0.017093033380976702,0.143204345703125,0.1442003173828125,0.14454681396484376,0.2840005883789063,"[0.14638284301757812, 0.14243533325195312, 0.1442293701171875, 0.14286746215820312, 0.1434582977294922, 0.14324838256835937, 0.14077235412597655, 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0.07249817657470703, 0.07210393524169922, 0.07306956481933594]",tokens/s,13.620400630618251,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,microsoft/rho-math-1b-v0.1,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,4309.778432,2076.704768,0.0,1421.869056,1380.79232,s,10,0.8240369720458984,0.08240369720458983,0.0047562345870661524,0.08142033767700195,0.08372375335693359,0.08994242019653319,0.0949173536682129,"[0.09616108703613281, 0.08172672271728515, 0.07904950714111328, 0.08185254669189453, 0.08201862335205078, 0.08234182739257813, 0.07817401885986328, 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0.07044403076171875]",tokens/s,13.691292505290637,,,,,True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,
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0.06607052612304687, 0.06580223846435547, 0.06776831817626953, 0.06604185485839843, 0.06596403503417969, 0.06627635192871094, 0.0659210205078125, 0.06905343627929687, 0.06865100860595703, 0.06588722991943359, 0.06578585815429687, 0.06638796997070312, 0.066050048828125, 0.06579199981689453, 0.0654172134399414, 0.06571417236328125, 0.06592205047607422, 0.06590259552001954, 0.06580326080322266, 0.0658687973022461, 0.06588825225830078, 0.0658155517578125, 0.06573567962646484, 0.06580633544921875, 0.06585753631591797, 0.0658493423461914, 0.06588416290283203, 0.06602751922607422, 0.06583808135986328, 0.06580531311035157, 0.0658862075805664, 0.06630707550048828, 0.06927769470214844, 0.06849842834472657, 0.06820658874511719, 0.0659947509765625, 0.06584832000732421, 0.06599372863769531, 0.06589952087402344, 0.0658892822265625, 0.06597427368164062, 0.06588108825683593, 0.0685137939453125, 0.06610329437255859, 0.06598041534423828, 0.06568550109863282, 0.0661934051513672, 0.06789222717285157, 0.06597427368164062, 0.06592205047607422]",tokens/s,14.951648372528725,,,,,,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,s,s,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/s/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-669476e2-0a4784f821f70f29701a0cd5;f80056eb-3090-4664-912f-ad41733d92e4)

Repository Not Found for url: https://huggingface.co/s/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: s is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: FalconForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.261056,Linux,x86_64,Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.4.0,,4.44.2,,0.34.0,,,,1.21.4,,,,0.12.0,,MB,19098.714112,10037.49376,0.0,9558.818816,9558.429696,s,1,24.142708984375,24.142708984375,0.0,24.142708984375,24.142708984375,24.142708984375,24.142708984375,[24.142708984375],,kWh,0.000204995354627779,0.00011232047884639828,0.0003189460884900075,0.0006362619219641847,,MB,6319.45216,10675.027968,0.0,10020.192256,9855.258624,s,10,1.0695553512573241,0.10695553512573241,0.0022538991202904297,0.10603745651245117,0.10974190368652344,0.10984595794677735,0.10992920135498047,"[0.10481123352050781, 0.10453068542480469, 0.10935481262207031, 0.1066619873046875, 0.10995001220703125, 0.10971878051757812, 0.10947808074951172, 0.10481021118164062, 0.10482662200927734, 0.10541292572021485]",tokens/s,2393.5180138087962,kWh,1.2538606763377777e-06,6.870552545747109e-07,3.906851078694811e-06,5.8477670096073e-06,tokens/kWh,43777393.93163535,MB,6323.560448,10677.12512,0.0,10022.289408,9856.30976,s,10,65.466408203125,6.5466408203125,0.0663172634348927,6.54518115234375,6.617483544921876,6.637641918945312,6.6537686181640625,"[6.46468994140625, 6.43912841796875, 6.56836572265625, 6.65780029296875, 6.51777099609375, 6.61300390625, 6.52199658203125, 6.49788232421875, 6.60661865234375, 6.5791513671875]",tokens/s,9.623255915389098,kWh,7.731492874338496e-05,4.237397196338987e-05,0.00016863523139930514,0.00028832413210607994,tokens/kWh,218504.0826787995,,s,630,65.46442041015628,0.10391177842881945,0.0025246987863594876,0.10527027130126954,0.10624665908813477,0.10700984039306641,0.10893292747497559,"[0.10088652801513671, 0.10170982360839843, 0.10100428771972657, 0.10132991790771484, 0.10125823974609376, 0.10128793334960938, 0.10142105865478515, 0.10471218872070312, 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0.10880307006835938]",tokens/s,9.623548120533895,,,,,,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 4091, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/big_modeling.py"", line 420, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 616, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 161, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/hooks.py"", line 283, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/usr/local/lib/python3.10/dist-packages/accelerate/utils/modeling.py"", line 408, in set_module_tensor_to_device
    new_value = old_value.to(device)
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 1.97 GiB. GPU 0 has a total capacity of 22.18 GiB of which 746.50 MiB is free. Process 81893 has 21.45 GiB memory in use. Of the allocated memory 21.16 GiB is allocated by PyTorch, and 1.31 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

",,,,,
8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,-,-,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 106, in _inner_fn
    validate_repo_id(arg_value)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 160, in validate_repo_id
    raise HFValidationError(
huggingface_hub.errors.HFValidationError: Repo id must use alphanumeric chars or '-', '_', '.', '--' and '..' are forbidden, '-' and '.' cannot start or end the name, max length is 96: '-'.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 466, in cached_file
    raise EnvironmentError(
OSError: Incorrect path_or_model_id: '-'. Please provide either the path to a local folder or the repo_id of a model on the Hub.

",True,True,,,
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,stabilityai/stablelm-2-12b,,cuda,0,42,,,,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.0,,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,,,,,,,,,,,,,,,,,,,,,,,MB,2928.807936,14363.918336,0.0,13709.082624,13467.978752,s,10,2.2034029541015627,0.22034029541015623,0.0044284256953464485,0.2201222915649414,0.22502465209960937,0.22726878814697266,0.2290640969848633,"[0.22951292419433594, 0.22170877075195314, 0.21575782775878907, 0.22199664306640626, 0.21626988220214843, 0.21853581237792968, 0.22331939697265624, 0.21638275146484376, 0.2153929901123047, 0.2245259552001953]",tokens/s,1161.8392338245003,kWh,2.6018439319686614e-06,1.4256853417701559e-06,6.165989232304772e-06,1.0193518506043589e-05,tokens/kWh,25113997.6690307,MB,2928.807936,14363.918336,0.0,13709.082624,13522.716672,s,10,123.09220312500001,12.3092203125,0.10481624141941918,12.27904443359375,12.46320576171875,12.494313330078125,12.519199384765626,"[12.36216015625, 12.1893642578125, 12.26500390625, 12.29062109375, 12.2674677734375, 12.2156298828125, 12.2022490234375, 12.3179931640625, 12.5254208984375, 12.45629296875]",tokens/s,5.118114584075124,kWh,0.0001468301778117528,8.047468535476029e-05,0.000266659562361287,0.0004939644255278001,tokens/kWh,127539.54889096439,,s,629,124.87239985656751,0.1985252779913631,0.026188827876410907,0.19412582397460937,0.20071689758300781,0.20131716613769532,0.4103556323242188,"[0.19380735778808594, 0.2066309051513672, 0.19679026794433593, 0.19218841552734375, 0.1924997100830078, 0.1925918731689453, 0.19377151489257813, 0.19741900634765625, 0.1930393524169922, 0.19686912536621093, 0.19327078247070312, 0.19469517517089843, 0.19485081481933594, 0.19315097045898438, 0.19569049072265626, 0.196959228515625, 0.1921495361328125, 0.19296662902832032, 0.1926174774169922, 0.1928775634765625, 0.199299072265625, 0.1937622985839844, 0.19887309265136718, 0.1945518035888672, 0.19247308349609374, 0.19395584106445313, 0.19331686401367187, 0.1974783935546875, 0.19946701049804688, 0.19823922729492188, 0.19518669128417968, 0.19291647338867188, 0.19732377624511718, 0.19886898803710937, 0.19612774658203125, 0.1977538604736328, 0.19845426940917968, 0.19904818725585938, 0.19578469848632812, 0.19911167907714844, 0.19775692749023438, 0.19821157836914063, 0.19623834228515624, 0.19426512145996094, 0.19707081604003907, 0.19930931091308593, 0.19617485046386718, 0.19699098205566407, 0.19631309509277345, 0.19758387756347656, 0.1969233856201172, 0.1973780517578125, 0.20043878173828125, 0.1933844451904297, 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0.19204301452636718, 0.19257037353515624, 0.19275672912597655, 0.1924075469970703, 0.19263282775878907, 0.19253555297851563, 0.1962659912109375, 0.19320013427734375, 0.194044921875, 0.1931356201171875, 0.19592807006835938, 0.19357594299316405, 0.19231231689453124, 0.19247206115722656, 0.19439820861816406, 0.19544883728027343, 0.19299020385742188, 0.19238102722167968, 0.1925948486328125, 0.19609088134765626, 0.19590348815917968, 0.19636019897460938, 0.19780198669433594, 0.409923583984375, 0.19249151611328125, 0.19293901062011717, 0.19430706787109375, 0.19219354248046874, 0.19249459838867186, 0.19367532348632813, 0.19227743530273436, 0.19380120849609375, 0.19414016723632813, 0.19256320190429688, 0.19192320251464845, 0.19190579223632812, 0.19316120910644533, 0.19217202758789062, 0.1921986541748047, 0.19153305053710937, 0.19140403747558593, 0.19205734252929688, 0.19280793762207032, 0.1920552978515625, 0.19287245178222656, 0.19466035461425782, 0.19215565490722655, 0.19242803955078125, 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0.1917276153564453]",tokens/s,5.037141920252116,,,,,,True,main,False,False
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,v,v,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.293824,Linux,x86_64,Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.3.1,,4.42.4,,0.32.1,,,,1.21.2,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 304, in hf_raise_for_status
    response.raise_for_status()
  File ""/usr/local/lib/python3.10/dist-packages/requests/models.py"", line 1024, in raise_for_status
    raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/v/resolve/main/config.json

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 402, in cached_file
    resolved_file = hf_hub_download(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1221, in hf_hub_download
    return _hf_hub_download_to_cache_dir(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1325, in _hf_hub_download_to_cache_dir
    _raise_on_head_call_error(head_call_error, force_download, local_files_only)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1823, in _raise_on_head_call_error
    raise head_call_error
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1722, in _get_metadata_or_catch_error
    metadata = get_hf_file_metadata(url=url, proxies=proxies, timeout=etag_timeout, headers=headers)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py"", line 114, in _inner_fn
    return fn(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 1645, in get_hf_file_metadata
    r = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 372, in _request_wrapper
    response = _request_wrapper(
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py"", line 396, in _request_wrapper
    hf_raise_for_status(response)
  File ""/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py"", line 352, in hf_raise_for_status
    raise RepositoryNotFoundError(message, response) from e
huggingface_hub.utils._errors.RepositoryNotFoundError: 404 Client Error. (Request ID: Root=1-66947ac7-0a73e04a04a8d53566f00327;01cd1f75-560d-4139-9429-f033b95c6e13)

Repository Not Found for url: https://huggingface.co/v/resolve/main/config.json.
Please make sure you specified the correct `repo_id` and `repo_type`.
If you are trying to access a private or gated repo, make sure you are authenticated.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 102, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 60, in run
    backend: Backend = backend_factory(backend_config)
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 40, in __init__
    super().__init__(config)
  File ""/workspace/optimum_benchmark/backends/base.py"", line 65, in __init__
    self.pretrained_config = get_transformers_pretrained_config(self.config.model, **self.config.model_kwargs)
  File ""/workspace/optimum_benchmark/backends/transformers_utils.py"", line 22, in get_transformers_pretrained_config
    return AutoConfig.from_pretrained(model, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py"", line 965, in from_pretrained
    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 632, in get_config_dict
    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py"", line 689, in _get_config_dict
    resolved_config_file = cached_file(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py"", line 425, in cached_file
    raise EnvironmentError(
OSError: v is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>`

",True,True,,,
8bit-bnb-sdpa,pytorch,2.3.1+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.29792,Linux,x86_64,Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.2.1,,4.42.1,,0.31.0,,,,1.20.0,,,,0.11.1,,,,,,,,,,,,,,,,,,,,,,,,,MB,1284.571136,15097.921536,0.0,14443.085824,14079.706624,s,10,0.908824348449707,0.0908824348449707,0.002805598909937916,0.08978798294067383,0.09131472244262695,0.09528841896057128,0.09846737617492676,"[0.09926211547851563, 0.08977276611328125, 0.08978079986572265, 0.09043167877197265, 0.09022847747802734, 0.08973900604248047, 0.0897257308959961, 0.09034969329833985, 0.0897389144897461, 0.089795166015625]",tokens/s,2816.825940421717,kWh,1.0855171005417206e-06,5.948119604817368e-07,4.297893346568812e-06,5.9782224075922694e-06,tokens/kWh,42822093.68371493,MB,1284.571136,15097.921536,0.0,14443.085824,14357.839872,s,10,55.9552294921875,5.59552294921875,0.06576023733303014,5.5992807617187506,5.65880205078125,5.67987294921875,5.69672966796875,"[5.70094384765625, 5.65411962890625, 5.5553837890625, 5.58187841796875, 5.63983203125, 5.6103271484375, 5.64449072265625, 5.490271484375, 5.489748046875, 5.588234375]",tokens/s,11.25900127150691,kWh,6.763631626097799e-05,3.706914089493702e-05,0.00016971532919723048,0.0002744207863531455,tokens/kWh,229574.44600762427,,s,629,56.67019159698489,0.09009569411285352,0.01079543450975691,0.08928972625732422,0.09060085754394531,0.09097975158691406,0.17689092407226564,"[0.09394073486328125, 0.09341747283935548, 0.09424179077148437, 0.09314406585693359, 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8bit-bnb-sdpa,pytorch,2.4.1+cu124,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,bnb,0.0,True,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,True,kill,False,spawn, AMD EPYC 7R32,16,66697.252864,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A10G'],1,24146608128,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,0.13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"Traceback (most recent call last):
  File ""/workspace/llm_perf/update_llm_perf_cuda_pytorch.py"", line 153, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target
    report = worker(*worker_args)
  File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run
    report = scenario.run(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run
    self.run_model_loading_tracking(backend)
  File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking
    backend.load()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load
    self.load_transformers_model()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model
    self.load_transformers_model_with_no_weights()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 133, in load_transformers_model_with_no_weights
    self.load_transformers_model_from_pretrained()
  File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 85, in load_transformers_model_from_pretrained
    self.pretrained_model = self.automodel_loader.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained
    return model_class.from_pretrained(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained
    config = cls._autoset_attn_implementation(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation
    config = cls._check_and_enable_sdpa(
  File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa
    raise ValueError(
ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")`

",,,,,
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