config.name,config.backend.name,config.backend.version,config.backend._target_,config.backend.task,config.backend.library,config.backend.model,config.backend.processor,config.backend.device,config.backend.device_ids,config.backend.seed,config.backend.inter_op_num_threads,config.backend.intra_op_num_threads,config.backend.model_kwargs.trust_remote_code,config.backend.processor_kwargs.trust_remote_code,config.backend.hub_kwargs.trust_remote_code,config.backend.no_weights,config.backend.device_map,config.backend.torch_dtype,config.backend.eval_mode,config.backend.to_bettertransformer,config.backend.low_cpu_mem_usage,config.backend.attn_implementation,config.backend.cache_implementation,config.backend.autocast_enabled,config.backend.autocast_dtype,config.backend.torch_compile,config.backend.torch_compile_target,config.backend.quantization_scheme,config.backend.quantization_config.llm_int8_threshold,config.backend.quantization_config.load_in_4bit,config.backend.deepspeed_inference,config.backend.peft_type,config.scenario.name,config.scenario._target_,config.scenario.iterations,config.scenario.duration,config.scenario.warmup_runs,config.scenario.input_shapes.batch_size,config.scenario.input_shapes.num_choices,config.scenario.input_shapes.sequence_length,config.scenario.new_tokens,config.scenario.latency,config.scenario.memory,config.scenario.energy,config.scenario.generate_kwargs.max_new_tokens,config.scenario.generate_kwargs.min_new_tokens,config.launcher.name,config.launcher._target_,config.launcher.device_isolation,config.launcher.device_isolation_action,config.launcher.start_method,config.environment.cpu,config.environment.cpu_count,config.environment.cpu_ram_mb,config.environment.system,config.environment.machine,config.environment.platform,config.environment.processor,config.environment.python_version,config.environment.gpu,config.environment.gpu_count,config.environment.gpu_vram_mb,config.environment.optimum_benchmark_version,config.environment.optimum_benchmark_commit,config.environment.transformers_version,config.environment.transformers_commit,config.environment.accelerate_version,config.environment.accelerate_commit,config.environment.diffusers_version,config.environment.diffusers_commit,config.environment.optimum_version,config.environment.optimum_commit,config.environment.timm_version,config.environment.timm_commit,config.environment.peft_version,config.environment.peft_commit,report.traceback,config.backend.hub_kwargs.revision,config.backend.hub_kwargs.force_download,config.backend.hub_kwargs.local_files_only,report.prefill.memory.unit,report.prefill.memory.max_ram,report.prefill.memory.max_global_vram,report.prefill.memory.max_process_vram,report.prefill.memory.max_reserved,report.prefill.memory.max_allocated,report.prefill.latency.unit,report.prefill.latency.count,report.prefill.latency.total,report.prefill.latency.mean,report.prefill.latency.stdev,report.prefill.latency.p50,report.prefill.latency.p90,report.prefill.latency.p95,report.prefill.latency.p99,report.prefill.latency.values,report.prefill.throughput.unit,report.prefill.throughput.value,report.prefill.energy.unit,report.prefill.energy.cpu,report.prefill.energy.ram,report.prefill.energy.gpu,report.prefill.energy.total,report.prefill.efficiency.unit,report.prefill.efficiency.value,report.decode.memory.unit,report.decode.memory.max_ram,report.decode.memory.max_global_vram,report.decode.memory.max_process_vram,report.decode.memory.max_reserved,report.decode.memory.max_allocated,report.decode.latency.unit,report.decode.latency.count,report.decode.latency.total,report.decode.latency.mean,report.decode.latency.stdev,report.decode.latency.p50,report.decode.latency.p90,report.decode.latency.p95,report.decode.latency.p99,report.decode.latency.values,report.decode.throughput.unit,report.decode.throughput.value,report.decode.energy.unit,report.decode.energy.cpu,report.decode.energy.ram,report.decode.energy.gpu,report.decode.energy.total,report.decode.efficiency.unit,report.decode.efficiency.value,report.per_token.memory,report.per_token.latency.unit,report.per_token.latency.count,report.per_token.latency.total,report.per_token.latency.mean,report.per_token.latency.stdev,report.per_token.latency.p50,report.per_token.latency.p90,report.per_token.latency.p95,report.per_token.latency.p99,report.per_token.latency.values,report.per_token.throughput.unit,report.per_token.throughput.value,report.per_token.energy,report.per_token.efficiency,config.backend.quantization_config.load_in_8bit
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1246.466048,39288.045568,38361.104384,37828.427776,37434.80832,s,10,26.476929443359374,2.6476929443359376,0.0018824764317421185,2.6474698486328125,2.6500946533203122,2.6510490356445313,2.651812541503906,"[2.649882568359375, 2.647587646484375, 2.645288330078125, 2.64645166015625, 2.64735205078125, 2.65200341796875, 2.647984130859375, 2.647664794921875, 2.645664794921875, 2.647050048828125]",tokens/s,96.68794886040187,kWh,8.516719788312912e-05,0.00014192229962036238,0.0002017745225316503,0.0004288640200351418,tokens/kWh,596925.8040789316,MB,1246.466048,39288.045568,38361.104384,37828.427776,37434.81088,s,10,107.93212890625001,10.793212890625002,0.019679276798652733,10.79571630859375,10.81930673828125,10.821671435546875,10.823563193359375,"[10.8037958984375, 10.8014228515625, 10.8240361328125, 10.7756494140625, 10.790009765625, 10.81878125, 10.7764208984375, 10.8067060546875, 10.7679423828125, 10.7673642578125]",tokens/s,5.837001515528511,kWh,0.00034034283384680745,0.000571237192506325,0.0006386099275573542,0.0015501899539104866,tokens/kWh,40640.18079918343,,s,629,131.58584928894027,0.20919848853567638,0.31465897604770626,0.17095986938476562,0.17178992614746094,0.17262141113281249,2.81922078125,"[0.16990106201171876, 0.17053695678710937, 0.17185177612304686, 0.1711288299560547, 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4bit-bnb-eager,pytorch,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-neo-2.7B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1320.620032,3512.7296,2585.788416,2053.111808,1986.215936,s,10,1.239974838256836,0.12399748382568361,0.005448089151923948,0.12209147262573242,0.12452755661010742,0.13242524681091306,0.13874339897155763,"[0.14032293701171875, 0.122000732421875, 0.12211174774169922, 0.12221900939941406, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2281.762816,5995.692032,5068.816384,4536.139776,4256.515072,s,10,1.4249774322509767,0.14249774322509767,0.00029163439419965564,0.14242871856689454,0.14265595703124997,0.14298621978759765,0.14325042999267576,"[0.1433164825439453, 0.14236793518066407, 0.14241795349121095, 0.1425160369873047, 0.14248908996582033, 0.14232560729980467, 0.14221443176269533, 0.14230784606933594, 0.14243948364257814, 0.14258256530761718]",tokens/s,1796.5196795826275,kWh,4.7487976835734815e-06,7.893903545293749e-06,1.0262512355540767e-05,2.2905213584407998e-05,tokens/kWh,11176494.777340297,MB,2282.348544,5995.692032,5068.816384,4536.139776,4291.292672,s,10,48.18140625,4.818140625,0.03829798174799324,4.807646972656251,4.861715283203125,4.877095922851562,4.889400434570312,"[4.7937001953125, 4.78918798828125, 4.8397236328125, 4.81768505859375, 4.7821416015625, 4.84759912109375, 4.76298583984375, 4.79760888671875, 4.8924765625, 4.85829736328125]",tokens/s,13.075583488184304,kWh,0.00015153652626409458,0.00025330476582944715,0.00014735530818132982,0.0005521966002748715,tokens/kWh,114089.80056856555,,s,629,49.381728240966844,0.07850831198881843,0.017074195708581662,0.07597158050537109,0.07814061889648438,0.07872716674804688,0.21864062561035155,"[0.0808622055053711, 0.0787589111328125, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm2-20b,internlm/internlm2-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-2.7b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1254.97344,3370.123264,2443.18208,1910.505472,1840.674816,s,10,1.24752392578125,0.12475239257812501,0.0070452363629638975,0.12210582351684571,0.12734148635864256,0.13651363868713376,0.14385136054992678,"[0.12530323028564452, 0.12210809326171874, 0.1218315200805664, 0.12224937438964843, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/phi-1_5,microsoft/phi-1_5,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-j-6b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,f132dd7713c1ce9c9543de7ad48f6168fc856069,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1311.735808,6023.020544,5096.07936,4563.402752,4430.533632,s,10,2.451664810180664,0.2451664810180664,0.004059866489195564,0.2434189147949219,0.2507905807495117,0.25245559310913085,0.2537876029968262,"[0.25412060546875, 0.2419198455810547, 0.2423177947998047, 0.24360540771484376, 0.24151548767089845, 0.24763279724121093, 0.24159190368652345, 0.243232421875, 0.25042057800292966, 0.24530796813964845]",tokens/s,1044.1884181595578,kWh,7.767553554802406e-06,1.2997172435780833e-05,1.8644100281363068e-05,3.940882627194631e-05,tokens/kWh,6496006.7126443945,MB,1311.735808,6023.020544,5096.07936,4563.402752,4430.536192,s,10,39.98544555664062,3.9985445556640626,0.10846303588436786,3.9369702148437504,4.161579736328125,4.162279125976562,4.162838637695312,"[3.913769287109375, 3.90752685546875, 4.16142431640625, 4.0655068359375, 4.1141357421875, 3.89102880859375, 3.90750634765625, 3.960171142578125, 4.162978515625, 3.901397705078125]",tokens/s,15.755732898051253,kWh,0.0001239875891041465,0.0002067982372176172,0.0001452580586157815,0.00047604388493754517,tokens/kWh,132340.73998926659,,s,629,42.11909126663206,0.06696198929512255,0.029603016386806853,0.06266470336914062,0.07013294067382812,0.07298990325927734,0.3047878564453126,"[0.06172979354858398, 0.06273843383789063, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,1952.82944,13004.439552,12077.498368,11544.82176,11093.764096,s,10,5.03852081298828,0.5038520812988281,0.0007074796079609276,0.5036703948974609,0.5047499420166015,0.5051065994262696,0.5053919253540039,"[0.5036885681152343, 0.5036003723144531, 0.5033865356445313, 0.5038840026855469, 0.5032225036621094, 0.5028793640136718, 0.5046706848144531, 0.5054632568359375, 0.5036522216796875, 0.5040733032226562]",tokens/s,508.08562572587596,kWh,1.6665332019329074e-05,2.67151280581933e-05,3.961030946584287e-05,8.299076954336525e-05,tokens/kWh,3084680.397694494,MB,1952.82944,13004.439552,12077.498368,11544.82176,11093.766656,s,10,48.123876953125006,4.8123876953125,0.029105865817394452,4.799802001953125,4.849186328125,4.8641927734375,4.8761979296875,"[4.79754296875, 4.794150390625, 4.80560693359375, 4.80206103515625, 4.79166845703125, 4.8458515625, 4.79517041015625, 4.7800185546875, 4.87919921875, 4.832607421875]",tokens/s,13.091214588002764,kWh,0.0001496037408709526,0.00025234645969212256,0.00021862142489794678,0.0006205716254610219,tokens/kWh,101519.30480739813,,s,629,52.581035949707015,0.08359465174834185,0.0599582240446718,0.07609855651855468,0.07759400787353515,0.07895982360839844,0.5803453637695313,"[0.07709798431396485, 0.07670476531982422, 0.0763351058959961, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 49, 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,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-neo-1.3B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1313.19808,2617.245696,1690.304512,1157.627904,1117.745152,s,10,0.7371704635620118,0.07371704635620117,0.01083752419751225,0.06686020660400391,0.0912388687133789,0.09192784881591796,0.09247903289794922,"[0.06809257507324219, 0.0866410903930664, 0.06609769439697266, 0.06624291229248047, 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4bit-bnb-eager,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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 64, in run
    report = scenario.run(backend)
  File ""/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 117, in run
    _ = backend.generate(self.inputs, self.config.generate_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 369, in generate
    return self.pretrained_model.generate(**inputs, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 1576, in generate
    result = self._greedy_search(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 2494, in _greedy_search
    outputs = self(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1211, in forward
    outputs = self.model(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1018, in forward
    layer_outputs = decoder_layer(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 741, in forward
    hidden_states, self_attn_weights, present_key_value = self.self_attn(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
TypeError: DeciCoderAttention.forward() got an unexpected keyword argument 'cache_position'

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,3029.143552,46120.566784,45193.6256,44660.948992,44278.59968,s,10,29.076651611328124,2.9076651611328126,0.0017347132215549653,2.9073160400390625,2.9095977783203124,2.9099301147460936,2.9101959838867186,"[2.906329833984375, 2.907560302734375, 2.90937744140625, 2.910262451171875, 2.90952392578125, 2.90707177734375, 2.90562646484375, 2.9051005859375, 2.906490478515625, 2.909308349609375]",tokens/s,88.04315002359611,kWh,9.200746715068818e-05,0.0001536172163092342,0.00022173381627794698,0.00046735849973786943,tokens/kWh,547759.3756047755,MB,3029.143552,46120.566784,45193.6256,44660.948992,44278.60224,s,10,112.00551855468751,11.200551855468749,0.014533658585313641,11.19376806640625,11.217722070312501,11.2237619140625,11.228593789062499,"[11.2163798828125, 11.183009765625, 11.2298017578125, 11.190439453125, 11.2119453125, 11.1964404296875, 11.191095703125, 11.190349609375, 11.187, 11.209056640625]",tokens/s,5.62472285410114,kWh,0.0003495225504040717,0.0005870326018848084,0.0006825852127349207,0.001619140365023801,tokens/kWh,38909.53580116195,,s,629,137.99478375244138,0.21938757353329313,0.3458234550846553,0.1775267791748047,0.17788723754882813,0.17815347290039063,3.0883628515624997,"[0.1772288055419922, 0.17727693176269532, 0.17726258850097656, 0.17726463317871094, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm-20b,internlm/internlm-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2-large,openai-community/gpt2-large,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1761.591296,8732.540928,7805.599744,7272.923136,6859.689984,s,10,2.830849426269531,0.2830849426269531,0.00023905859231871618,0.28308450317382816,0.2833002136230469,0.28345572509765626,0.28358013427734374,"[0.2836112365722656, 0.28316607666015625, 0.28326565551757815, 0.2830667419433594, 0.28264483642578125, 0.28310226440429687, 0.2829171142578125, 0.2830411376953125, 0.28312127685546873, 0.2829130859375]",tokens/s,904.3222067001797,kWh,9.034706226416996e-06,1.513925494320219e-05,2.150071561410576e-05,4.5674676783724945e-05,tokens/kWh,5604856.301713762,MB,1761.591296,8732.540928,7805.599744,7272.923136,6859.692544,s,10,38.67467749023438,3.8674677490234375,0.027374502707116645,3.870135375976562,3.9068700439453123,3.909847009277344,3.9122285815429687,"[3.874821044921875, 3.8459228515625, 3.84259619140625, 3.831861572265625, 3.833287109375, 3.881185302734375, 3.880521240234375, 3.90620849609375, 3.86544970703125, 3.912823974609375]",tokens/s,16.289728599781586,kWh,0.00012154675466673716,0.00020395559041008716,0.0001453416400879957,0.00047084398516482,tokens/kWh,133802.28267744932,,s,629,41.15813378143313,0.06543423494663451,0.033703171286845086,0.06118092727661133,0.06247628707885742,0.06336061401367188,0.34435203369140627,"[0.06368153762817383, 0.06197555160522461, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/pythia-2.7b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1341.329408,4089.4464,3162.505216,2629.828608,2358.10048,s,10,1.2753762588500976,0.12753762588500978,0.0046666703900709984,0.12539278411865235,0.1310141891479492,0.13580786056518554,0.1396427976989746,"[0.12797945404052735, 0.1244642562866211, 0.1250844497680664, 0.12994892883300782, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-0.5B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1485.29152,2489.319424,1562.37824,1029.701632,943.532032,s,10,0.6091537590026855,0.060915375900268555,0.0009898633524719946,0.060913200378417964,0.0622905502319336,0.06234407424926758,0.062386893463134765,"[0.06227865600585938, 0.05956105422973633, 0.060950817108154295, 0.06108422470092773, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-2b,google/gemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-125m,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1250.226176,1671.430144,744.48896,211.812352,169.494528,s,10,0.25033011054992677,0.025033011054992678,0.0007813275895379663,0.02488153553009033,0.026050224304199218,0.026137127876281738,0.026206650733947755,"[0.025941055297851564, 0.024639871597290038, 0.024511360168457032, 0.02603091239929199, 0.026224031448364257, 0.025275936126708986, 0.024523712158203124, 0.024254335403442382, 0.025123199462890624, 0.023805696487426756]",tokens/s,10226.496502462991,kWh,7.890036361980675e-07,1.3026832610582653e-06,9.845775729621481e-07,3.076264470218481e-06,tokens/kWh,83217812.53801578,MB,1250.226176,1671.430144,744.48896,211.812352,178.50368,s,10,12.405747192382812,1.2405747192382814,0.026624625902863786,1.244837890625,1.2752854614257814,1.279294647216797,1.2825019958496096,"[1.2833038330078126, 1.2410079345703124, 1.227296630859375, 1.2567137451171875, 1.2486678466796874, 1.27439453125, 1.25065869140625, 1.2210684814453125, 1.206430908203125, 1.19620458984375]",tokens/s,50.78291458226901,kWh,3.840088862602232e-05,6.382449918504514e-05,3.950495481383827e-05,0.00014173034262490576,tokens/kWh,444506.08693391556,,s,629,12.609260520935067,0.020046519111184515,0.0032786048671218115,0.019526655197143555,0.02035015678405762,0.02083327980041504,0.044456181182861335,"[0.020817920684814452, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-350m,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1260.17536,1826.619392,899.678208,367.0016,281.15456,s,10,0.47469347000122064,0.04746934700012207,0.001099723042339777,0.047646335601806644,0.04860340385437012,0.0491234468460083,0.04953948123931885,"[0.049643489837646486, 0.04848783874511719, 0.047779678344726566, 0.04775004959106445, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1352.507392,10573.840384,9646.8992,9114.222592,8556.995072,s,10,5.071551818847656,0.5071551818847656,0.00437787566212291,0.505220733642578,0.5136526123046875,0.5155302856445312,0.5170324243164062,"[0.517407958984375, 0.5071699523925781, 0.5044429626464844, 0.503552734375, 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4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2,openai-community/gpt2,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Salesforce/codegen-6B-nl,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1344.741376,6754.926592,5827.985408,5295.3088,5007.20896,s,10,2.886573638916015,0.28865736389160157,0.0019446557478540935,0.2879938507080078,0.28901185607910157,0.2917439498901367,0.29392962493896485,"[0.29447604370117186, 0.2880066223144531, 0.2878902587890625, 0.2879917907714844, 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4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2194.685952,5995.757568,5068.816384,4536.139776,4256.121856,s,10,1.4822293701171874,0.14822293701171874,0.014834612515344806,0.1407217254638672,0.17689354095458984,0.17798552017211913,0.17885910354614257,"[0.14182015991210936, 0.14077818298339845, 0.17907749938964843, 0.17665087890625, 0.14051539611816405, 0.14065840148925782, 0.14066117858886718, 0.14062422180175782, 0.14071577453613282, 0.14072767639160155]",tokens/s,1727.128102850642,kWh,4.54975643328258e-06,7.50897219112787e-06,1.0281508224352365e-05,2.2340236848762814e-05,tokens/kWh,11459144.400887456,MB,2194.685952,5995.757568,5068.816384,4536.139776,4291.034624,s,10,47.90488134765625,4.790488134765625,0.0849436150570752,4.77185009765625,4.898889599609375,4.926548559570312,4.9486757275390625,"[4.8419736328125, 4.6949404296875, 4.71741064453125, 4.84487158203125, 4.8927431640625, 4.77653076171875, 4.71994873046875, 4.95420751953125, 4.69508544921875, 4.76716943359375]",tokens/s,13.151060649288567,kWh,0.00015080974644848276,0.00025321279578005915,0.00014588400559887305,0.0005499065478274149,tokens/kWh,114564.92061951624,,s,629,49.16707426452638,0.07816704970512936,0.018034721015045524,0.07510015869140625,0.07869645080566406,0.08099328002929687,0.2162811688232422,"[0.07745740509033203, 0.0777154541015625, 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0.07465779113769531, 0.07502950286865234, 0.07698226928710937, 0.07674163055419922, 0.07764991760253906, 0.07596646118164062, 0.0747540512084961, 0.07470489501953125, 0.07499980926513672, 0.0747325439453125, 0.07459532928466797, 0.07418367767333985, 0.07436799621582031, 0.0744427490234375, 0.07409664154052735, 0.0746792984008789, 0.0742287368774414, 0.07517081451416016, 0.0742287368774414, 0.07414169311523437, 0.07396659088134766, 0.07399116516113281, 0.07452057647705078, 0.07443865966796875, 0.07491686248779297, 0.07518515014648437, 0.07514931488037109, 0.07515545654296875, 0.07535923004150391, 0.07771647644042969, 0.07754239654541016, 0.08084889221191406, 0.07762329864501953, 0.07713382720947265, 0.08049561309814453, 0.07667916870117188, 0.07669452667236328, 0.0775546875, 0.07875788879394531, 0.07425433349609376, 0.07470387268066406, 0.07813017272949219, 0.07783526611328125, 0.0769249267578125, 0.07709081268310547, 0.07752294158935547, 0.07704268646240234, 0.07477145385742187, 0.0745502700805664, 0.07393587493896485, 0.07506944274902344, 0.07590502166748046, 0.07585382080078125, 0.07522099304199219, 0.0748584976196289]",tokens/s,12.793114282454228,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm2-20b,internlm/internlm2-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/phi-1_5,microsoft/phi-1_5,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,1937.076224,13004.439552,12077.498368,11544.82176,11094.616064,s,10,5.002529785156249,0.5002529785156249,0.00022615971779638283,0.5001792602539062,0.5006437225341797,0.5006866378784179,0.5007209701538086,"[0.5006341857910156, 0.5000642700195312, 0.500112060546875, 0.5007295532226562, 0.5002706909179687, 0.500035400390625, 0.500144287109375, 0.5002142333984375, 0.5001066589355468, 0.5002184448242187]",tokens/s,511.7410810018877,kWh,1.616513356566429e-05,2.656997308807646e-05,3.899785064334083e-05,8.173295729708158e-05,tokens/kWh,3132151.44130287,MB,1937.076224,13004.439552,12077.498368,11544.82176,11094.618624,s,10,45.70236376953125,4.570236376953125,0.020839301966366613,4.563505126953125,4.59816396484375,4.61031220703125,4.62003080078125,"[4.55610888671875, 4.5688291015625, 4.56565283203125, 4.62246044921875, 4.56518603515625, 4.5521171875, 4.5570244140625, 4.56182421875, 4.5576962890625, 4.59546435546875]",tokens/s,13.784844984757813,kWh,0.0001437732271850109,0.00023974640989572307,0.0002138808238811407,0.0005974004609618747,tokens/kWh,105456.8988757787,,s,629,50.1301912841797,0.07969823733573878,0.05949713095492364,0.0723947525024414,0.07310070037841797,0.07348654022216797,0.57276912109375,"[0.07268863677978515, 0.07239987182617187, 0.07223091125488282, 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4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,1551.233024,10567.548928,9640.607744,9107.931136,8963.121152,s,10,6.191430908203126,0.6191430908203126,0.00492387937137032,0.6175096130371094,0.6233414245605469,0.6275461395263672,0.6309099114990234,"[0.6317508544921875, 0.6167314453125, 0.614298095703125, 0.6224070434570312, 0.6163533325195313, 0.6191119384765625, 0.6153391723632813, 0.6217313842773438, 0.6154198608398438, 0.6182877807617188]",tokens/s,413.4746939690815,kWh,1.9768055747537054e-05,3.2340280100080065e-05,2.412420230471338e-05,7.623253815233049e-05,tokens/kWh,3358146.0909572756,MB,1551.233024,10567.548928,9640.607744,9107.931136,8963.123712,s,10,363.74294921875,36.37429492187499,0.11154626786141278,36.367537109375,36.502158203125,36.5673642578125,36.6195291015625,"[36.24193359375, 36.348765625, 36.2653671875, 36.25515625, 36.35872265625, 36.3891328125, 36.38728125, 36.3763515625, 36.48766796875, 36.6325703125]",tokens/s,1.7319923351177504,kWh,0.0011355528732433038,0.001904881992755162,0.0010984164179480079,0.004138851283946474,tokens/kWh,15221.61480997411,,s,629,368.730311584473,0.5862167115810376,0.07340934763601312,0.57547265625,0.5853450439453125,0.5971843139648438,1.1904878173828124,"[0.572274658203125, 0.5727969360351562, 0.5717954711914063, 0.5705328369140625, 0.5676318969726563, 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4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1968.39424,13004.439552,12077.498368,11544.82176,11094.616064,s,10,5.011962127685547,0.5011962127685547,0.0008642938008601128,0.5011017303466796,0.5020865112304688,0.5023873718261719,0.5026280603027343,"[0.5001102600097657, 0.49997039794921877, 0.5007107238769531, 0.5005022583007812, 0.500778564453125, 0.5019446105957032, 0.5020196533203125, 0.5014248962402343, 0.502688232421875, 0.5018125305175781]",tokens/s,510.7780016650228,kWh,1.6793742775917053e-05,2.708875493162876e-05,3.920304525024676e-05,8.308554295779257e-05,tokens/kWh,3081161.7868351405,MB,1968.39424,13004.439552,12077.498368,11544.82176,11094.618624,s,10,46.30151171875,4.630151171875,0.02344784217333455,4.633357177734375,4.66037138671875,4.662488671875,4.6641825,"[4.6248828125, 4.65990087890625, 4.59831787109375, 4.62041064453125, 4.6317666015625, 4.66460595703125, 4.63494775390625, 4.58530322265625, 4.63676123046875, 4.64461474609375]",tokens/s,13.606467188950955,kWh,0.00014341245293617252,0.00024174980109531474,0.00020683437380455413,0.0005919966278360413,tokens/kWh,106419.52510825518,,s,629,50.73892871093751,0.08066602338781796,0.059579739925569086,0.0729886703491211,0.07604981842041016,0.07656099700927735,0.5740572094726563,"[0.0732968978881836, 0.07345970916748047, 0.07319142150878906, 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0.0730439682006836, 0.07256269073486328, 0.07340338897705079, 0.07312895965576172, 0.07271833801269531, 0.07271218872070312]",tokens/s,12.396793073488958,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 64, in run
    report = scenario.run(backend)
  File ""/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 117, in run
    _ = backend.generate(self.inputs, self.config.generate_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 369, in generate
    return self.pretrained_model.generate(**inputs, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 1576, in generate
    result = self._greedy_search(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 2494, in _greedy_search
    outputs = self(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1211, in forward
    outputs = self.model(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1018, in forward
    layer_outputs = decoder_layer(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 741, in forward
    hidden_states, self_attn_weights, present_key_value = self.self_attn(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
TypeError: DeciCoderAttention.forward() got an unexpected keyword argument 'cache_position'

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2335.00672,46120.566784,45193.6256,44660.948992,44278.468608,s,10,28.845622558593753,2.884562255859375,0.0034879057217524997,2.8841007080078125,2.8891359375,2.8894982666015627,2.8897881298828128,"[2.878040771484375, 2.88212255859375, 2.881867919921875, 2.882786376953125, 2.883317138671875, 2.88488427734375, 2.885740478515625, 2.889055419921875, 2.887947021484375, 2.889860595703125]",tokens/s,88.74830123010534,kWh,9.197668060660363e-05,0.00015364019149380408,0.00022047292637807913,0.0004660897984784869,tokens/kWh,549250.3822990584,MB,2335.00672,46120.566784,45193.6256,44660.948992,44278.471168,s,10,110.5939716796875,11.05939716796875,0.010609128789502657,11.05530322265625,11.07293154296875,11.074240673828125,11.075287978515625,"[11.0564130859375, 11.0755498046875, 11.0514404296875, 11.070220703125, 11.04832421875, 11.0474892578125, 11.06904296875, 11.0486572265625, 11.072640625, 11.054193359375]",tokens/s,5.696513023554885,kWh,0.00034464763402938846,0.0005786937616465032,0.0006632720583922946,0.0015866134540681862,tokens/kWh,39707.21402775431,,s,629,136.3827659149169,0.2168247470825389,0.3431527558961036,0.17533541870117186,0.17554226684570312,0.1756301300048828,3.0628022656250002,"[0.17511424255371094, 0.1751531524658203, 0.17508248901367188, 0.17509989929199218, 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4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm-20b,internlm/internlm-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2-large,openai-community/gpt2-large,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-7B,,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1710.153728,8732.540928,7805.599744,7272.923136,6859.558912,s,10,2.808311767578125,0.2808311767578125,0.0003170231685905636,0.28091905212402346,0.2810618286132812,0.2810736389160156,0.2810830871582031,"[0.2810592041015625, 0.2799432373046875, 0.28073876953125, 0.28108544921875, 0.28101541137695313, 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4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,01-ai/Yi-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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,493eda1d90bf45ec752ed6de8306d15ca397cc3c,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1287.368704,6104.809472,5177.868288,4645.19168,4344.057856,s,10,2.3782629241943356,0.23782629241943357,0.0009051897058952557,0.2373234405517578,0.23911007080078125,0.23946311645507812,0.23974555297851563,"[0.2381653747558594, 0.239816162109375, 0.23711859130859375, 0.23718646240234376, 0.23730316162109374, 0.2373437194824219, 0.2390316162109375, 0.23691459655761718, 0.2381287078857422, 0.23725453186035156]",tokens/s,1076.4158890746826,kWh,7.558642753532955e-06,1.2678010158681614e-05,1.8354300398944663e-05,3.8590953311159235e-05,tokens/kWh,6633679.088875299,MB,1287.368704,6104.743936,5177.868288,4645.19168,4344.060416,s,10,42.6327392578125,4.26327392578125,0.12569876550487039,4.23046728515625,4.364569873046875,4.482147973632812,4.576210454101562,"[4.33844140625, 4.59972607421875, 4.24304248046875, 4.1206494140625, 4.18931640625, 4.22556982421875, 4.1792587890625, 4.23536474609375, 4.29164111328125, 4.20972900390625]",tokens/s,14.777375579603456,kWh,0.00013406729730112215,0.00022381948579007577,0.00016776951515945862,0.0005256562982506565,tokens/kWh,119850.17626471733,,s,629,44.70617396545407,0.07107499835525294,0.035505062303795264,0.06562713623046874,0.07237427368164062,0.07659929351806641,0.30183562255859375,"[0.06699520111083984, 0.06577356719970703, 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4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-2b,google/gemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2,openai-community/gpt2,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 49, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1213.636608,69604.47488,68677.533696,68136.46848,67195.116544,s,10,1.7454222564697268,0.1745422256469727,0.0032457169552800166,0.17333150482177734,0.1770101608276367,0.18035768814086914,0.18303570999145508,"[0.18370521545410157, 0.17280911254882814, 0.172970458984375, 0.17222486877441406, 0.1731770935058594, 0.17249302673339845, 0.1739503631591797, 0.17348591613769532, 0.17433993530273437, 0.17626626586914063]",tokens/s,1466.6937988849927,kWh,5.99158709903933e-06,9.972781168248174e-06,1.1978038932035284e-05,2.7942407199322785e-05,tokens/kWh,9161701.716457859,MB,1213.636608,69646.41792,68719.476736,68178.41152,68003.561472,s,10,106.1053916015625,10.61053916015625,0.11279959895239355,10.621453125,10.72641904296875,10.778121142578124,10.819482822265625,"[10.619455078125, 10.463990234375, 10.4511806640625, 10.5337099609375, 10.530353515625, 10.623451171875, 10.7149296875, 10.638341796875, 10.8298232421875, 10.70015625]",tokens/s,5.937492812483269,kWh,0.00035767631301621226,0.0006004156152553746,0.000505934597621284,0.001464026525892871,tokens/kWh,43032.00719780536,,s,629,107.48623773193367,0.17088432071849538,0.021061999256340367,0.16749772644042968,0.17201193237304688,0.1747996612548828,0.33983476684570313,"[0.20336026000976562, 0.1811742706298828, 0.16732672119140626, 0.166972412109375, 0.16696115112304688, 0.16694989013671874, 0.167552001953125, 0.16890675354003906, 0.1676011505126953, 0.16898252868652344, 0.16847769165039062, 0.16790322875976563, 0.1669795837402344, 0.16661811828613282, 0.16597605895996093, 0.1668474884033203, 0.16644198608398436, 0.16687513732910156, 0.16902963256835937, 0.16979763793945313, 0.17608499145507814, 0.1726904296875, 0.17194598388671875, 0.17172787475585938, 0.16609791564941406, 0.16724172973632812, 0.16609689331054686, 0.16624742126464845, 0.16739328002929688, 0.16726016235351562, 0.16656793212890625, 0.1669171142578125, 0.16781925964355468, 0.16754789733886719, 0.16627302551269532, 0.17148416137695313, 0.16789299011230469, 0.16857907104492187, 0.16959078979492187, 0.16880230712890626, 0.16813772583007813, 0.16707174682617187, 0.16862002563476564, 0.1673297882080078, 0.16686181640625, 0.16419020080566407, 0.16512101745605468, 0.16495616149902342, 0.16619007873535158, 0.16764620971679686, 0.16718028259277343, 0.16747314453125, 0.16665087890625, 0.16688435363769533, 0.16698471069335938, 0.16622079467773437, 0.16480767822265624, 0.1656637420654297, 0.16546202087402342, 0.16583168029785156, 0.16596070861816406, 0.1680015411376953, 0.33962905883789063, 0.1662044219970703, 0.16849203491210937, 0.16827084350585939, 0.16544358825683594, 0.16599346923828126, 0.16628326416015626, 0.1662433319091797, 0.16677580261230468, 0.16685977172851563, 0.1673246765136719, 0.16597811889648437, 0.16646246337890624, 0.16446258544921874, 0.16392601013183594, 0.16398745727539063, 0.16524082946777344, 0.16563711547851562, 0.16566680908203124, 0.16569549560546876, 0.1668536376953125, 0.1664040985107422, 0.167151611328125, 0.1667389373779297, 0.16649420166015624, 0.16385331726074218, 0.16544256591796874, 0.1655767059326172, 0.166181884765625, 0.16705638122558594, 0.16622898864746094, 0.16753561401367187, 0.16651263427734375, 0.16674610900878906, 0.16585420227050782, 0.16591360473632813, 0.16480665588378907, 0.16451583862304686, 0.1655531463623047, 0.16585728454589843, 0.16693043518066406, 0.16804966735839844, 0.16782540893554687, 0.16652902221679688, 0.16733287048339843, 0.1646612548828125, 0.1648363494873047, 0.16659353637695312, 0.16596890258789063, 0.16543948364257813, 0.1668802490234375, 0.1666129913330078, 0.16637440490722658, 0.16631398010253906, 0.16659762573242187, 0.16647782897949218, 0.16538111877441405, 0.1635440673828125, 0.16432640075683594, 0.16550706481933594, 0.16568934631347657, 0.16632012939453125, 0.1668362274169922, 0.3403908996582031, 0.16632832336425782, 0.16598118591308594, 0.16603135681152345, 0.16509030151367188, 0.16585728454589843, 0.16784588623046875, 0.16650956726074218, 0.16540774536132813, 0.16629248046875, 0.16719769287109376, 0.16678501892089845, 0.168447998046875, 0.1671710662841797, 0.16636723327636718, 0.16410829162597657, 0.16380621337890625, 0.16448614501953124, 0.1653606414794922, 0.16605696105957032, 0.16730931091308593, 0.16671743774414063, 0.16738304138183593, 0.1663846435546875, 0.16570060729980468, 0.16412876892089845, 0.16353485107421875, 0.1640069122314453, 0.1654405059814453, 0.16538522338867187, 0.1658470458984375, 0.16671128845214844, 0.16682188415527344, 0.1660518341064453, 0.1675509796142578, 0.1674905548095703, 0.1649776611328125, 0.1645711364746094, 0.16495001220703126, 0.16525004577636718, 0.1649418182373047, 0.16608767700195312, 0.16651980590820312, 0.16635494995117187, 0.16609689331054686, 0.1675141143798828, 0.16761958312988282, 0.16505754089355468, 0.16502680969238281, 0.16464997863769532, 0.16494898986816406, 0.16568524169921875, 0.1664143371582031, 0.16625970458984374, 0.1665259552001953, 0.16759603881835938, 0.16586444091796876, 0.16460185241699218, 0.16399360656738282, 0.1634508819580078, 0.16497459411621093, 0.1658101806640625, 0.16644505310058594, 0.33991476440429685, 0.16744140625, 0.16623513793945313, 0.16758169555664063, 0.19957452392578126, 0.18269798278808594, 0.16864154052734376, 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8bit-bnb-eager,pytorch,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-4B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,5600.29696,7547.584512,6620.708864,6079.643648,5755.121664,s,10,1.3897274017333985,0.13897274017333983,0.0035324346044875456,0.13852313232421876,0.14171993865966798,0.14468953628540038,0.14706521438598633,"[0.1476591339111328, 0.1409277801513672, 0.14106002807617188, 0.13854556274414062, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm2-20b,internlm/internlm2-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/phi-1_5,microsoft/phi-1_5,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-j-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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,f132dd7713c1ce9c9543de7ad48f6168fc856069,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1333.833728,8426.356736,7499.415552,6958.350336,6806.892032,s,10,0.9993126220703125,0.09993126220703126,0.008158194693096846,0.0986041603088379,0.10556408538818358,0.11259381790161131,0.11821760391235352,"[0.10252627563476563, 0.10400192260742187, 0.09397917175292969, 0.09352159881591797, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,1908.391936,18876.465152,17949.523968,17408.458752,17027.253248,s,10,1.3768799591064453,0.13768799591064454,0.009767968243220947,0.1339886245727539,0.14296461029052734,0.15440327987670896,0.1635542155456543,"[0.1404226837158203, 0.13182246398925782, 0.1325335388183594, 0.13228536987304687, 0.13274012756347656, 0.16584194946289063, 0.1344249267578125, 0.134129150390625, 0.13883164978027343, 0.13384809875488282]",tokens/s,1859.276099611011,kWh,4.34857706228892e-06,7.0524452478515975e-06,6.139245651866077e-06,1.7540267962006596e-05,tokens/kWh,14594987.97592564,MB,1908.391936,18876.465152,17949.523968,17408.458752,17162.982912,s,10,83.21702148437501,8.3217021484375,0.11765369999405678,8.27317431640625,8.391700195312499,8.525882812499999,8.633228906249999,"[8.2530048828125, 8.3119072265625, 8.2591044921875, 8.27981640625, 8.2506552734375, 8.261185546875, 8.2665322265625, 8.3618818359375, 8.6600654296875, 8.3128681640625]",tokens/s,7.570566559129854,kWh,0.00025800150682528817,0.00043181251729705014,0.0003081423113326309,0.0009979563354549693,tokens/kWh,63129.01452875514,,s,629,84.3147181396486,0.13404565681979086,0.016976847727980658,0.13116621398925782,0.13610516967773437,0.13764587707519532,0.26444821289062503,"[0.13910118103027344, 0.132316162109375, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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`

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-neo-1.3B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2576.09728,3219.12832,2292.187136,1751.12192,1611.279872,s,10,0.7074849624633789,0.07074849624633787,0.0024065656709393777,0.07016196823120117,0.07280486526489258,0.07506768150329589,0.07687793449401856,"[0.07733049774169921, 0.07032953643798828, 0.07230201721191407, 0.07070758056640625, 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0.06951628875732421, 0.06890188598632813, 0.06910771179199218, 0.06868582153320313, 0.06909439849853516]",tokens/s,14.170621527724288,,,True
8bit-bnb-eager,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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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`

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-30b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1214.042112,33013.366784,32086.4256,31545.360384,30993.042432,s,10,1.2742058486938477,0.12742058486938476,0.0024884433736902787,0.12654268646240235,0.13147539978027345,0.13190110626220702,0.1322416714477539,"[0.13232681274414063, 0.12662521362304688, 0.12826383972167968, 0.12766828918457032, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1965.907968,18876.465152,17949.523968,17408.458752,17027.253248,s,10,1.3682816467285157,0.13682816467285158,0.012471456009803011,0.13335692596435547,0.13833141326904294,0.15619961166381832,0.17049417037963868,"[0.17406781005859376, 0.13359120178222655, 0.13436070251464843, 0.1340010528564453, 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0.13237452697753907]",tokens/s,7.523471074893216,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 64, in run
    report = scenario.run(backend)
  File ""/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 117, in run
    _ = backend.generate(self.inputs, self.config.generate_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 369, in generate
    return self.pretrained_model.generate(**inputs, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 1576, in generate
    result = self._greedy_search(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 2494, in _greedy_search
    outputs = self(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1211, in forward
    outputs = self.model(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1018, in forward
    layer_outputs = decoder_layer(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 741, in forward
    hidden_states, self_attn_weights, present_key_value = self.self_attn(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
TypeError: DeciCoderAttention.forward() got an unexpected keyword argument 'cache_position'

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2943.44704,79716.941824,78790.00064,78248.935424,77071.059968,s,10,2.6794642333984373,0.26794642333984375,0.006738786995694232,0.26552618408203127,0.27944144287109374,0.2810962860107422,0.28242016052246094,"[0.27907369995117187, 0.2627379150390625, 0.26771099853515623, 0.2655558776855469, 0.2640198059082031, 0.2657264404296875, 0.26503103637695313, 0.26549649047851565, 0.28275112915039063, 0.26136083984375]",tokens/s,955.4148803669912,kWh,9.044023180330123e-06,1.435752529589834e-05,1.658610936503366e-05,3.9987657841262124e-05,tokens/kWh,6401975.354901654,MB,2943.44704,79737.913344,78810.97216,78269.906944,77840.72192,s,10,166.2940625,16.62940625,0.05253746211839934,16.6090048828125,16.7027845703125,16.72305830078125,16.73927728515625,"[16.604529296875, 16.56724609375, 16.698279296875, 16.58700390625, 16.74333203125, 16.596087890625, 16.592171875, 16.658212890625, 16.61348046875, 16.63371875]",tokens/s,3.7884695973435614,kWh,0.0005188151266929266,0.0008711422815710827,0.0006869272590050342,0.0020768846672690436,tokens/kWh,30333.894314334048,,s,629,168.42433619689933,0.26776524037662863,0.03219586157280132,0.2631034851074219,0.2675191833496094,0.27152691650390626,0.5278734423828126,"[0.2674524230957031, 0.26385614013671876, 0.2636021728515625, 0.26011749267578127, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm-20b,internlm/internlm-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 563, in from_pretrained
    return model_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/modeling_utils.py"", line 3735, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/big_modeling.py"", line 419, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 608, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 157, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 275, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/utils/modeling.py"", line 420, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/nn/modules.py"", line 606, in to
    return self.cuda(device)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/nn/modules.py"", line 579, in cuda
    CB, CBt, SCB, SCBt, coo_tensorB = bnb.functional.double_quant(B)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/functional.py"", line 2524, in double_quant
    out_row = torch.zeros(A.shape, device=device, dtype=torch.int8)
torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Salesforce/codegen-16B-nl,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1371.635712,18933.02272,18006.147072,17465.081856,17136.974848,s,10,0.8649826660156252,0.08649826660156251,0.002040490794672616,0.08578212738037108,0.08734882125854491,0.08985032920837402,0.0918515355682373,"[0.09235183715820312, 0.08672774505615234, 0.0854525146484375, 0.0863535385131836, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2-large,openai-community/gpt2-large,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,3316.211712,11582.570496,10655.629312,10114.564096,9989.950464,s,10,1.0555830612182615,0.10555830612182615,0.002717517783711567,0.10467198181152343,0.10640272827148436,0.11000392303466797,0.11288487884521485,"[0.11360511779785157, 0.10464579010009765, 0.10449129486083984, 0.10560246276855469, 0.1047911376953125, 0.10469817352294922, 0.1051412124633789, 0.10434326171875, 0.1039334716796875, 0.10433113861083984]",tokens/s,2425.1999620432257,kWh,3.4433790361103804e-06,5.743666737278676e-06,4.159592699653805e-06,1.3346638473042862e-05,tokens/kWh,19180859.69864705,MB,3316.211712,11582.570496,10655.629312,10114.564096,10046.339584,s,10,65.1716826171875,6.51716826171875,0.024191302249733617,6.513810791015626,6.5342087890625,6.555919091796875,6.573287333984375,"[6.4949990234375, 6.52938427734375, 6.48420458984375, 6.51490283203125, 6.51271875, 6.52842333984375, 6.57762939453125, 6.50171533203125, 6.5085166015625, 6.5191884765625]",tokens/s,9.666775119196513,kWh,0.0002084086722815814,0.00034866377449948465,0.00021671352844002147,0.0007737859752210874,tokens/kWh,81417.86232556042,,s,629,66.00024365997314,0.10492884524638019,0.012707269588764744,0.10325094604492188,0.10440130615234375,0.10548182983398438,0.2075448962402344,"[0.10746265411376953, 0.10535116577148437, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-neox-20b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1330.765824,24182.259712,23255.318528,22714.253312,22168.6656,s,10,1.2526152038574219,0.12526152038574218,0.012079098799485873,0.12154043197631836,0.14575505065917968,0.14602655029296877,0.14624375,"[0.14629804992675782, 0.14569471740722656, 0.11680560302734375, 0.1152949447631836, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2101.702656,2650.800128,1723.858944,1182.793728,1096.737792,s,10,0.8172552947998045,0.08172552947998046,0.0044774464655802345,0.07998497772216798,0.08664575271606445,0.0902059787750244,0.09305415962219238,"[0.0858545913696289, 0.08084438323974609, 0.07878787231445313, 0.07897622680664063, 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0.015195136070251464, 0.015250432014465331, 0.015145983695983887, 0.014892031669616699, 0.015207424163818359, 0.015151103973388673, 0.015221759796142579, 0.014997504234313964, 0.014928895950317383, 0.014923775672912597, 0.015094783782958985, 0.0150763521194458, 0.014971903800964356, 0.014941184043884278, 0.014924799919128418, 0.014927871704101562, 0.014938112258911132, 0.014913536071777344, 0.01490329647064209, 0.014932991981506348, 0.015105024337768554, 0.015204352378845215, 0.015311871528625488, 0.015212544441223145, 0.015286272048950195]",tokens/s,64.82562263593348,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-2b,google/gemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1290.584064,1721.761792,794.820608,253.755392,211.369984,s,10,0.32516349029541014,0.032516349029541015,0.0009138885226574381,0.03224694442749024,0.032638994216918946,0.03394026470184326,0.03498128108978271,"[0.03524153518676758, 0.032039455413818356, 0.032123809814453126, 0.03232217788696289, 0.032349822998046875, 0.032266368865966795, 0.0321038703918457, 0.032159488677978514, 0.03222751998901367, 0.03232944107055664]",tokens/s,7872.962606208485,kWh,1.047414472394257e-06,1.7337437500144234e-06,1.0612971451043056e-06,3.842455367512986e-06,tokens/kWh,66624065.99811594,MB,1290.584064,1721.761792,794.820608,253.755392,220.297728,s,10,20.031900390624997,2.0031900390625,0.01834494536823384,1.9957938842773437,2.0296681274414063,2.037870684814453,2.0444327307128907,"[2.00279833984375, 1.9864564208984374, 1.9883243408203124, 1.996119140625, 2.0460732421875, 1.9954686279296876, 1.9920838623046875, 2.0278453369140625, 1.9900635986328126, 2.00666748046875]",tokens/s,31.449836895896418,kWh,6.368372894257996e-05,0.00010639442166523734,6.210047560414963e-05,0.00023217862621196698,tokens/kWh,271342.8063032998,,s,629,20.287978487014804,0.0322543378171936,0.004010562801430528,0.03163750457763672,0.03217530746459961,0.03288391571044922,0.0640752850341797,"[0.03398758316040039, 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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2,openai-community/gpt2,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-eager,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/pythia-410m,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1926.148096,2264.92416,1337.982976,796.91776,731.670528,s,10,0.6088312950134277,0.06088312950134277,0.005372605292904977,0.05807255935668945,0.06755595016479492,0.06991892051696777,0.07180929679870605,"[0.058485279083251955, 0.05638515090942383, 0.06345891189575195, 0.06703084564208985, 0.05608134460449219, 0.05680307388305664, 0.057659839630126955, 0.05598748779296875, 0.07228189086914062, 0.064657470703125]",tokens/s,4204.777285542688,kWh,1.907991910619395e-06,3.1322820224917097e-06,1.804963415132815e-06,6.84523734824392e-06,tokens/kWh,37398264.95069223,MB,1926.148096,2264.92416,1337.982976,796.91776,771.487232,s,10,36.160470214843755,3.6160470214843747,0.07492839658356798,3.6310989990234375,3.7086374755859377,3.7194723022460936,3.728140163574219,"[3.63622900390625, 3.73030712890625, 3.675456298828125, 3.5059580078125, 3.59391455078125, 3.626396484375, 3.706229736328125, 3.498973876953125, 3.635801513671875, 3.55120361328125]",tokens/s,17.4223398162944,kWh,0.00011391590282853162,0.00019075754405717472,0.00010411053798393476,0.00040878398486964105,tokens/kWh,154115.62666793403,,s,629,36.65336121368403,0.05827243436197787,0.008391683742294228,0.056354816436767576,0.06145105819702149,0.06654095458984378,0.11288903442382814,"[0.057409534454345705, 0.05788876724243164, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 49, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-66b,facebook/opt-66b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-neo-2.7B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,4259.569664,4764.729344,3837.78816,3296.722944,3117.596672,s,10,0.9656901779174805,0.09656901779174805,0.007122669005905455,0.09541496276855468,0.10519820175170898,0.1069309413909912,0.10831713310241699,"[0.10866368103027343, 0.09545859527587891, 0.08617014312744141, 0.09064752197265626, 0.09537133026123047, 0.1029524154663086, 0.10122969818115235, 0.10481314849853515, 0.09149612426757812, 0.08888751983642579]",tokens/s,2650.953751565189,kWh,3.300792163180322e-06,5.424698505494367e-06,3.3072592322776134e-06,1.2032749900952302e-05,tokens/kWh,21275269.751907628,MB,4259.569664,4764.729344,3837.78816,3296.722944,3211.97824,s,10,60.315887695312504,6.0315887695312504,0.1089704167924311,6.02714892578125,6.155581152343751,6.19187822265625,6.22091587890625,"[6.04035205078125, 6.0891123046875, 5.793626953125, 6.01790576171875, 5.98657568359375, 6.005900390625, 5.97033203125, 6.22817529296875, 6.14751513671875, 6.03639208984375]",tokens/s,10.445009168769325,kWh,0.00018970283102436164,0.00031726576680063656,0.00017711496843666392,0.0006840835662616621,tokens/kWh,92094.01176566562,,s,629,61.074001861572235,0.0970969822918478,0.01364784996667161,0.0941107177734375,0.10414940032958984,0.10994688110351564,0.18678681579589862,"[0.0938045425415039, 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0.09256038665771485, 0.09433087921142579, 0.09270783996582031, 0.09445171356201172, 0.09798041534423828, 0.09992806243896485, 0.0943636474609375]",tokens/s,10.298981249430234,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,5596.16,7547.650048,6620.708864,6079.643648,5755.121664,s,10,1.3094883346557615,0.13094883346557615,0.0030078863713619364,0.1301414260864258,0.13214935913085937,0.1358421661376953,0.13879641174316407,"[0.13953497314453125, 0.12796720123291017, 0.12947232055664062, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm2-20b,internlm/internlm2-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-2.7b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,4145.750016,4640.997376,3714.056192,3172.990976,2978.122752,s,10,0.9324846496582031,0.09324846496582032,0.02831330375780463,0.07931135940551759,0.1445961883544922,0.15013438262939452,0.1545649380493164,"[0.08194668579101562, 0.07836319732666015, 0.07750800323486329, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/phi-1_5,microsoft/phi-1_5,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,1914.707968,18880.659456,17953.718272,17412.653056,17029.3504,s,10,1.3254045104980468,0.1325404510498047,0.0028917254244990305,0.13180172729492187,0.13362285766601562,0.1372717330932617,0.1401908334350586,"[0.1409206085205078, 0.1320082550048828, 0.13159519958496094, 0.1315121307373047, 0.13281199645996095, 0.132014404296875, 0.1301248016357422, 0.13105357360839845, 0.13248434448242188, 0.1308791961669922]",tokens/s,1931.485806576914,kWh,4.126428675494697e-06,6.911459474564139e-06,5.798897182791351e-06,1.683678533285019e-05,tokens/kWh,15204802.754152799,MB,1914.707968,18880.659456,17953.718272,17412.653056,17162.139136,s,10,82.7220009765625,8.272200097656249,0.031926783935752746,8.25973828125,8.33052431640625,8.330857861328125,8.331124697265624,"[8.3304501953125, 8.2538271484375, 8.24381640625, 8.2876083984375, 8.23609765625, 8.2621591796875, 8.258169921875, 8.33119140625, 8.261306640625, 8.2573740234375]",tokens/s,7.615869932576909,kWh,0.00025707418783322764,0.0004307997903960524,0.00029982756954086056,0.0009877015477701406,tokens/kWh,63784.45001147397,,s,629,83.76238488769536,0.13316754354164595,0.01584640387708222,0.13109043884277344,0.13241118774414062,0.13297520141601563,0.2618840222167969,"[0.13809254455566405, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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`

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-neo-1.3B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2535.436288,3219.12832,2292.187136,1751.12192,1611.279872,s,10,0.662919708251953,0.06629197082519532,0.0015255492408573978,0.06556803131103515,0.06790681533813477,0.06873206367492675,0.06939226234436036,"[0.06955731201171875, 0.06556758117675782, 0.06453024291992188, 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0.06570700836181641, 0.06595891571044922, 0.06488575744628906, 0.06515916442871093, 0.06482943725585938, 0.0649144287109375]",tokens/s,14.96757060964849,,,True
8bit-bnb-flash_attention_2,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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 49, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code -9
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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0.12816178894042968, 0.12836863708496093, 0.12847410583496094, 0.13038796997070312, 0.13087437438964844, 0.13144268798828124, 0.13058560180664064, 0.12987187194824218, 0.1301985321044922, 0.13063885498046876, 0.13107302856445313, 0.12996607971191407, 0.12836659240722656, 0.12845260620117188, 0.12817100524902345, 0.12845465087890626, 0.12911820983886718, 0.1303592987060547, 0.13054258728027343, 0.13036441040039062, 0.13087641906738282, 0.12996710205078124, 0.1298217010498047, 0.13124301147460937, 0.13075967407226563, 0.1297622985839844, 0.12831539916992188, 0.1284874267578125, 0.12839219665527343, 0.1287352294921875, 0.12862258911132812, 0.12982476806640625, 0.130081787109375, 0.13047193908691407, 0.12961689758300782, 0.12988211059570312, 0.1300930633544922, 0.13022515869140625, 0.12997938537597656, 0.13057843017578125, 0.1293516845703125, 0.1302087707519531, 0.12933427429199218, 0.12935679626464844, 0.1297090606689453, 0.12985139465332032, 0.12986061096191406, 0.12946124267578124, 0.12950630187988282, 0.12993331909179687, 0.13033882141113282]",tokens/s,7.5645110389456,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 64, in run
    report = scenario.run(backend)
  File ""/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 117, in run
    _ = backend.generate(self.inputs, self.config.generate_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 369, in generate
    return self.pretrained_model.generate(**inputs, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 1576, in generate
    result = self._greedy_search(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 2494, in _greedy_search
    outputs = self(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1211, in forward
    outputs = self.model(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1018, in forward
    layer_outputs = decoder_layer(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 741, in forward
    hidden_states, self_attn_weights, present_key_value = self.self_attn(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
TypeError: DeciCoderAttention.forward() got an unexpected keyword argument 'cache_position'

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,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,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,3007.643648,79712.74752,78785.806336,78244.74112,77071.059968,s,10,2.6527149963378904,0.26527149963378904,0.007136257738057383,0.2627024688720703,0.2732651550292968,0.2787741943359375,0.28318142578125,"[0.2842832336425781, 0.2720409240722656, 0.26441226196289064, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm-20b,internlm/internlm-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 563, in from_pretrained
    return model_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/modeling_utils.py"", line 3735, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/big_modeling.py"", line 419, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 608, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 157, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 275, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/utils/modeling.py"", line 420, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/nn/modules.py"", line 606, in to
    return self.cuda(device)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/nn/modules.py"", line 579, in cuda
    CB, CBt, SCB, SCBt, coo_tensorB = bnb.functional.double_quant(B)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/functional.py"", line 2524, in double_quant
    out_row = torch.zeros(A.shape, device=device, dtype=torch.int8)
torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2-large,openai-community/gpt2-large,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-7B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,3870.937088,11561.598976,10634.657792,10093.592576,9989.950464,s,10,1.0638463592529297,0.10638463592529297,0.0023381810497736855,0.10554457473754883,0.10953269424438476,0.11076959342956542,0.11175911277770997,"[0.1120064926147461, 0.1050428466796875, 0.10452646636962891, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,01-ai/Yi-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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,40484fbc84921b66f5da6e6dc8e14a8bfa42b562,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1499.48416,8455.716864,7528.77568,6987.710464,6883.6096,s,10,1.2148573684692383,0.12148573684692383,0.006317817420035748,0.12207531356811524,0.12455088119506835,0.13078075065612793,0.13576464622497558,"[0.11583683013916016, 0.12145811462402344, 0.12287010955810547, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/pythia-2.7b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1797.09952,5205.131264,4278.19008,3737.124864,3502.931968,s,10,0.7845307083129883,0.07845307083129882,0.009327937716821937,0.07407952117919922,0.09339064025878906,0.09591159057617187,0.09792835083007813,"[0.09843254089355469, 0.09283042907714843, 0.0707867202758789, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2106.585088,2650.800128,1723.858944,1182.793728,1096.737792,s,10,0.7996448287963867,0.07996448287963867,0.0018595464367902206,0.079221981048584,0.08182632522583008,0.08326684226989746,0.08441925590515137,"[0.08470735931396485, 0.07884329223632812, 0.07931084442138672, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-2b,google/gemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1250.6112,1721.761792,794.820608,253.755392,210.714624,s,10,0.3076335678100586,0.030763356781005856,0.0006776551422540204,0.03045900821685791,0.03127858200073242,0.03191962738037109,0.03243246368408203,"[0.03256067276000976, 0.030916671752929687, 0.03019539260864258, 0.030428064346313476, 0.03113612747192383, 0.030996480941772462, 0.030489952087402343, 0.030310943603515626, 0.03028390312194824, 0.030315359115600585]",tokens/s,8321.58862969276,kWh,9.951970055467245e-07,1.6390689823188982e-06,1.002814924660324e-06,3.637080912525947e-06,tokens/kWh,70386116.27207612,MB,1250.6112,1721.761792,794.820608,253.755392,219.642368,s,10,19.35813610839844,1.935813610839844,0.01694684909190856,1.931557861328125,1.9563294677734375,1.9651031494140625,1.9721220947265625,"[1.9543797607421876, 1.929643798828125, 1.9738768310546875, 1.9242037353515624, 1.9442818603515626, 1.933471923828125, 1.922529541015625, 1.916458984375, 1.9196143798828125, 1.93967529296875]",tokens/s,32.54445554428545,kWh,6.06900574192637e-05,0.00010111816057408188,5.9853650428593625e-05,0.00022166186842193918,tokens/kWh,284216.6785316356,,s,629,19.601176567077626,0.03116244287293742,0.003776660023501492,0.03062681579589844,0.03115007972717285,0.031798681640625,0.06073958450317383,"[0.031507455825805664, 0.03203481674194336, 0.03232153701782227, 0.03239424133300781, 0.03218841552734375, 0.03196313667297363, 0.03237580871582031, 0.03195289611816406, 0.03197952079772949, 0.03199385643005371, 0.031768575668334964, 0.03235430526733398, 0.031974399566650394, 0.031138816833496095, 0.0307640323638916, 0.030845951080322266, 0.03060223960876465, 0.030409727096557617, 0.03061862373352051, 0.030869504928588868, 0.03094425582885742, 0.03121561622619629, 0.030885887145996094, 0.030923776626586914, 0.030889984130859374, 0.030925823211669923, 0.03080601692199707, 0.030863359451293947, 0.030475263595581056, 0.03060736083984375, 0.03057868766784668, 0.030733312606811523, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/polyglot-ko-12.8b,,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1304.485888,15869.149184,14942.208,14401.142784,14091.235328,s,10,0.9577425689697266,0.09577425689697266,0.009460306183894242,0.09404615783691406,0.10467311630249024,0.11191038398742674,0.11770019813537598,"[0.11914765167236328, 0.10126319885253907, 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8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2,openai-community/gpt2,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1931.22304,2266.955776,1340.080128,799.014912,733.374464,s,10,0.5329274597167968,0.05329274597167969,0.001833086343983804,0.05291468811035156,0.05630071411132812,0.05663123779296875,0.056895656738281244,"[0.05696176147460937, 0.05150185775756836, 0.051526687622070313, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-neo-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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1299.64032,3512.7296,2585.788416,2053.111808,1986.084864,s,10,1.163884735107422,0.11638847351074218,0.012614611239802367,0.11235217666625977,0.11718354492187498,0.13569673004150384,0.15050727813720702,"[0.11306950378417968, 0.1542099151611328, 0.11251344299316406, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2238.984192,5995.757568,5068.816384,4536.139776,4256.121856,s,10,1.5792347259521484,0.15792347259521483,0.003342513340029091,0.15673856353759766,0.1589344482421875,0.1634065704345703,0.16698426818847656,"[0.16787869262695312, 0.15647071838378906, 0.1567123260498047, 0.15651718139648438, 0.15662760925292968, 0.15681404113769531, 0.15676480102539062, 0.15694921875, 0.15794064331054689, 0.15655949401855468]",tokens/s,1621.038315540162,kWh,5.211817248473092e-06,8.368575939556172e-06,1.204449376242366e-05,2.5624886950452927e-05,tokens/kWh,9990287.97648901,MB,2239.311872,5995.757568,5068.816384,4536.139776,4291.034624,s,10,49.29955273437499,4.929955273437499,0.026510832297513838,4.9402788085937495,4.956526904296875,4.9594275146484375,4.961748002929688,"[4.9431357421875, 4.95588232421875, 4.91649560546875, 4.8739658203125, 4.91536279296875, 4.94964453125, 4.94563037109375, 4.937421875, 4.962328125, 4.899685546875]",tokens/s,12.779020600743124,kWh,0.0001536363291007186,0.0002567580621473906,0.00017269401513548443,0.0005830884063835937,tokens/kWh,108045.3655231047,,s,629,50.628603973388735,0.0804906263487896,0.019223636455255256,0.07784754943847656,0.07984434967041015,0.08048701324462891,0.23485661376953124,"[0.08376422119140625, 0.08455372619628906, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm2-20b,internlm/internlm2-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,f132dd7713c1ce9c9543de7ad48f6168fc856069,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1347.198976,6186.5984,5259.657216,4726.980608,4557.524992,s,10,2.835078430175781,0.2835078430175781,0.00048726309482222634,0.28349847412109375,0.28409532775878904,0.2843303939819336,0.2845184469604492,"[0.2840430908203125, 0.2831339111328125, 0.2833812561035156, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1197.682688,3370.123264,2443.18208,1910.505472,1840.543744,s,10,1.1428547973632814,0.11428547973632812,0.00034673253959759327,0.11414414596557618,0.1144788459777832,0.11487511940002441,0.11519213813781738,"[0.11527139282226563, 0.11409270477294922, 0.11432470703125, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/phi-1_5,microsoft/phi-1_5,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-j-6b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1350.488064,6022.955008,5096.07936,4563.402752,4430.53312,s,10,2.479912551879883,0.24799125518798829,0.0019179896461268397,0.2470246276855469,0.2507522186279297,0.25107387084960936,0.2513311926269531,"[0.25068074035644533, 0.24720223999023438, 0.2505502777099609, 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0.06515916442871093, 0.06501478576660157, 0.06490624237060547, 0.06523699188232422, 0.065112060546875, 0.06540493011474609]",tokens/s,14.285068052927032,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,1974.079488,13004.439552,12077.498368,11544.82176,11094.616064,s,10,5.137580108642578,0.5137580108642579,0.004952738531500588,0.5114911804199218,0.5234118774414063,0.5236684631347657,0.5238737316894531,"[0.5233548583984375, 0.5106154174804688, 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0.019902463912963866]",tokens/s,47.505508248804425,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/gpt-neo-1.3B,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1272.46336,2617.245696,1688.20736,1157.627904,1117.61408,s,10,0.6007938537597656,0.060079385375976554,0.00798870946161438,0.057387840270996096,0.060318696212768544,0.07218045101165768,0.08166985485076905,"[0.08404220581054687, 0.05728841781616211, 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2.3562822265625]",tokens/s,26.499686165496705,kWh,7.52122100442648e-05,0.00012565756747398872,7.555603945152513e-05,0.0002764258169697787,tokens/kWh,227909.24773458377,,s,629,24.25091690063476,0.038554716853155424,0.006975771584624842,0.03742310333251953,0.03896831893920898,0.03940884475708008,0.09516609741210938,"[0.039367679595947266, 0.039413761138916016, 0.039182334899902346, 0.039198719024658206, 0.039772159576416014, 0.039206912994384766, 0.03923763275146484, 0.0390748176574707, 0.039795711517333986, 0.03904307174682617, 0.03884236907958984, 0.038817790985107424, 0.03897651290893555, 0.03823923110961914, 0.03785830307006836, 0.037187583923339845, 0.03894988632202148, 0.03737497711181641, 0.03732992172241211, 0.03722956848144531, 0.03725823974609375, 0.037152767181396484, 0.03734425735473633, 0.03735244750976562, 0.03736678314208984, 0.0381030387878418, 0.03913113784790039, 0.03914035034179687, 0.03822489547729492, 0.03821670532226563, 0.03793305587768555, 0.03748044967651367, 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4bit-bnb-flash_attention_2,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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 49, 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,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1203.58912,19639.82848,18712.887296,18180.210688,17680.791552,s,10,13.073587280273438,1.3073587280273438,0.0009350829916377987,1.3073999023437501,1.3084329711914062,1.3086954895019531,1.3089055041503908,"[1.3089580078125, 1.3074442138671876, 1.3060501708984376, 1.3073555908203125, 1.307711669921875, 1.305987060546875, 1.306496337890625, 1.307073974609375, 1.3083746337890625, 1.3081356201171874]",tokens/s,195.81465630804715,kWh,4.28835928440094e-05,7.08540848498195e-05,0.00010025763576209102,0.00021399531345591994,tokens/kWh,1196287.8806349768,MB,1203.58912,19639.82848,18712.887296,18180.210688,17680.794112,s,10,48.87096630859375,4.887096630859375,0.011803284927852223,4.8839248046875,4.907792236328125,4.907826293945313,4.907853540039063,"[4.88066259765625, 4.87164306640625, 4.9078603515625, 4.87815234375, 4.87636474609375, 4.89325341796875, 4.88444873046875, 4.90778466796875, 4.8873955078125, 4.88340087890625]",tokens/s,12.891089486995005,kWh,0.00015216151997447016,0.00025649977017010205,0.0002892190091529301,0.0006978802992975025,tokens/kWh,90273.36072305926,,s,629,60.5553570785523,0.09627242778784141,0.15552257645207096,0.07742259216308593,0.07769886932373048,0.07787581176757813,1.38624724609375,"[0.07820902252197266, 0.0773785629272461, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 64, in run
    report = scenario.run(backend)
  File ""/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 117, in run
    _ = backend.generate(self.inputs, self.config.generate_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 369, in generate
    return self.pretrained_model.generate(**inputs, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 1576, in generate
    result = self._greedy_search(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 2494, in _greedy_search
    outputs = self(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1211, in forward
    outputs = self.model(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1018, in forward
    layer_outputs = decoder_layer(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 741, in forward
    hidden_states, self_attn_weights, present_key_value = self.self_attn(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
TypeError: DeciCoderAttention.forward() got an unexpected keyword argument 'cache_position'

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2986.708992,46120.501248,45193.6256,44660.948992,44278.468608,s,10,29.147839599609377,2.9147839599609378,0.002434655724598332,2.9143863525390623,2.9175380859374997,2.9185048828125,2.9192783203125003,"[2.916453857421875, 2.9173232421875, 2.9194716796875, 2.915528076171875, 2.9160029296875, 2.91324462890625, 2.912654052734375, 2.913107421875, 2.91277001953125, 2.91128369140625]",tokens/s,87.82812157489393,kWh,9.268878325819969e-05,0.00015495256199883056,0.00022156195502702757,0.00046920330028405783,tokens/kWh,545605.7104564619,MB,2986.708992,46120.501248,45193.6256,44660.948992,44278.471168,s,10,132.373115234375,13.237311523437501,0.03355930639093523,13.2392900390625,13.2876556640625,13.29237275390625,13.296146425781249,"[13.29708984375, 13.24653125, 13.286607421875, 13.1958544921875, 13.248958984375, 13.2082890625, 13.25032421875, 13.200439453125, 13.232048828125, 13.2069716796875]",tokens/s,4.759274561791078,kWh,0.0004114139392971993,0.0006904603086541435,0.0007333356422236648,0.0018352098901750077,tokens/kWh,34328.49852067452,,s,629,158.3913594055176,0.2518145618529691,0.3465042589599325,0.20978688049316407,0.21056880493164062,0.21086392517089844,3.1254436035156252,"[0.21010124206542968, 0.21049037170410156, 0.20980224609375, 0.21024461364746094, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm-20b,internlm/internlm-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,3332.05504,67343.679488,66416.80384,65884.127232,65013.927936,s,10,44.67847314453125,4.467847314453126,0.0023380748251085525,4.467388671875,4.471739599609375,4.471963061523438,4.472141831054688,"[4.46912548828125, 4.46508251953125, 4.47168994140625, 4.4656171875, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2-large,openai-community/gpt2-large,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1675.403264,8732.540928,7805.599744,7272.923136,6859.558912,s,10,2.9146180725097652,0.29146180725097653,0.0023586142421596237,0.2905513153076172,0.29302270202636715,0.2956569351196289,0.2977643215942383,"[0.29243731689453123, 0.290326904296875, 0.29829116821289064, 0.29094155883789063, 0.29015072631835936, 0.2903133544921875, 0.2905769348144531, 0.29039300537109375, 0.2906614074707031, 0.29052569580078125]",tokens/s,878.3312037160309,kWh,9.40958388588008e-06,1.570340374076207e-05,2.226895572435109e-05,4.738194335099324e-05,tokens/kWh,5402902.073974001,MB,1675.403264,8732.540928,7805.599744,7272.923136,6859.561472,s,10,39.3737578125,3.93737578125,0.036090156241479314,3.9323668212890626,3.968900122070312,3.997779772949219,4.020883493652343,"[3.940555908203125, 3.924177734375, 3.962482421875, 3.916327880859375, 3.9077060546875, 3.902277587890625, 3.898852294921875, 3.947668701171875, 3.9470498046875, 4.026659423828125]",tokens/s,16.0005047778293,kWh,0.000124352406929521,0.0002077099672029971,0.0001533906848057059,0.00048545305893822393,tokens/kWh,129775.6782865736,,s,629,41.93333148574834,0.06666666372932956,0.034891291767993944,0.06222335815429687,0.06320639953613282,0.06448885803222656,0.3529080346679688,"[0.06212812805175781, 0.06163558578491211, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1302.925312,15743.320064,14816.37888,14283.702272,13411.540992,s,10,8.046074340820313,0.8046074340820313,0.0006411540427690787,0.8049174499511719,0.8052227233886718,0.8053144866943359,0.8053878973388672,"[0.8035430908203125, 0.80540625, 0.803630615234375, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1314.279424,4089.380864,3162.505216,2629.828608,2358.099968,s,10,1.1870651626586912,0.11870651626586912,0.00877723972619849,0.11444323348999023,0.1346200469970703,0.13635543365478514,0.13774374298095704,"[0.1380908203125, 0.11391875457763671, 0.11426716613769532, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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0.009438207626342773, 0.0094136323928833, 0.00940544033050537, 0.009441280364990234, 0.00941977596282959, 0.009451519966125489, 0.009630720138549804, 0.009443327903747559, 0.009377792358398437, 0.00951910400390625, 0.009522175788879395, 0.009477120399475097, 0.009399295806884766, 0.00942796802520752, 0.00942080020904541, 0.00951807975769043, 0.009448448181152343, 0.00963379192352295, 0.009786368370056153, 0.009447423934936524, 0.009443327903747559, 0.00941260814666748, 0.009443327903747559, 0.010091520309448243, 0.010373120307922363, 0.010430463790893555]",tokens/s,98.25440175793261,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-2b,google/gemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/opt-125m,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1220.063232,1671.430144,744.48896,211.812352,169.494528,s,10,0.23442652702331543,0.02344265270233154,0.0015281751728086438,0.023074463844299314,0.025389637947082516,0.02625510740280151,0.02694748296737671,"[0.02712057685852051, 0.025197311401367186, 0.023825599670410157, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1194.92608,1826.619392,899.678208,367.0016,281.023488,s,10,0.4361818923950195,0.04361818923950195,0.0007035202266149382,0.04359307289123535,0.0442972583770752,0.044765301704406735,0.04513973636627197,"[0.04523334503173828, 0.04358067321777344, 0.04360547256469727, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,EleutherAI/polyglot-ko-12.8b,,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1360.67072,10573.840384,9646.8992,9114.222592,8556.99456,s,10,4.913975433349609,0.49139754333496094,0.0003101885557915924,0.49146728515625,0.49182786254882815,0.4918840850830078,0.49192906311035156,"[0.4915001831054687, 0.49148443603515624, 0.49148040771484375, 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4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2,openai-community/gpt2,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4bit-bnb-flash_attention_2,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1315.024896,2109.734912,1182.793728,650.11712,588.726272,s,10,0.42030166244506845,0.04203016624450684,0.0017155262867166311,0.04225038337707519,0.043314252471923824,0.04450231056213379,0.04545275703430176,"[0.042444446563720706, 0.038954208374023434, 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8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-7B,Qwen/Qwen-7B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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`

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-7b,tiiuae/falcon-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,5586.366464,7547.650048,6620.708864,6079.643648,5755.121664,s,10,1.287127685546875,0.1287127685546875,0.0021147619271973824,0.12790532684326172,0.13161695556640626,0.13263674774169923,0.1334525814819336,"[0.1336565399169922, 0.13139033508300782, 0.1271069107055664, 0.12640630340576173, 0.12735862731933595, 0.12744764709472656, 0.127589599609375, 0.1292379913330078, 0.12822105407714843, 0.12871267700195313]",tokens/s,1988.9246643873619,kWh,4.058337077880517e-06,6.809771398372858e-06,4.230843840192532e-06,1.5098952316445908e-05,tokens/kWh,16954818.76058133,MB,5586.366464,7547.650048,6620.708864,6079.643648,5789.885952,s,10,80.8465556640625,8.084655566406251,0.05276193215806332,8.081276123046877,8.128124365234376,8.161276049804687,8.187797397460937,"[8.194427734375, 8.12075732421875, 8.0378779296875, 8.073384765625, 8.08916748046875, 8.00054443359375, 8.0682626953125, 8.11247021484375, 8.1186455078125, 8.031017578125]",tokens/s,7.792539766540039,kWh,0.0002530138277854675,0.0004237069730011322,0.0002444779940184652,0.0009211987948050649,tokens/kWh,68389.14722346271,,s,629,81.86763350677488,0.1301552202015499,0.015570800021229793,0.12782694244384765,0.13153075256347657,0.132967626953125,0.2546338635253907,"[0.13297048950195312, 0.12931173706054688, 0.1318983612060547, 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0.12799078369140626, 0.12647628784179688, 0.12633702087402343, 0.12830618286132814, 0.12745523071289064, 0.12732927703857422, 0.12777164459228516, 0.12853964233398438, 0.12770508575439454, 0.12756377410888672, 0.1274040298461914, 0.12788224029541015, 0.12825599670410157, 0.12780646514892577, 0.12879359436035157, 0.1263114242553711, 0.12599910736083986, 0.1263278045654297, 0.1294141387939453, 0.12811776733398436, 0.12862054443359375, 0.1277501449584961, 0.12875059509277345, 0.12787814331054687, 0.12803993225097657, 0.1284822998046875, 0.1277276153564453, 0.12817613220214844, 0.12590694427490234, 0.12537651062011718, 0.12700569915771484, 0.1257144317626953, 0.1267578887939453, 0.1266135025024414, 0.12734976196289063, 0.12695654296875, 0.12770713806152345, 0.12757913970947266, 0.12797542572021484, 0.1277665252685547, 0.12799180603027344, 0.1263984603881836, 0.12802149963378906, 0.12671897888183595, 0.12813311767578126, 0.12671180725097655, 0.12679987335205078, 0.12765184020996093, 0.12786380767822267, 0.12831231689453124]",tokens/s,7.683134018377942,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm2-20b,internlm/internlm2-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/phi-1_5,microsoft/phi-1_5,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-2b,google/recurrentgemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-564M,facebook/xglm-564M,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-14B,Qwen/Qwen-14B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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`

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-180B,tiiuae/falcon-180B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/recurrentgemma-7b,google/recurrentgemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen-72B,Qwen/Qwen-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 550, in from_pretrained
    model_class = get_class_from_dynamic_module(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 489, in get_class_from_dynamic_module
    final_module = get_cached_module_file(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 315, in get_cached_module_file
    modules_needed = check_imports(resolved_module_file)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/dynamic_module_utils.py"", line 180, 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`

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,,,,,MB,53576.138752,17483.956224,16557.01504,16015.949824,15921.204224,s,10,6.768992370605468,0.6768992370605468,0.017120578645812942,0.6676475524902343,0.702624853515625,0.7065155517578124,0.7096281103515625,"[0.71040625, 0.70176025390625, 0.6938305053710937, 0.6634432983398437, 0.6705104370117188, 0.67305908203125, 0.6640870971679688, 0.6636739501953125, 0.66478466796875, 0.6634368286132812]",tokens/s,378.1951374501276,kWh,2.183467447757721e-05,3.586220053259237e-05,2.143612825875607e-05,7.913300326892565e-05,tokens/kWh,3235059.8287039534,MB,53576.138752,17483.956224,16557.01504,16015.949824,15921.206784,s,10,422.05835156250004,42.20583515625,0.41605536093167295,42.130257812500005,42.518538281249995,42.928316015625,43.256138203125,"[42.4274765625, 43.33809375, 42.156015625, 41.84459765625, 41.76196484375, 42.1311796875, 41.99488671875, 42.1293359375, 42.18535546875, 42.0894453125]",tokens/s,1.4926845960225177,kWh,0.0013171699240803719,0.0022115884108466757,0.0012933936180502313,0.004822151952977279,tokens/kWh,13064.706507455188,,s,629,427.41747558593704,0.679519039087341,0.08145294367968119,0.6668635864257813,0.6816254028320313,0.7094347778320312,1.3309737158203125,"[0.6687211303710937, 0.6701312255859375, 0.6667868041992188, 0.6632734985351563, 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8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-4.5B,facebook/xglm-4.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,facebook/xglm-7.5B,facebook/xglm-7.5B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,1952.309248,18880.659456,17953.718272,17412.653056,17029.3504,s,10,1.277467460632324,0.12774674606323244,0.003013749009981461,0.12688232040405273,0.1294591110229492,0.1327750114440918,0.13542773178100584,"[0.13609091186523437, 0.12678025817871094, 0.1263602523803711, 0.12861257934570314, 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8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 64, in run
    report = scenario.run(backend)
  File ""/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 117, in run
    _ = backend.generate(self.inputs, self.config.generate_kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 369, in generate
    return self.pretrained_model.generate(**inputs, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py"", line 115, in decorate_context
    return func(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 1576, in generate
    result = self._greedy_search(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/generation/utils.py"", line 2494, in _greedy_search
    outputs = self(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1211, in forward
    outputs = self.model(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 1018, in forward
    layer_outputs = decoder_layer(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/llama/modeling_llama.py"", line 741, in forward
    hidden_states, self_attn_weights, present_key_value = self.self_attn(
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
TypeError: DeciCoderAttention.forward() got an unexpected keyword argument 'cache_position'

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,3056.369664,79712.681984,78785.806336,78244.74112,77071.059968,s,10,2.6562233276367184,0.26562233276367186,0.015505644797004007,0.25888584899902345,0.2740466369628906,0.29138432617187493,0.3052544775390625,"[0.30872201538085936, 0.2553339233398437, 0.2683575134277344, 0.2555279998779297, 0.26930535888671875, 0.27019381713867185, 0.2597534790039063, 0.2580182189941406, 0.25557516479492187, 0.25543583679199217]",tokens/s,963.7743834881799,kWh,8.28053267338337e-06,1.3747618160461538e-05,1.53547629968041e-05,3.738291383064901e-05,tokens/kWh,6848048.3131872425,MB,3056.369664,79712.681984,78785.806336,78244.74112,77841.344512,s,10,163.767197265625,16.376719726562502,0.1650485216888679,16.319479492187497,16.561435546875,16.6288564453125,16.682793164062502,"[16.3778896484375, 16.4522109375, 16.541595703125, 16.69627734375, 16.546453125, 16.2167978515625, 16.2610693359375, 16.2082890625, 16.2247626953125, 16.2418515625]",tokens/s,3.846924234638764,kWh,0.0005051613272573704,0.0008452746290840071,0.0006743233165248233,0.0020247592728662002,tokens/kWh,31114.80996494893,,s,629,165.83676852416983,0.263651460292798,0.031803041941771124,0.25764865112304686,0.26996859130859374,0.2721593444824219,0.513161201171875,"[0.266113037109375, 0.2697502746582031, 0.2595870666503906, 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8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm/internlm-20b,internlm/internlm-20b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,6ab242d5a4d6cee19535bc5c9332466bd9762b02,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 43, in launch
    report = launcher.launch(worker=cls.run, worker_args=[config])
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 58, in launch
    raise ChildProcessError(response[""traceback""])
ChildProcessError: Traceback (most recent call last):
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 91, in target
    report = worker(*worker_args)
  File ""/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 56, in run
    backend: Backend = backend_factory(backend_config)
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 79, in __init__
    self.load_model_with_no_weights()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 255, in load_model_with_no_weights
    self.load_model_from_pretrained()
  File ""/optimum-benchmark/optimum_benchmark/backends/pytorch/backend.py"", line 169, in load_model_from_pretrained
    self.pretrained_model = self.automodel_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py"", line 563, in from_pretrained
    return model_class.from_pretrained(
  File ""/home/user/.local/lib/python3.10/site-packages/transformers/modeling_utils.py"", line 3735, in from_pretrained
    dispatch_model(model, **device_map_kwargs)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/big_modeling.py"", line 419, in dispatch_model
    attach_align_device_hook_on_blocks(
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 608, in attach_align_device_hook_on_blocks
    add_hook_to_module(module, hook)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 157, in add_hook_to_module
    module = hook.init_hook(module)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/hooks.py"", line 275, in init_hook
    set_module_tensor_to_device(module, name, self.execution_device, tied_params_map=self.tied_params_map)
  File ""/home/user/.local/lib/python3.10/site-packages/accelerate/utils/modeling.py"", line 420, in set_module_tensor_to_device
    new_value = param_cls(new_value, requires_grad=old_value.requires_grad, **kwargs).to(device)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/nn/modules.py"", line 606, in to
    return self.cuda(device)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/nn/modules.py"", line 579, in cuda
    CB, CBt, SCB, SCBt, coo_tensorB = bnb.functional.double_quant(B)
  File ""/home/user/.local/lib/python3.10/site-packages/bitsandbytes/functional.py"", line 2524, in double_quant
    out_row = torch.zeros(A.shape, device=device, dtype=torch.int8)
torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 384.00 MiB. GPU 

",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2-large,openai-community/gpt2-large,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,4627.652608,11561.598976,10634.657792,10093.592576,9989.950464,s,10,1.0308821563720703,0.10308821563720702,0.0022324683049063654,0.10248387145996093,0.1065594207763672,0.10694718322753906,0.10725739318847656,"[0.10733494567871094, 0.10647325134277344, 0.10203286743164063, 0.10095686340332032, 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8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
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8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,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,spawn, AMD EPYC 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.0,363fe5957353e2c3240e7cc867d695a4459c90d4,4.40.2,,0.30.1,,,,1.19.2,,,,0.10.0,,,main,False,False,MB,2098.2784,2650.800128,1723.858944,1182.793728,1096.737792,s,10,0.7882665252685547,0.07882665252685547,0.001643198848469455,0.07824585342407227,0.08055504837036133,0.08142843742370605,0.08212714866638184,"[0.07963823699951172, 0.07766230773925781, 0.08230182647705078, 0.07720054626464844, 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8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-2b,google/gemma-2b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,tiiuae/falcon-40b,tiiuae/falcon-40b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,google/gemma-7b,google/gemma-7b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,databricks/dbrx-base,databricks/dbrx-base,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,openai-community/gpt2,openai-community/gpt2,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True
8bit-bnb-sdpa,pytorch,2.3.0+cu121,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cuda,0,42,,,True,True,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 7742 64-Core Processor,128,540671.627264,Linux,x86_64,Linux-5.4.0-166-generic-x86_64-with-glibc2.35,x86_64,3.10.12,['NVIDIA A100-SXM4-80GB'],1,85899345920,0.2.1,3472c3c26a4300172ffbf774f32fe5b2b47f98a5,4.40.2,,0.30.1,,,,1.19.2,,,,0.11.0,,"Traceback (most recent call last):
  File ""/optimum-benchmark/llm_perf/update_llm_perf_cuda_pytorch.py"", line 148, in benchmark_cuda_pytorch
    benchmark_report = Benchmark.launch(benchmark_config)
  File ""/optimum-benchmark/optimum_benchmark/base.py"", line 43, in launch
  File ""/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 45, in launch
    raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"")
RuntimeError: Isolated process exited with non-zero code 1
",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,True