config.name,config.backend.name,config.backend.version,config.backend._target_,config.backend.task,config.backend.library,config.backend.model_type,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.no_weights,config.backend.export,config.backend.use_cache,config.backend.use_merged,config.backend.torch_dtype,config.backend.provider,config.backend.use_io_binding,config.backend.auto_optimization,config.backend.auto_quantization,config.backend.auto_calibration,config.backend.optimization,config.backend.quantization,config.backend.calibration,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.memory,config.scenario.latency,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.numactl,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.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,config.print_report,config.log_report,report.traceback,report.load.memory.unit,report.load.memory.max_ram,report.load.memory.max_global_vram,report.load.memory.max_process_vram,report.load.memory.max_reserved,report.load.memory.max_allocated,report.load.latency.unit,report.load.latency.values,report.load.latency.count,report.load.latency.total,report.load.latency.mean,report.load.latency.p50,report.load.latency.p90,report.load.latency.p95,report.load.latency.p99,report.load.latency.stdev,report.load.latency.stdev_,report.load.throughput,report.load.energy,report.load.efficiency,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.values,report.prefill.latency.count,report.prefill.latency.total,report.prefill.latency.mean,report.prefill.latency.p50,report.prefill.latency.p90,report.prefill.latency.p95,report.prefill.latency.p99,report.prefill.latency.stdev,report.prefill.latency.stdev_,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.values,report.decode.latency.count,report.decode.latency.total,report.decode.latency.mean,report.decode.latency.p50,report.decode.latency.p90,report.decode.latency.p95,report.decode.latency.p99,report.decode.latency.stdev,report.decode.latency.stdev_,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.values,report.per_token.latency.count,report.per_token.latency.total,report.per_token.latency.mean,report.per_token.latency.p50,report.per_token.latency.p90,report.per_token.latency.p95,report.per_token.latency.p99,report.per_token.latency.stdev,report.per_token.latency.stdev_,report.per_token.throughput.unit,report.per_token.throughput.value,report.per_token.energy,report.per_token.efficiency,report.load.energy.unit,report.load.energy.cpu,report.load.energy.ram,report.load.energy.gpu,report.load.energy.total float16-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,gemma2,google/gemma-2-2b,google/gemma-2-2b,cpu,0,42,,,True,True,True,True,False,float16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 86, in load self.load_ortmodel_with_no_weights() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 133, in load_ortmodel_with_no_weights self.load_ortmodel_from_pretrained() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 118, in load_ortmodel_from_pretrained self.pretrained_model = self.ort_model_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_ort.py"", line 738, in from_pretrained return super().from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/modeling_base.py"", line 424, in from_pretrained return from_pretrained_method( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_decoder.py"", line 643, in _from_transformers main_export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/__main__.py"", line 374, in main_export onnx_export_from_model( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 1049, in onnx_export_from_model raise ValueError( ValueError: Trying to export a gemma2 model, that is a custom or unsupported architecture, but no custom onnx configuration was passed as `custom_onnx_configs`. Please refer to https://huggingface.co/docs/optimum/main/en/exporters/onnx/usage_guides/export_a_model#custom-export-of-transformers-models for an example on how to export custom models. Please open an issue at https://github.com/huggingface/optimum/issues if you would like the model type gemma2 to be supported natively in the ONNX export. ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,gemma2,google/gemma-2-2b,google/gemma-2-2b,cpu,0,42,,,True,True,True,True,False,bfloat16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 86, in load self.load_ortmodel_with_no_weights() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 133, in load_ortmodel_with_no_weights self.load_ortmodel_from_pretrained() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 118, in load_ortmodel_from_pretrained self.pretrained_model = self.ort_model_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_ort.py"", line 738, in from_pretrained return super().from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/modeling_base.py"", line 424, in from_pretrained return from_pretrained_method( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_decoder.py"", line 643, in _from_transformers main_export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/__main__.py"", line 374, in main_export onnx_export_from_model( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 1049, in onnx_export_from_model raise ValueError( ValueError: Trying to export a gemma2 model, that is a custom or unsupported architecture, but no custom onnx configuration was passed as `custom_onnx_configs`. Please refer to https://huggingface.co/docs/optimum/main/en/exporters/onnx/usage_guides/export_a_model#custom-export-of-transformers-models for an example on how to export custom models. Please open an issue at https://github.com/huggingface/optimum/issues if you would like the model type gemma2 to be supported natively in the ONNX export. ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,gemma2,google/gemma-2-2b,google/gemma-2-2b,cpu,0,42,,,True,True,True,True,False,float16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 86, in load self.load_ortmodel_with_no_weights() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 133, in load_ortmodel_with_no_weights self.load_ortmodel_from_pretrained() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 118, in load_ortmodel_from_pretrained self.pretrained_model = self.ort_model_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_ort.py"", line 738, in from_pretrained return super().from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/modeling_base.py"", line 424, in from_pretrained return from_pretrained_method( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_decoder.py"", line 643, in _from_transformers main_export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/__main__.py"", line 374, in main_export onnx_export_from_model( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 1049, in onnx_export_from_model raise ValueError( ValueError: Trying to export a gemma2 model, that is a custom or unsupported architecture, but no custom onnx configuration was passed as `custom_onnx_configs`. Please refer to https://huggingface.co/docs/optimum/main/en/exporters/onnx/usage_guides/export_a_model#custom-export-of-transformers-models for an example on how to export custom models. Please open an issue at https://github.com/huggingface/optimum/issues if you would like the model type gemma2 to be supported natively in the ONNX export. ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,gemma2,google/gemma-2-2b,google/gemma-2-2b,cpu,0,42,,,True,True,True,True,False,float32,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 86, in load self.load_ortmodel_with_no_weights() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 133, in load_ortmodel_with_no_weights self.load_ortmodel_from_pretrained() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 118, in load_ortmodel_from_pretrained self.pretrained_model = self.ort_model_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_ort.py"", line 738, in from_pretrained return super().from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/modeling_base.py"", line 424, in from_pretrained return from_pretrained_method( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_decoder.py"", line 643, in _from_transformers main_export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/__main__.py"", line 374, in main_export onnx_export_from_model( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 1049, in onnx_export_from_model raise ValueError( ValueError: Trying to export a gemma2 model, that is a custom or unsupported architecture, but no custom onnx configuration was passed as `custom_onnx_configs`. Please refer to https://huggingface.co/docs/optimum/main/en/exporters/onnx/usage_guides/export_a_model#custom-export-of-transformers-models for an example on how to export custom models. Please open an issue at https://github.com/huggingface/optimum/issues if you would like the model type gemma2 to be supported natively in the ONNX export. ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,gemma2,google/gemma-2-2b,google/gemma-2-2b,cpu,0,42,,,True,True,True,True,False,float32,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 86, in load self.load_ortmodel_with_no_weights() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 133, in load_ortmodel_with_no_weights self.load_ortmodel_from_pretrained() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 118, in load_ortmodel_from_pretrained self.pretrained_model = self.ort_model_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_ort.py"", line 738, in from_pretrained return super().from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/modeling_base.py"", line 424, in from_pretrained return from_pretrained_method( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_decoder.py"", line 643, in _from_transformers main_export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/__main__.py"", line 374, in main_export onnx_export_from_model( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 1049, in onnx_export_from_model raise ValueError( ValueError: Trying to export a gemma2 model, that is a custom or unsupported architecture, but no custom onnx configuration was passed as `custom_onnx_configs`. Please refer to https://huggingface.co/docs/optimum/main/en/exporters/onnx/usage_guides/export_a_model#custom-export-of-transformers-models for an example on how to export custom models. Please open an issue at https://github.com/huggingface/optimum/issues if you would like the model type gemma2 to be supported natively in the ONNX export. ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,gemma2,google/gemma-2-2b,google/gemma-2-2b,cpu,0,42,,,True,True,True,True,False,bfloat16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 86, in load self.load_ortmodel_with_no_weights() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 133, in load_ortmodel_with_no_weights self.load_ortmodel_from_pretrained() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 118, in load_ortmodel_from_pretrained self.pretrained_model = self.ort_model_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_ort.py"", line 738, in from_pretrained return super().from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/modeling_base.py"", line 424, in from_pretrained return from_pretrained_method( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_decoder.py"", line 643, in _from_transformers main_export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/__main__.py"", line 374, in main_export onnx_export_from_model( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 1049, in onnx_export_from_model raise ValueError( ValueError: Trying to export a gemma2 model, that is a custom or unsupported architecture, but no custom onnx configuration was passed as `custom_onnx_configs`. Please refer to https://huggingface.co/docs/optimum/main/en/exporters/onnx/usage_guides/export_a_model#custom-export-of-transformers-models for an example on how to export custom models. Please open an issue at https://github.com/huggingface/optimum/issues if you would like the model type gemma2 to be supported natively in the ONNX export. ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B-Instruct,meta-llama/Meta-Llama-3-8B-Instruct,cpu,0,42,,,True,True,True,True,False,float32,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 86, in load self.load_ortmodel_with_no_weights() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 133, in load_ortmodel_with_no_weights self.load_ortmodel_from_pretrained() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 118, in load_ortmodel_from_pretrained self.pretrained_model = self.ort_model_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_ort.py"", line 738, in from_pretrained return super().from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/modeling_base.py"", line 424, in from_pretrained return from_pretrained_method( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_decoder.py"", line 643, in _from_transformers main_export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/__main__.py"", line 374, in main_export onnx_export_from_model( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 1171, in onnx_export_from_model _, onnx_outputs = export_models( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 776, in export_models export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 881, in export export_output = export_pytorch( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 577, in export_pytorch onnx_export( File ""/usr/local/lib/python3.10/dist-packages/torch/onnx/utils.py"", line 551, in export _export( File ""/usr/local/lib/python3.10/dist-packages/torch/onnx/utils.py"", line 1689, in _export ) = graph._export_onnx( # type: ignore[attr-defined] RuntimeError: ONNX export failed. Could not open file or directory: /tmp/tmp7iiikr6s/model.layers.0.input_layernorm.weight ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-8B-Instruct,meta-llama/Llama-3.1-8B-Instruct,cpu,0,42,,,True,True,True,True,False,bfloat16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,32,66326.17984,Linux,x86_64,Linux-5.10.226-214.879.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.45.2,,1.0.1,,,,1.23.1,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 148, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 51, in launch report = launcher.launch(worker=Benchmark.run, worker_args=[config]) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,0,42,,,True,True,True,True,False,float32,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-8B-Instruct,meta-llama/Llama-3.1-8B-Instruct,cpu,0,42,,,True,True,True,True,False,float32,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,32,66326.17984,Linux,x86_64,Linux-5.10.226-214.879.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.45.2,,1.0.1,,,,1.23.1,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 148, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 51, in launch report = launcher.launch(worker=Benchmark.run, worker_args=[config]) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-8B-Instruct,meta-llama/Llama-3.1-8B-Instruct,cpu,0,42,,,True,True,True,True,False,float16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,32,66326.17984,Linux,x86_64,Linux-5.10.226-214.879.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.45.2,,1.0.1,,,,1.23.1,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 148, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 51, in launch report = launcher.launch(worker=Benchmark.run, worker_args=[config]) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,0,42,,,True,True,True,True,False,bfloat16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,0,42,,,True,True,True,True,False,bfloat16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,0,42,,,True,True,True,True,False,float16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-8B-Instruct,meta-llama/Llama-3.1-8B-Instruct,cpu,0,42,,,True,True,True,True,False,float32,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,32,66326.17984,Linux,x86_64,Linux-5.10.226-214.879.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.45.2,,1.0.1,,,,1.23.1,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 148, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 51, in launch report = launcher.launch(worker=Benchmark.run, worker_args=[config]) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B-Instruct,meta-llama/Meta-Llama-3-8B-Instruct,cpu,0,42,,,True,True,True,True,False,float16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/src/optimum-benchmark/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 86, in load self.load_ortmodel_with_no_weights() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 133, in load_ortmodel_with_no_weights self.load_ortmodel_from_pretrained() File ""/workspace/src/optimum-benchmark/optimum_benchmark/backends/onnxruntime/backend.py"", line 118, in load_ortmodel_from_pretrained self.pretrained_model = self.ort_model_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_ort.py"", line 738, in from_pretrained return super().from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/optimum/modeling_base.py"", line 424, in from_pretrained return from_pretrained_method( File ""/usr/local/lib/python3.10/dist-packages/optimum/onnxruntime/modeling_decoder.py"", line 643, in _from_transformers main_export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/__main__.py"", line 374, in main_export onnx_export_from_model( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 1171, in onnx_export_from_model _, onnx_outputs = export_models( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 776, in export_models export( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 881, in export export_output = export_pytorch( File ""/usr/local/lib/python3.10/dist-packages/optimum/exporters/onnx/convert.py"", line 577, in export_pytorch onnx_export( File ""/usr/local/lib/python3.10/dist-packages/torch/onnx/utils.py"", line 551, in export _export( File ""/usr/local/lib/python3.10/dist-packages/torch/onnx/utils.py"", line 1689, in _export ) = graph._export_onnx( # type: ignore[attr-defined] RuntimeError: ONNX export failed. Could not open file or directory: /tmp/tmp397zrkit/onnx__MatMul_9707 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,0,42,,,True,True,True,True,False,float32,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-8B-Instruct,meta-llama/Llama-3.1-8B-Instruct,cpu,0,42,,,True,True,True,True,False,bfloat16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,0,42,,,True,True,True,True,False,float16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,192,399296.053248,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,d070104543478b722db56ba828611524c5fbdbb5,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/src/common/benchmark_runner.py"", line 118, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/src/optimum-benchmark/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/src/optimum-benchmark/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-8B-Instruct,meta-llama/Llama-3.1-8B-Instruct,cpu,0,42,,,True,True,True,True,False,float16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,32,66326.17984,Linux,x86_64,Linux-5.10.226-214.879.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.45.2,,1.0.1,,,,1.23.1,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 148, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/benchmark/base.py"", line 51, in launch report = launcher.launch(worker=Benchmark.run, worker_args=[config]) File ""/usr/local/lib/python3.10/dist-packages/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-onnxruntime,onnxruntime,ort:1.19.2,optimum_benchmark.backends.onnxruntime.backend.ORTBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,0,42,,,True,True,True,True,False,float16,CPUExecutionProvider,True,,,,False,False,False,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,2,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,32,66326.188032,Linux,x86_64,Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,d58bb2582b872c25ab476fece19d4fa78e190673,4.44.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,4105.58464,,,,,s,[7.043229110000027],1,7.043229110000027,7.043229110000027,7.043229110000027,7.043229110000027,7.043229110000027,7.043229110000027,0,0,,,,MB,4151.922688,,,,,s,"[0.07996769199996834, 0.08913857700002836, 0.08787110700001222, 0.0934346089999849, 0.08901824200000874, 0.08807110800000828, 0.0879489779999858, 0.08805732599995508, 0.0894467329999884, 0.08771361200001593, 0.08891638399995827]",11,0.9695843679999143,0.08814403345453767,0.08807110800000828,0.0894467329999884,0.09144067099998665,0.09303582139998526,0.003003033201651222,3.406961406185373,tokens/s,2904.3372530942543,kWh,1.0469554156342138e-06,5.706136927031732e-07,0.0,1.617569108337387e-06,tokens/kWh,158262171.72453842,MB,4151.922688,,,,,s,"[0.8379268840000123, 0.8222112579999816, 0.8256922959999997, 0.8242781870000044, 0.82755584399996, 0.8383978840000168, 0.8310412330000077, 0.834469581999997, 0.8294529260000445, 0.8253874509999832, 0.8332259709999903]",11,9.129639515999997,0.8299672287272725,0.8294529260000445,0.8379268840000123,0.8381623840000145,0.8383507840000164,0.0052598401886247495,0.633740707653065,tokens/s,75.90661151357558,kWh,9.709794565047629e-06,5.292055600028083e-06,0.0,1.5001850165075714e-05,tokens/kWh,4199482.017668988,,s,"[0.0208163030000037, 0.012240108000014516, 0.012308844000017416, 0.012168094000003293, 0.012151260999985425, 0.0120920169999863, 0.012077320000003056, 0.020403713999996853, 0.01213703399997712, 0.012050505000047451, 0.011789289999967423, 0.011628690000009101, 0.011531863000016074, 0.011625938000008773, 0.01170622199998661, 0.020019613999977537, 0.01215644199999133, 0.012489254999991317, 0.012213234000000739, 0.011961330000019643, 0.011830837999980304, 0.011915614000031383, 0.021496990000002825, 0.012386500999980399, 0.012233516000037525, 0.012147935999962556, 0.011930043000006663, 0.011848567000015464, 0.012065925000001698, 0.012062962000015887, 0.020571611999969264, 0.012136236000003464, 0.012052171999982875, 0.012005426000030184, 0.012004152999963935, 0.012031276000016078, 0.011855534000005719, 0.021824729999991632, 0.012268672000004699, 0.011983283000006395, 0.01194876499999964, 0.011846042000001944, 0.011854238000012174, 0.011825048999980936, 0.011877982999976666, 0.020761487000015677, 0.012287151000009544, 0.012020495999990999, 0.012110812999992504, 0.012102370000036444, 0.012149056999987806, 0.01233978800001978, 0.012010387999964678, 0.020351685000036923, 0.012120898999967267, 0.012067970000032346, 0.012248446999990392, 0.012111712999967494, 0.012101072999996632, 0.011974903000009363, 0.02044111600002907, 0.012332087000004321, 0.012277849999975388, 0.012392209999973147, 0.01195672800002967, 0.011899244999995062, 0.01174020799999198, 0.011730114999977559, 0.011703194999995503, 0.020268866000037633, 0.011872079999989182, 0.011652368999989449, 0.011647546999995484, 0.01159568399998534, 0.011493222000012793, 0.011559966999982407, 0.021425270000008823, 0.011942426000018713, 0.011652944999980264, 0.011659332000022005, 0.011764733999996224, 0.011738825999998426, 0.011797999999998865, 0.011836411999979646, 0.020148514000027262, 0.012091725000004772, 0.011927470999978596, 0.012041598999985581, 0.01193547100001524, 0.011843457999987095, 0.011808668000014677, 0.011987731000033364, 0.020458092999945166, 0.012020220000010795, 0.011847840000029919, 0.011914359999991575, 0.011869467999986227, 0.012050583000018378, 0.012015310999970552, 0.022100539000007302, 0.01210006600001634, 0.012009228000010808, 0.011919784999975036, 0.011839897000015753, 0.011884346999977424, 0.011872259000028862, 0.011943290999965939, 0.01957598600000665, 0.012439760999995997, 0.012257807000025878, 0.0120563099999913, 0.012179478000007293, 0.012148030999981074, 0.01219301200001155, 0.01213808400001426, 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