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.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.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.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.unit,report.load.energy.cpu,report.load.energy.ram,report.load.energy.gpu,report.load.energy.total,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 float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-160m,EleutherAI/pythia-160m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.3b,EleutherAI/pythia-1.3b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,12557.590528,,,,,s,[194.08367105800016],1,194.08367105800016,194.08367105800016,194.08367105800016,194.08367105800016,194.08367105800016,194.08367105800016,0.0,0.0,,kWh,0.0022622730677138874,0.0012330253696434135,0,0.003495298437357301,,MB,12690.649088,,,,,s,"[2.4435365760000423, 2.459421094999925, 2.457087965000028, 2.4651326240000344, 2.4396135070001037, 2.435298164999949, 2.4505238290003035, 2.4660722700000406, 2.4757400019998386, 2.462315449000016]",10,24.55474148200028,2.455474148200028,2.4582545299999765,2.46703904320002,2.4713895225999294,2.474869906119857,0.012275743922936955,0.012275743922936955,tokens/s,104.25685002127162,kWh,2.910516883381945e-05,1.5863260971563672e-05,0.0,4.4968429805383125e-05,tokens/kWh,5692882.787055965,MB,12691.218432,,,,,s,"[9.867783147999944, 9.848497062000206, 9.791365137999946, 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float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-2b,google/gemma-2b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-70m,EleutherAI/pythia-70m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-13b,huggyllama/llama-13b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,3269.865472,,,,,s,[50.01946396799758],1,50.01946396799758,50.01946396799758,50.01946396799758,50.01946396799758,50.01946396799758,50.01946396799758,0.0,0.0,,kWh,0.000558874378024287,0.000304606657615993,0,0.0008634810356402799,,MB,3355.951104,,,,,s,"[0.8582939519983483, 0.8549006409994035, 0.8604729409998981, 0.8574876729981042, 0.8888704069977393, 0.8616047329996945, 0.8584990900017146, 0.8545832029994926, 0.8626639130015974, 0.8504078879996086]",10,8.607784440995601,0.8607784440995602,0.8583965210000315,0.8652845624012115,0.8770774846994754,0.8865118225380866,0.009980805598169709,0.009980805598169709,tokens/s,297.4052170507075,kWh,1.024311582598056e-05,5.5827324388935555e-06,0.0,1.5825848264874116e-05,tokens/kWh,16176068.145945687,MB,3366.150144,,,,,s,"[2.9767178680012876, 2.9718747500010068, 2.971408828001586, 3.004093287003343, 2.981913857998734, 2.9911831580029684, 2.9965677939981106, 2.982198729998345, 3.007209912997496, 3.001982396999665]",10,29.88515058300254,2.988515058300254,2.9866909440006566,3.0044049496027583,3.005807431300127,3.0069294166580223,0.012797194397515152,0.012797194397515152,tokens/s,21.080703550422076,kWh,3.519762838894921e-05,1.918405498197119e-05,0.0,5.438168337092039e-05,tokens/kWh,1158478.2981118253,,s,"[0.0468748230014171, 0.047984823999286164, 0.04666690900194226, 0.04673492299843929, 0.04784471200036933, 0.047593249000783544, 0.048210191998805385, 0.047101271000428824, 0.046611282999947434, 0.046562161998735974, 0.04610717900141026, 0.04598759999862523, 0.04636014400239219, 0.04619918499884079, 0.046644120000564726, 0.04648025300048175, 0.04661479599963059, 0.04688275800072006, 0.045955306999530876, 0.04541967299883254, 0.045877043001382845, 0.04725935500027845, 0.048057677999167936, 0.04610314599995036, 0.046269080998172285, 0.04699631100083934, 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Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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0.021018800999627274, 0.02068760200018005, 0.02097749000040494, 0.020347490999483853, 0.020844751000367978, 0.020338763999461662, 0.021181058000365738]",630,13.001762765999047,0.020637718676188962,0.020539871000437415,0.021164914199835037,0.021396076450264444,0.022882256899629288,0.000562425673089301,0.000562425673089301,tokens/s,48.454968094596765,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,2622.34112,,,,,s,[38.9977546730006],1,38.9977546730006,38.9977546730006,38.9977546730006,38.9977546730006,38.9977546730006,38.9977546730006,0.0,0.0,,kWh,0.0004289181931027871,0.0002337756228506864,0,0.0006626938159534735,,MB,2667.60192,,,,,s,"[0.6645643489973736, 0.6675807780011382, 0.6756970269998419, 0.6738234859985823, 0.6686223249998875, 0.678369337998447, 0.6670078829993145, 0.66842749299758, 0.6684271809972415, 0.6655945710008382]",10,6.698114430990245,0.6698114430990245,0.6684273369974107,0.6759642580997024,0.6771667980490748,0.6781288300085726,0.004328619587236644,0.004328619587236644,tokens/s,382.19711328842305,kWh,8.05421475245398e-06,4.3897167767847146e-06,0.0,1.2443931529238695e-05,tokens/kWh,20572276.48661466,MB,2671.726592,,,,,s,"[2.6222970279995934, 2.599446201998944, 2.6210106190010265, 2.609974204999162, 2.5847562749986537, 2.583044744002109, 2.600606133997644, 2.605492774000595, 2.5669013480001013, 2.546594446997915]",10,25.940123775995744,2.5940123775995745,2.600026167998294,2.6211392599008834,2.6217181439502384,2.6221812511897222,0.02275509280160326,0.02275509280160326,tokens/s,24.286699841539853,kWh,3.068402600428061e-05,1.6723947730866827e-05,0.0,4.7407973735147434e-05,tokens/kWh,1328890.3751077831,,s,"[0.0430324910012132, 0.04050066199852154, 0.04246252200027811, 0.04139587700046832, 0.0416363709991856, 0.041736893999768654, 0.04277211900262046, 0.04205780499978573, 0.04175104499881854, 0.041389435002201935, 0.04430719799711369, 0.0413011689997802, 0.04051919500125223, 0.04233277800085489, 0.04295601099875057, 0.04138953800065792, 0.042674263000662904, 0.040989900000568014, 0.04102876399701927, 0.04071787600332755, 0.04056925999975647, 0.041141412999422755, 0.04185587199754082, 0.043472960001963656, 0.04126410800017766, 0.04211222599769826, 0.0418321700017259, 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0.04060559800200281, 0.040744665999227436, 0.04360751199783408, 0.04103516300165211, 0.04106048600078793, 0.04182025599948247, 0.040570044999185484, 0.03973787699942477, 0.040285394999955315, 0.042789428000105545, 0.043009347002225695, 0.04111978099899716, 0.04107924100026139, 0.040688315999432234, 0.042308420001063496, 0.04246684399913647, 0.04136155699961819, 0.04018028599966783, 0.03983663200051524, 0.03963710099924356, 0.04036402500059921, 0.03975726200224017, 0.04083018799792626, 0.04075516800003243, 0.04109890700055985, 0.0421767740008363, 0.04166661999988719, 0.04021130500041181, 0.040017218998400494, 0.03976964500179747, 0.03985516099783126, 0.04139259600196965, 0.03976175699790474, 0.04067031600061455, 0.04039679400011664, 0.04014220099998056, 0.0400920270003553, 0.04066472900012741, 0.03917979199832189, 0.040851331999874674, 0.04100548100177548, 0.04153794800004107, 0.04042180300166365, 0.04003771999850869, 0.040115036001225235, 0.0422555029981595, 0.042114727999432944, 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0.04010818499955349, 0.040914195000368636, 0.04006882899921038, 0.040151483997760806, 0.040599474999908125, 0.040568357002484845, 0.0433226739987731, 0.040907032998802606, 0.0412790260015754, 0.03988074399967445, 0.04064986299999873, 0.04068280900173704, 0.04030704499746207, 0.03954616600094596, 0.040177181999752065, 0.04102617800162989, 0.04010561599716311, 0.04115013300179271, 0.0422766160008905, 0.041742132998479065, 0.040714063001360046, 0.041252368999266764, 0.0400040659988008, 0.04106512200087309, 0.040300330001628026, 0.04119829000046593, 0.04140755199841806, 0.03995793400099501, 0.042123870000068564, 0.03957108599934145, 0.03953949499918963, 0.03962704800142092, 0.03946125199945527, 0.03916339499846799, 0.04027433300143457, 0.04115935200024978, 0.039884281999547966, 0.03973376000067219, 0.04013307399873156, 0.040031838998402236, 0.04035882300013327]",630,25.936353207001957,0.04116881461428882,0.0410979780008347,0.04229965669837839,0.042799870250928504,0.043850127468031144,0.0009201637254032978,0.0009201637254032978,tokens/s,24.29023058761865,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,14299.684864,,,,,s,[217.65331960000003],1,217.65331960000003,217.65331960000003,217.65331960000003,217.65331960000003,217.65331960000003,217.65331960000003,0.0,0.0,,kWh,0.0025392762677305543,0.001384003036897178,0,0.003923279304627733,,MB,14701.948928,,,,,s,"[2.6704131750011584, 2.6400819560003583, 2.6324578789990483, 2.640274859000783, 2.66358387100081, 2.645458400998905, 2.6821079190012824, 2.6973706179996952, 2.668291017998854, 2.625980234000963]",10,26.566019930001858,2.656601993000186,2.6545211359998575,2.6836341889011237,2.6905024034504095,2.6959969750898383,0.02207500544627492,0.02207500544627492,tokens/s,96.36370095126331,kWh,3.1245512424653724e-05,1.7029835403002027e-05,0.0,4.827534782765575e-05,tokens/kWh,5302913.630243052,MB,14860.550144,,,,,s,"[11.672007515999212, 11.587316815999657, 11.567303764000826, 11.603116082998895, 11.681566776998807, 11.668024152000726, 11.617963395998231, 11.625704563999534, 11.543973257999824, 11.52636651299872]",10,116.09334283899443,11.609334283899443,11.610539739498563,11.67296344209917,11.677265109548989,11.680706443508843,0.05135964327960941,0.05135964327960941,tokens/s,5.426667753668905,kWh,0.00013779704847965128,7.51047738233771e-05,0.0,0.00021290182230302834,tokens/kWh,295911.04161772074,,s,"[0.1851909449997038, 0.18125659199904476, 0.18079345099977218, 0.1816183959999762, 0.1802132150005491, 0.18085923500075296, 0.1804460299990751, 0.18071147900081996, 0.1813866140000755, 0.1811563589999423, 0.1818799789998593, 0.1809604850004689, 0.1815589939997153, 0.18270289599968237, 0.18173100400053954, 0.19597902100031206, 0.18178975399860064, 0.1843430820008507, 0.18146961399907013, 0.18229159000111395, 0.18379847100004554, 0.1829591569985496, 0.1846610700013116, 0.18292385600034322, 0.18121694999899773, 0.18269015499936359, 0.18415374899996095, 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0.18180019600004016, 0.18332058600026357, 0.18409694699948886, 0.1846962670006178, 0.18543468699863297, 0.183168077001028, 0.18141191500035347, 0.18211408699971798, 0.18423739799982286, 0.1827836890006438, 0.1837227099986194, 0.18444963799993275, 0.18266953400052444, 0.18318112899942207, 0.18133829200087348, 0.18188635099977546, 0.18463418800092768, 0.18101386099988304, 0.18315706599969417, 0.18237282299924118, 0.1830788589995791, 0.18582407000030798, 0.18451607200040598, 0.18256944700078748, 0.18266119899999467, 0.18307502499919792, 0.18514489399967715]",630,116.08587795100175,0.18426329833492341,0.1831648875004248,0.1892384647999279,0.19320030519938883,0.19735592397028084,0.003900783330222213,0.003900783330222213,tokens/s,5.4270167148661645,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,16528.453632,,,,,s,[261.181675859003],1,261.181675859003,261.181675859003,261.181675859003,261.181675859003,261.181675859003,261.181675859003,0.0,0.0,,kWh,0.003052376138420853,0.0016636623151838077,0,0.004716038453604661,,MB,16606.511104,,,,,s,"[3.114510846000485, 3.165654780998011, 3.153958089002117, 3.1408174600001075, 3.1839957359989057, 3.20231927200075, 3.1758299989996885, 3.1889638339998783, 3.134399487000337, 3.1917691890012065]",10,31.652218693001487,3.1652218693001486,3.17074238999885,3.192824197301161,3.1975717346509556,3.2013697645307913,0.027118096046640356,0.027118096046640356,tokens/s,80.87900645543161,kWh,3.75954640969447e-05,2.0490816236081243e-05,0.0,5.808628033302594e-05,tokens/kWh,4407236.933270228,MB,16614.37952,,,,,s,"[13.098525657998835, 13.349596686999575, 13.11304628599828, 13.588409809999575, 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float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,29240.127488,,,,,s,[451.71191288000045],1,451.71191288000045,451.71191288000045,451.71191288000045,451.71191288000045,451.71191288000045,451.71191288000045,0.0,0.0,,kWh,0.005303121951593752,0.0028904062573770115,0,0.008193528208970763,,MB,29659.447296,,,,,s,"[1.5335469670008024, 1.5267340209993563, 1.5428892069994617, 1.5319392820001667, 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0.13465486199856969, 0.1349300050005695]",630,86.80053804200361,0.13777863181270414,0.13728747850018408,0.14045585049971124,0.14123482374970991,0.1429863670987652,0.002004948698593487,0.002004948698593487,tokens/s,7.258019526274561,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,13910.544384,,,,,s,[213.40137377300198],1,213.40137377300198,213.40137377300198,213.40137377300198,213.40137377300198,213.40137377300198,213.40137377300198,0.0,0.0,,kWh,0.00249071569533893,0.0013575355779185169,0,0.003848251273257447,,MB,14101.590016,,,,,s,"[3.1849097659978725, 3.188208842999302, 3.16951437500029, 3.1411299090032117, 3.2103862920012034, 3.106772592997004, 3.2069127239992667, 3.1901465929986443, 3.1890184260009846, 3.2043143449991476]",10,31.791313865996926,3.1791313865996926,3.1886136345001432,3.2072600807994602,3.208823186400332,3.210073670881029,0.03080604752262253,0.03080604752262253,tokens/s,80.52514000492765,kWh,3.767425715729335e-05,2.0533733763176773e-05,0.0,5.820799092047012e-05,tokens/kWh,4398021.576621226,MB,14133.22752,,,,,s,"[10.755944560001808, 10.723352346001775, 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0.16947141800119425, 0.16962055100157158, 0.1681138049971196, 0.16865294099989114, 0.1696543020007084, 0.170078718001605, 0.16964594899764052, 0.1702782800020941, 0.16974509300052887, 0.16883881099784048, 0.16933876199982478, 0.17033608600104344, 0.1692280800016306, 0.16901024499748019, 0.16939696200279286, 0.1695953259986709, 0.16891544199825148, 0.17083841000203392, 0.169976819997828, 0.17331117700086907, 0.16911055400123587, 0.17131330000120215, 0.1696967859970755, 0.16942958400250063, 0.16871853900011047, 0.16916057999696932, 0.17272431600213167, 0.16968942699895706, 0.16928286899928935, 0.17043442400245112, 0.16945797899825266, 0.16882686800090596, 0.16891853400011314, 0.1692865309996705, 0.16935092700077803, 0.1708319429999392, 0.17075832199770957, 0.1693199530018319, 0.17001445699861506, 0.1695417129994894, 0.16991563600095105, 0.17081867700107978, 0.1703918889979832, 0.17066033800074365, 0.1692054539998935, 0.17053723800199805, 0.17099390699877404, 0.17148377600096865, 0.17357969300064724, 0.17043158299929928, 0.17013635200055433, 0.17037435999736772, 0.1704390990016691, 0.17089862099965103, 0.17085602099905373, 0.17016901000170037, 0.1704779169995163, 0.17037553299815045, 0.17101397000078578, 0.1711802190002345, 0.17061866899894085, 0.1708375710004475, 0.16949840000233962, 0.17111065999779385, 0.16942757200013148, 0.1700241440012178, 0.17108338400066714, 0.17091433399764355, 0.1697790790021827, 0.17102230499949655, 0.16965503900064505, 0.16918190899741603, 0.16960018100144225, 0.1692705589994148, 0.17017530900193378, 0.17023252799845068, 0.17043021700010286, 0.16919867600154248, 0.17143452999880537, 0.16857092099962756, 0.16915763200086076, 0.1693282630003523, 0.1691096939975978, 0.16833759099972667, 0.16885252300198772, 0.16952160399887362, 0.16958056099974783, 0.17293650500141666, 0.17124435499863466, 0.1705798170005437, 0.17044388599970262, 0.17011102800097433, 0.170340942000621, 0.169696003998979, 0.16997649800032377, 0.17024145699906512, 0.16924323700004607, 0.16933568099921104, 0.17143119700267562, 0.17077879099815618, 0.17035383800248383, 0.16913703499812982, 0.17048978100137901, 0.16979669499778538, 0.1694092610014195, 0.17026955300025293, 0.1700826109990885, 0.1692870139995648, 0.16977439300171682, 0.1699032789983903, 0.1709275979992526, 0.17171859399968525, 0.17044225300196558, 0.17087169899969012, 0.17111377499895752, 0.17118482700243476, 0.17095297899868456, 0.17137157099932665, 0.17352840000239667, 0.17042622299777577, 0.17018226700020023, 0.17033893400002853, 0.172212990000844, 0.1710052460002771]",630,107.34018181300416,0.17038124097302249,0.17026211799930024,0.1717783641986898,0.1726465410509263,0.17422077504139452,0.0011750835622782708,0.0011750835622782708,tokens/s,5.869190729502529,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,14914.875392,,,,,s,[234.28520587100138],1,234.28520587100138,234.28520587100138,234.28520587100138,234.28520587100138,234.28520587100138,234.28520587100138,0.0,0.0,,kWh,0.002737199083493773,0.001491878501007398,0,0.004229077584501171,,MB,14995.996672,,,,,s,"[3.449927804998879, 3.4777071329990576, 3.463352834998659, 3.4745344129987643, 3.4792148359993007, 3.472535919998336, 3.463038891000906, 3.460481955000432, 3.445019325998146, 3.4671591480000643]",10,34.652972261992545,3.4652972261992545,3.4652559914993617,3.477857903299082,3.4785363696491913,3.4790791427292787,0.010809147174186778,0.010809147174186778,tokens/s,73.87533688727225,kWh,4.1133052686733313e-05,2.241892094277682e-05,0.0,6.355197362951013e-05,tokens/kWh,4028199.0531467507,MB,15000.219648,,,,,s,"[11.859439474999817, 11.873622398001316, 11.885845341999811, 11.917114064999623, 11.892635370997596, 11.887544426001114, 11.882232135001686, 11.900163095000607, 11.86990134000007, 11.890440265997313]",10,118.85893791299895,11.885893791299896,11.886694884000462,11.901858192000509,11.909486128500067,11.915588477699712,0.01538424180469034,0.01538424180469034,tokens/s,5.300400719221809,kWh,0.00014017357010021495,7.640007064098712e-05,0.0,0.00021657364074120203,tokens/kWh,290894.1262860461,,s,"[0.18858548500065808, 0.18628625999917858, 0.18766601900279056, 0.18789832399852457, 0.18786967900086893, 0.1869705190001696, 0.18816860999868368, 0.18742002400176716, 0.18779675399855478, 0.18732245299906936, 0.18699850000120932, 0.18706301299971528, 0.18738668399964808, 0.18642776799970306, 0.18693444800010184, 0.18630226900131674, 0.1877733059991442, 0.18635544700009632, 0.1864529449994734, 0.186052949000441, 0.1872032040009799, 0.18716202299765428, 0.18664548300148454, 0.18736967999939225, 0.18757809399903635, 0.18791348100057803, 0.19044203000157722, 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0.19071715500103892, 0.18860231099824887, 0.18811687500055996, 0.18912544300110312, 0.18954644000041299, 0.18954232599935494, 0.19075841200174182, 0.1887963379995199, 0.18957436599885114, 0.18949596799939172, 0.1882947010017233, 0.18797073499808903, 0.18919601400193642, 0.18956611099929432, 0.1897482950007543, 0.19165960600003018, 0.19035007499769563, 0.18956927100225585, 0.1893739650004136, 0.18831306699939887, 0.1890734970002086, 0.18910268999752589, 0.18841314400197007, 0.18891376899773604, 0.18910929699995904, 0.18865991800339543, 0.18816724499993143]",630,118.85481573900324,0.18865843768095752,0.18855288949998794,0.190133199200136,0.19073984635142552,0.19241783571982524,0.0015008210472794352,0.0015008210472794352,tokens/s,5.300584550006248,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,13908.176896,,,,,s,[212.88131610799974],1,212.88131610799974,212.88131610799974,212.88131610799974,212.88131610799974,212.88131610799974,212.88131610799974,0.0,0.0,,kWh,0.0024854783076902654,0.0013546810661839953,0,0.0038401593738742607,,MB,14099.488768,,,,,s,"[3.085648576001404, 3.125771208000515, 3.172748203000083, 3.2183903490004013, 3.2129989040004148, 3.16949053099961, 3.1257201449989225, 3.1229891650000354, 3.1681098900007783, 3.163807656001154]",10,31.565674627003318,3.1565674627003317,3.165958773000966,3.2135380485004132,3.2159641987504073,3.2179051189504024,0.03959545907750532,0.03959545907750532,tokens/s,81.10075359548979,kWh,3.76894692224313e-05,2.0542051506263184e-05,0.0,5.823152072869448e-05,tokens/kWh,4396244.453115443,MB,14141.550592,,,,,s,"[10.562441702997603, 10.570124799996847, 10.579205789999833, 10.56679183199958, 10.623064056999283, 10.560319372998492, 10.54858096499811, 10.555347513000015, 10.565482015997986, 10.590385802999663]",10,105.72174385198741,10.57217438519874,10.566136923998783,10.593653628399625,10.608358842699454,10.620123014139317,0.02030732649458431,0.02030732649458431,tokens/s,5.959039049545123,kWh,0.00012393894126569595,6.755153378432364e-05,0.0,0.0001914904750500196,tokens/kWh,328998.08715573786,,s,"[0.1672027579988935, 0.16594065800018143, 0.16523230899838381, 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benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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, 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benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.0,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,18409.357312,,,,,s,[281.5419003469997],1,281.5419003469997,281.5419003469997,281.5419003469997,281.5419003469997,281.5419003469997,281.5419003469997,0.0,0.0,,kWh,0.003295114423034031,0.0017959640602243736,0,0.005091078483258404,,MB,18496.180224,,,,,s,"[3.809216228000878, 3.733959609999147, 3.804942688000665, 3.768310809999093, 3.7548249259998556, 3.7620312640010525, 3.7119297459994414, 3.7255963560000964, 3.733406252998975, 3.739110922000691]",10,37.543328802999895,3.7543328802999896,3.7469679240002733,3.8053700420006864,3.807293135000782,3.8088316094008587,0.03088193605389662,0.03088193605389662,tokens/s,68.1878800207893,kWh,4.4111446907915905e-05,2.4042275305224027e-05,0.0,6.815372221313993e-05,tokens/kWh,3756214.505781514,MB,18508.5952,,,,,s,"[14.43030288099908, 14.481020698000066, 14.492687886000567, 14.460402018001332, 14.512968471999557, 14.484157147999213, 14.485315399999308, 14.476029752999239, 14.430557556001077, 14.455375278999782]",10,144.70881709099922,14.470881709099922,14.478525225499652,14.494715944600467,14.50384220830001,14.511143219259647,0.025265840651749402,0.025265840651749402,tokens/s,4.353570243089116,kWh,0.00017074737689333372,9.306397276268412e-05,0.0,0.00026381134965601776,tokens/kWh,238807.01145779123,,s,"[0.22858743100005086, 0.23255402100039646, 0.22735287099931156, 0.22528126200086263, 0.22638446599921735, 0.22707579199959582, 0.22884187499948894, 0.22772141900168208, 0.22771481099880475, 0.2293993599996611, 0.22768390200144495, 0.22715724399859027, 0.2289211900006194, 0.22812067000086245, 0.2280333859998791, 0.22798126799898455, 0.22912783100036904, 0.2285934539995651, 0.2276537180005107, 0.22947143000055803, 0.22817429099995934, 0.2270785069995327, 0.22519877400009136, 0.22558603899960872, 0.22862125800020294, 0.22762897000029625, 0.2269600959989475, 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float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,29512.23296,,,,,s,[452.6268964379997],1,452.6268964379997,452.6268964379997,452.6268964379997,452.6268964379997,452.6268964379997,452.6268964379997,0.0,0.0,,kWh,0.005316806453954165,0.0028978651036260074,0,0.008214671557580173,,MB,29945.147392,,,,,s,"[4.568472609998935, 4.582368204999511, 4.54444691900062, 4.556280885999513, 4.687520858999051, 4.685889792001035, 4.58013616199969, 4.666255059000832, 4.695925105999777, 4.564486864999708]",10,46.13178246299867,4.613178246299867,4.5812521834996005,4.688361283699123,4.69214319484945,4.6951687237697115,0.05903369482690934,0.05903369482690934,tokens/s,55.493195001804274,kWh,5.423068487569342e-05,2.955765592708048e-05,0.0,8.378834080277389e-05,tokens/kWh,3055317.691545992,MB,29948.715008,,,,,s,"[18.82291463399997, 18.820126602000528, 18.830091562000234, 18.821122841000033, 18.837960581000516, 19.06763987099839, 19.010145869999178, 18.83763128099963, 18.831767018999017, 18.849741793999783]",10,188.72914205499728,18.87291420549973,18.834699149999324,19.0158952700991,19.041767570548746,19.062465410908462,0.08440966724855548,0.08440966724855548,tokens/s,3.3381172252476654,kWh,0.0002234800153680577,0.00012180531005915002,0.0,0.0003452853254272076,tokens/kWh,182457.79753904292,,s,"[0.2986465040012263, 0.29659508199983975, 0.2962023139989469, 0.29770482200001425, 0.2975508660001651, 0.29772105300071416, 0.2968212069990841, 0.29698622500109195, 0.2968126769992523, 0.2969484810000722, 0.30054808400018374, 0.29823299900090205, 0.2971458489992074, 0.29783534099988174, 0.2975256919999083, 0.2971460089993343, 0.2979718300011882, 0.2997134830002324, 0.298407745998702, 0.2976420160011912, 0.29813986599947384, 0.2975953870009107, 0.29778835799879744, 0.2978344350012776, 0.29893061999973725, 0.29783944399969187, 0.30177260500022385, 0.300298127998758, 0.2989337840008375, 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float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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0.3004713209993497, 0.2989455720016849, 0.2982980979977583, 0.299945528000535, 0.2991668800023035, 0.29800159399746917, 0.29912768400026835, 0.3001573260007717, 0.2997144159999152, 0.3001235670017195, 0.30415772699780064, 0.3117959080009314, 0.3017168330006825, 0.3022184830006154, 0.29915522699957364, 0.30153199099731864, 0.30188464500315604, 0.3017857099985122, 0.30014755400043214, 0.30135967599926516, 0.300246081998921, 0.30447651900249184, 0.3054896369976632, 0.29924636500072666, 0.3003030090003449, 0.3029053229984129, 0.30148956900302437, 0.3056138719985029, 0.3009501630003797, 0.2993351580007584, 0.2999420829983137, 0.2990692740022496, 0.30248620999918785, 0.30169928900068044, 0.2995655999984592, 0.2991252630017698, 0.2992004529987753, 0.3002053989985143, 0.29917518200090853, 0.3021623800013913, 0.30201659399972414]",630,189.67689468200115,0.3010744360031764,0.3006441284996981,0.3046208948981075,0.3064734968998891,0.30961123578832483,0.00272222418932099,0.00272222418932099,tokens/s,3.321437758964862,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,26443.50976,,,,,s,[415.0397877260002],1,415.0397877260002,415.0397877260002,415.0397877260002,415.0397877260002,415.0397877260002,415.0397877260002,0.0,0.0,,kWh,0.004870975018131941,0.0026548695619313563,0,0.007525844580063297,,MB,27036.893184,,,,,s,"[4.955827757999941, 4.977622938000422, 4.965350193000631, 4.962072850998084, 4.957789896001486, 4.951108885001304, 4.950374446998467, 4.9681789860005665, 4.9476556970003, 4.958873555002356]",10,49.59485520600356,4.959485520600356,4.958331725501921,4.969123381200552,4.973373159600487,4.976772982320435,0.008691284116974052,0.008691284116974052,tokens/s,51.61825736493141,kWh,5.8616749155762845e-05,3.194821471299974e-05,0.0,9.056496386876259e-05,tokens/kWh,2826700.183649041,MB,27316.973568,,,,,s,"[19.253475948000414, 19.296676449997904, 19.23186078100116, 19.306696948002354, 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float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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0.08394299100018543, 0.08283424699948227, 0.08389839099982055, 0.08392004400047881, 0.08470993900027679, 0.08335148700007267]",630,52.05741133999891,0.08263081165079192,0.0823335759996553,0.08454489709984045,0.08534786305003762,0.0869452420498692,0.0014663351827056488,0.0014663351827056488,tokens/s,12.102023204444903,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,783.204352,,,,,s,[8.341233877000036],1,8.341233877000036,8.341233877000036,8.341233877000036,8.341233877000036,8.341233877000036,8.341233877000036,0,0,,,,,,,,MB,817.647616,,,,,s,"[0.11657631999997875, 0.11506697499999063, 0.11520626499998343, 0.1152498470000296, 0.11578892699998278, 0.11524519400001054, 0.11512295999995104, 0.11365819100001318, 0.11546401800001149, 0.11369167400005153, 0.11650171000002274, 0.11449697199998354, 0.11368074199998546, 0.11550230599999622, 0.11518458900002315, 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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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,771.022848,,,,,s,[5.929459463000057],1,5.929459463000057,5.929459463000057,5.929459463000057,5.929459463000057,5.929459463000057,5.929459463000057,0,0,,,,,,,,MB,856.04352,,,,,s,"[0.05980819199999132, 0.0596391849999236, 0.059120785000004616, 0.058714286999929755, 0.0598322810000127, 0.059304272999952445, 0.05875843299997996, 0.05973444799997196, 0.05871691400000145, 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float32-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,12558.036992,,,,,s,[193.8872097809999],1,193.8872097809999,193.8872097809999,193.8872097809999,193.8872097809999,193.8872097809999,193.8872097809999,0.0,0.0,,kWh,0.0022609050236562615,0.0012322798463658018,0,0.0034931848700220634,,MB,12691.718144,,,,,s,"[1.6678740850002214, 1.678766489998452, 1.672741901000336, 1.6736433009991742, 1.6712876229994436, 1.6655557890007913, 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0.12299257299855526, 0.12200998800108209, 0.1236051089999819, 0.12476201099889295, 0.12797184600094624, 0.12909498099907069, 0.1232114909998927, 0.1244873590003408, 0.1229470720008976, 0.12368237699956808, 0.12326939999911701, 0.12361786000110442, 0.12352930399902107, 0.12425784600054612, 0.1241120470003807, 0.12599810900064767, 0.1268695740000112, 0.12445772499995655, 0.12704272599876276, 0.12239045100068324, 0.12220809199970972, 0.12279914400096459, 0.12208551999901829, 0.12069282000084058, 0.12156190899986541, 0.12547799599997234, 0.12560537100034708, 0.1264854799992463, 0.12332343799971568, 0.12291404400093597, 0.12289382299968565, 0.12316225399990799, 0.12204260900034569, 0.12272805999964476, 0.1232973120004317, 0.12317515099857701, 0.12298652100071195, 0.12411187299949233, 0.12491493800007447, 0.12416614300127549, 0.12492857899997034, 0.12306169200019212, 0.12240920399926836, 0.12403837000056228, 0.12502665799911483, 0.12238907500068308, 0.12253607499951613, 0.1213196059998154, 0.12630012900081056, 0.12542395499986014, 0.12978099999963888, 0.1250135810005304, 0.12434804999975313, 0.12372970799879113, 0.12441095100075472, 0.12324120300036157, 0.12496107399965695, 0.12533751400042092, 0.1271820879992447, 0.12789083200004825, 0.1263590460002888, 0.12768297299953701, 0.13065632500001811, 0.12868320100096753, 0.1261981770003331, 0.12474517299961008, 0.1284131209995394, 0.12612179899952025, 0.12805511100123113, 0.12713337899913313, 0.12417561499933072, 0.12442138600090402, 0.12351171299997077, 0.12290456399932737, 0.12432569700104068, 0.12486228600027971, 0.12338548799925775, 0.12236410100013018, 0.12629617099992174, 0.12385649099996954, 0.1252392759997747, 0.12863360899973486, 0.1262204680006107, 0.1235330569998041, 0.12334526400081813, 0.12473519199920702, 0.12247713299984753, 0.1230668690004677, 0.1235451299999113, 0.12278192799931276, 0.12470884400136129, 0.12332358799903886, 0.12340145900088828, 0.12537554499976977, 0.12427968399970268, 0.12268495699936466, 0.12407083900143334, 0.12408484399929876, 0.12388888200075598, 0.1255451519991766, 0.12317455300035363, 0.12307567700008804, 0.12664677999964624, 0.12262448399997083, 0.12307781799972872, 0.1243783270001586, 0.12324036599966348, 0.12294018400098139, 0.1229925709994859, 0.12343474599947513, 0.12417287199968996, 0.13084410600094998, 0.12801437999951304, 0.13158001699957822, 0.1266145770005096, 0.12454193099983968, 0.12444717899961688, 0.12167717900047137, 0.12303826700008358, 0.12367778599946178, 0.12662271100089129, 0.12720666200038977, 0.1289300190001086, 0.12458964100005687, 0.12373422099881282, 0.12420569800087833, 0.12360078900019289, 0.1221278720004193, 0.12370458399891504, 0.1239212350010348, 0.12388101799842843, 0.12702723600159516, 0.12452361999930872, 0.12499242900048557, 0.12381833899962658, 0.12410019599883526, 0.12173825400168425, 0.12344342999858782, 0.12272454500089225, 0.12301598299927718, 0.12514534700130753, 0.12389623199851485, 0.12395416500112333, 0.12337778899927798]",630,78.31565358299667,0.12431056124285186,0.1238618690003932,0.12708478719923733,0.128184211950429,0.1305181124500814,0.0019272660815374935,0.0019272660815374935,tokens/s,8.04436879700358,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,24692.92032,,,,,s,[61.0899072480006],1,61.0899072480006,61.0899072480006,61.0899072480006,61.0899072480006,61.0899072480006,61.0899072480006,0.0,0.0,,kWh,0.0006868174514916746,0.0003743408938746743,0,0.0010611583453663488,,MB,25403.76064,,,,,s,"[1.5088509880006313, 1.503296873999716, 1.5010647159997461, 1.5144136610015266, 1.5059537689994613, 1.5235348400001385, 1.5068245349993958, 1.5111596149999968, 1.5185925209989364, 1.5110407339998346]",10,15.104732252999383,1.5104732252999384,1.509945861000233,1.5190867528990566,1.5213107964495975,1.5230900312900304,0.006551634276574619,0.006551634276574619,tokens/s,169.48330874859795,kWh,1.7811766050834118e-05,9.707917005322481e-06,0.0,2.7519683056156597e-05,tokens/kWh,9302432.716161992,MB,25410.277376,,,,,s,"[10.227535673999228, 10.260083082001074, 10.304171300000235, 10.159133708999434, 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Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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7.562598181000794, 7.657830295000167, 7.614479887000925, 7.624223778000669, 7.644094593999398, 7.603300417000355]",10,76.14153990500017,7.614153990500017,7.619351832500797,7.649846638900454,7.65383846695031,7.657031929390196,0.03506812326714269,0.03506812326714269,tokens/s,8.274064338415466,kWh,9.008497942215174e-05,4.909984729598886e-05,0.0,0.00013918482671814063,tokens/kWh,452635.5457378955,,s,"[0.1251336169989372, 0.12180716900002153, 0.12246660299933865, 0.12156948200026818, 0.12075947000084852, 0.12197730700063403, 0.123119460999078, 0.12044800900002883, 0.12094718300068052, 0.12045296899850655, 0.11939885400170169, 0.12283164199834573, 0.1216480560015043, 0.12382758199964883, 0.1217605599995295, 0.12134747200070706, 0.11883795999892754, 0.12012769600005413, 0.12068140300107189, 0.1209350720000657, 0.12038128499989398, 0.11924509699929331, 0.12042812800063984, 0.12279652699908183, 0.12319226700128638, 0.12032389299929491, 0.1184734889993706, 0.11984119699991425, 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bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,3371.634688,,,,,s,[48.40944225799831],1,48.40944225799831,48.40944225799831,48.40944225799831,48.40944225799831,48.40944225799831,48.40944225799831,0.0,0.0,,kWh,0.0005415337166770946,0.0002951555259553189,0,0.0008366892426324136,,MB,3538.542592,,,,,s,"[0.7880055909990915, 0.7823223060004239, 0.7724018469998555, 0.8251293499997701, 0.8002866800015909, 0.7941128009988461, 0.797913406000589, 0.8081121479990543, 0.7980993960009073, 0.7774412640028459]",10,7.943824789002974,0.7943824789002975,0.7960131034997175,0.8098138681991258,0.8174716090994479,0.8235978018197057,0.014667496522338508,0.014667496522338508,tokens/s,322.26289828848354,kWh,9.382483886058146e-06,5.113683832822316e-06,0.0,1.449616771888046e-05,tokens/kWh,17659839.82556811,MB,3592.470528,,,,,s,"[2.6619297889992595, 2.6934113089992024, 2.6973745340001187, 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0.042193502998998156, 0.04260756700023194, 0.043099885999254184, 0.04184429299857584, 0.04200507600035053, 0.04341376800221042, 0.04370745199776138, 0.04325895600049989, 0.0426503849994333, 0.043055915000877576, 0.042289286000595894, 0.042425311999977566, 0.04292054499819642, 0.04370593800194911, 0.043686363998858724, 0.044046612001693575, 0.042423091999808094, 0.04605526099840063, 0.04265562600267003, 0.04205318899767008, 0.042363624001154676, 0.04344614599904162, 0.043275823001749814, 0.04328463699857821, 0.04219226900022477, 0.04179789399859146, 0.04224592800164828, 0.0425648979980906, 0.042538033001619624, 0.04303688800064265, 0.042526671997620724, 0.04350916600014898, 0.043312305002473295, 0.04440153099858435, 0.04331201199966017, 0.043559534002270084, 0.042011433997686254, 0.043311689001711784, 0.04191052899841452, 0.042158491000009235]",630,26.922569154001394,0.042734236752383165,0.04260692299976654,0.04371858490012528,0.04435734985054296,0.04545881107878813,0.0008322938695663368,0.0008322938695663368,tokens/s,23.400441332188596,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,798.892032,,,,,s,[8.25673309100057],1,8.25673309100057,8.25673309100057,8.25673309100057,8.25673309100057,8.25673309100057,8.25673309100057,0.0,0.0,,kWh,6.981589805485302e-05,3.8051053237441425e-05,0,0.00010786695129229445,,MB,835.100672,,,,,s,"[0.06624554900008661, 0.06526084600045579, 0.06537002400000347, 0.06549612800154136, 0.06531217800147715, 0.06487396100055776, 0.06497835099980875, 0.06608851199962373, 0.0657189669982472, 0.06535554299989599, 0.0654226100014057, 0.06541133800055832, 0.06453260600028443, 0.06509452599857468, 0.06495214100141311]",15,0.980113280003934,0.0653408853335956,0.06535554299989599,0.06594069399907312,0.06613562309976259,0.06622356382002181,0.0004304203264354521,0.0004304203264354521,tokens/s,3917.9144679935234,kWh,7.947336912191851e-07,4.3314892811933023e-07,0.0,1.2278826193385153e-06,tokens/kWh,208488984.1814947,MB,845.55776,,,,,s,"[0.6473840580001706, 0.643205524998848, 0.6502341189989238, 0.6480869579991122, 0.64320374899944, 0.645305369000198, 0.6589939950008556, 0.6479464340009145, 0.6468643740008702, 0.6502785669981677, 0.6451608509996731, 0.644981885998277, 0.6406475260009756, 0.6438500900003419, 0.6383506579986715]",15,9.69449415899544,0.646299610599696,0.645305369000198,0.6502607877984701,0.6528931953989741,0.6577738350804794,0.004648820202933521,0.004648820202933521,tokens/s,97.47801014693917,kWh,7.646574295335924e-06,4.167550876959612e-06,0.0,1.1814125172295539e-05,tokens/kWh,5332599.6704129055,,s,"[0.012614911000127904, 0.010488073001397424, 0.010506089000045904, 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float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.3b,EleutherAI/pythia-1.3b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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0.04566447899924242]",630,28.864084203996754,0.04581600667301072,0.04563008399964019,0.04728290149869281,0.0478992822492728,0.04957464343129687,0.0011829496400994005,0.0011829496400994005,tokens/s,21.826433000523366,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.37872392799908994]",630,239.91561436899792,0.3808184355063459,0.38022319349875033,0.386685434701576,0.38812529380065824,0.39284682801189774,0.00428875864058012,0.00428875864058012,tokens/s,2.625923292474994,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,800.27648,,,,,s,[7.250024639997719],1,7.250024639997719,7.250024639997719,7.250024639997719,7.250024639997719,7.250024639997719,7.250024639997719,0.0,0.0,,kWh,5.721620516041337e-05,3.1183561531503536e-05,0,8.839976669191691e-05,,MB,834.506752,,,,,s,"[0.06478042399976403, 0.06745661099921563, 0.06655471200065222, 0.06474048499876517, 0.06389624300209107, 0.0663358710007742, 0.06438100000013947, 0.06581297099910444, 0.06420548999813036, 0.06569095499799005, 0.06564425000033225, 0.06708905999767012, 0.06647115499799838, 0.06641139500061399, 0.0655725420001545, 0.06801892500152462, 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bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,41770.524672,,,,,s,[640.8819599369999],1,640.8819599369999,640.8819599369999,640.8819599369999,640.8819599369999,640.8819599369999,640.8819599369999,0.0,0.0,,kWh,0.007537640933573603,0.004108306162675312,0,0.011645947096248915,,MB,42570.104832,,,,,s,"[5.609389826000552, 5.582859877998999, 5.576088685000286, 5.717493905998708, 5.590049415000976, 5.591057064000779, 5.634964210999897, 5.592433038000308, 5.609207238001545, 5.534666890001972]",10,56.03821015100402,5.603821015100403,5.591745051000544,5.643217180499778,5.680355543249243,5.710066233448815,0.04519342174132666,0.04519342174132666,tokens/s,45.683115022797224,kWh,6.600891595347119e-05,3.597724495271663e-05,0.0,0.00010198616090618781,tokens/kWh,2510144.4914225386,MB,42914.643968,,,,,s,"[29.251677200001723, 29.419681519000733, 29.372838907998812, 29.628249982000852, 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8488C,32,66326.188032,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.0858958819990221, 0.08498998199866037, 0.08512125600100262, 0.085435258999496, 0.08484941899951082, 0.08522696599902702, 0.08509543300169753]",630,53.707255257988436,0.08524961152061657,0.08494156800043129,0.08686101159946702,0.08742505384998367,0.08882091418094205,0.001960640013488116,0.001960640013488116,tokens/s,11.730258732711789,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.24184204099947237, 0.2395298390001699, 0.2414511790011602, 0.23907216400039033, 0.23967239199919277, 0.24472549200072535, 0.24460733799787704, 0.24100540500148782, 0.23858577400096692, 0.2392890859991894, 0.23857971799952793, 0.241262868999911, 0.24058400699868798, 0.23697950700079673, 0.24028064999947674, 0.2419275700012804, 0.24207684700013488, 0.2408085850001953, 0.2395963019989722, 0.24203327700161026, 0.24330167899825028, 0.24380569099957938, 0.2426410570005828, 0.24297148500045296, 0.24094060599963996, 0.2400533899999573]",630,152.53243745099826,0.24211498008094962,0.24164088050019927,0.2463257641011296,0.24816408069800672,0.2509522747601659,0.0031845060103013806,0.0031845060103013806,tokens/s,4.130269013778728,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,1144.38144,,,,,s,[3.977814603999832],1,3.977814603999832,3.977814603999832,3.977814603999832,3.977814603999832,3.977814603999832,3.977814603999832,0.0,0.0,,kWh,1.892947795902842e-05,1.0315768670546156e-05,0,2.9245246629574573e-05,,MB,1205.243904,,,,,s,"[0.043405712000094354, 0.0445680809998521, 0.04447271700064448, 0.045467793999705464, 0.04338873699998658, 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0.007739059000414272]",1197,9.56151700800001,0.007987900591478705,0.007948882000164303,0.00822075260039128,0.0083727249999356,0.008762992319716431,0.00023258998269520012,0.00023258998269520012,tokens/s,125.18933962032217,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,6213.40672,,,,,s,[16.275938918000065],1,16.275938918000065,16.275938918000065,16.275938918000065,16.275938918000065,16.275938918000065,16.275938918000065,0.0,0.0,,kWh,0.0001637260169749987,8.923556238103788e-05,0,0.00025296157935603657,,MB,6333.349888,,,,,s,"[0.3623773369999981, 0.3622877560001143, 0.3620065839995732, 0.36304736900001444, 0.3633081200005108, 0.3653033290001986, 0.3630567099999098, 0.3643778179994115, 0.3709101499998724, 0.36080518900052994]",10,3.637480362000133,0.3637480362000133,0.3630520394999621,0.365864011100166,0.3683870805500192,0.37040553610990173,0.0026641709321859547,0.0026641709321859547,tokens/s,703.783868290725,kWh,4.299549318997832e-06,2.343360719128338e-06,0.0,6.64291003812617e-06,tokens/kWh,38537327.5463192,MB,6337.368064,,,,,s,"[2.815109426000163, 2.8098026689995095, 2.838483731999986, 2.8091518319997704, 2.8377435920001517, 2.833886499000073, 2.8983212479997746, 2.877086817000418, 2.8433996359999583, 2.832128494999779]",10,28.395113945999583,2.8395113945999584,2.8358150455001123,2.8792102601003533,2.888765754050064,2.8964101492098324,0.02715828604635355,0.02715828604635355,tokens/s,22.186915720715284,kWh,3.338223399211316e-05,1.8194512027234223e-05,0.0,5.157674601934738e-05,tokens/kWh,1221480.7032682432,,s,"[0.046688016999723914, 0.045901587000116706, 0.04461874600019655, 0.04494675800015102, 0.044457832999796665, 0.04654983999989781, 0.04514118599945505, 0.04497158699996362, 0.04459340700032044, 0.0432139009999446, 0.04361882400007744, 0.04381920900050318, 0.04339562199947977, 0.04336540700023761, 0.04340997500003141, 0.043383012999584025, 0.043432815999949526, 0.043785513999864634, 0.04525564900086465, 0.045646090999980515, 0.04648787199948856, 0.04414689599980193, 0.043498495000676485, 0.04441595899970707, 0.04673441799968714, 0.045278844000677054, 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0.044884093000291614, 0.04543343800014554, 0.04478481399928569, 0.044886024000334146, 0.044028645000253164, 0.04448159299954568, 0.04803436100064573, 0.04743245800000295, 0.046420753999882436, 0.04598940599953494, 0.04523610199976247, 0.04585392200078786, 0.04518536399973527, 0.04408432400032325, 0.04546896199917683, 0.04365065100046195, 0.0436483829998906, 0.04340259499986132, 0.04331335200004105, 0.04338220600038767, 0.044049076000192144, 0.044578694999472646, 0.04458778499974869, 0.04549030900034268, 0.044433177999962936, 0.04388136600027792, 0.045196422999651986, 0.04498888699981762, 0.04573464500026603, 0.04674081099983596, 0.04828164100035792, 0.04549938599939196, 0.04519220700058213, 0.04541399800018553, 0.04598268299923802, 0.04734115200062661, 0.05017574199973751, 0.04526085999987117, 0.045296149000023433, 0.04918162700050743, 0.045731112999419565, 0.047034275000441994, 0.0447917490000691, 0.045270038999660756, 0.046150322999892524, 0.04704125300031592, 0.04913783899974078, 0.048708483000154956, 0.047735780000039085, 0.04558231600003637, 0.046143325999764784, 0.04496775900042849, 0.04669287599972449, 0.04607198200028506, 0.0460102970000662, 0.04659496399926866, 0.04631062600037694, 0.04793973300002108, 0.044973826999921585, 0.04708621999998286, 0.045392852000077255, 0.044537480999679246, 0.046604157000729174, 0.044152340999971784, 0.044128579999778594, 0.046706102999451105, 0.04640573899996525, 0.04433928200069204, 0.04289254200011783, 0.04431977699914569, 0.04401531300027273, 0.04357651900045312, 0.04536172000007355, 0.04357566699945892, 0.04392200700021931, 0.04400905900001817, 0.04445292699983838, 0.043780715000139026, 0.04514170800030115, 0.045534379999480734, 0.04721039700052643, 0.04722907099949225, 0.043185327999708534, 0.04269869300060236, 0.043083014999865554, 0.04383633700035716, 0.045318824999412755, 0.04557740000018384, 0.045287767000445456, 0.05070030099977885, 0.04491065399997751, 0.04437572899951192, 0.0440028170005462, 0.04494769099983387, 0.043793054999696324, 0.045582712000395986, 0.04492854799991619, 0.04374250000000757, 0.044131038000159606, 0.0434814419995746, 0.04419122800027253, 0.044443173999752617, 0.045006194000052346, 0.04535508699973434, 0.04592367000077502, 0.04487583199988876, 0.045291692999853694, 0.04474439600016922, 0.04671508399951563, 0.04730872900017857, 0.04603484400013258, 0.047871670999484195, 0.048630808000780235, 0.04693430399947829, 0.04610694900020462, 0.04371532499953901, 0.04517457800011471, 0.04433664800035331, 0.0442281269997693, 0.04523552699993161, 0.046601944000030926, 0.04492376999951375, 0.04443876599998475, 0.044101159000092593, 0.04426565399990068, 0.044084832000407914, 0.0446118359996035, 0.044102165999902354, 0.04395402699992701, 0.04470323900022777, 0.04570414800036815, 0.044927762000043, 0.04439570499926049, 0.044088967000789125, 0.04371332399932726, 0.04344523300005676, 0.04337057800057664, 0.04545896099989477, 0.043950520000180404, 0.04405129599945212, 0.044927240000106394, 0.046150500000294414, 0.044667549999758194, 0.0450886079997872, 0.04505587299991021, 0.04367402400021092, 0.044557840000379656, 0.0460939189997589, 0.04642367999986163, 0.046247168999798305, 0.04588324599990301, 0.04460224600006768, 0.04637912199996208, 0.046190329000637576, 0.044823471999734465, 0.046323089999532385, 0.044478629000877845, 0.04426002099990001, 0.044066092999855755, 0.04406755199943291, 0.04315533000044525, 0.044021087999681185, 0.0446011260000887, 0.044498502999886114, 0.04651644700061297, 0.04640689999996539, 0.045654695999473915, 0.044523237999783305, 0.04446625800028414, 0.044742836999830615, 0.045078717000251345, 0.04504220800026815, 0.044343896999635035, 0.04639590799979487, 0.04729198400036694, 0.0489309909999065, 0.04513453599975037, 0.0442267720000018, 0.04420435500014719, 0.04439046400057123, 0.04553917199973512, 0.04532425500019599, 0.044427770999391214]",630,28.39099865999924,0.04506507723809403,0.04483890249957767,0.04671691569956238,0.04752396699968812,0.049200319170104194,0.0012999560842563854,0.0012999560842563854,tokens/s,22.190131722545644,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,28891.213824,,,,,s,[70.78158799099992],1,70.78158799099992,70.78158799099992,70.78158799099992,70.78158799099992,70.78158799099992,70.78158799099992,0.0,0.0,,kWh,0.0008076481956347184,0.00044019834721338135,0,0.0012478465428480997,,MB,29343.502336,,,,,s,"[1.7437643170001138, 1.7584950849995948, 1.766576976999204, 1.7504068059997735, 1.7599606040002982, 1.7510039100006907, 1.7488403130000734, 1.7551094469999953, 1.755109738000101, 1.7480248020001454]",10,17.53729199899999,1.753729199899999,1.753056678500343,1.7606222413001889,1.7635996091496964,1.7659815034293025,0.006361023264613808,0.006361023264613808,tokens/s,145.97464649308318,kWh,2.0728557923333268e-05,1.1297688432834448e-05,0.0,3.202624635616772e-05,tokens/kWh,7993443.788353882,MB,29359.079424,,,,,s,"[11.66014628100038, 11.707034973999725, 11.779427647000375, 11.71096516200032, 11.826416934999543, 11.754815474999305, 11.661871952000183, 11.743198073000713, 11.709236641000643, 11.740957496000192]",10,117.29407063600138,11.729407063600139,11.725961329000256,11.784126575800292,11.805271755399918,11.822187899079617,0.04846408267167672,0.04846408267167672,tokens/s,5.371115492743692,kWh,0.0001391987151951395,7.586870762987156e-05,0.0,0.00021506742282501105,tokens/kWh,292931.3941296435,,s,"[0.19409791999987647, 0.18906852300005994, 0.18790464299991072, 0.19012923200034493, 0.1867118569998638, 0.1820772000000943, 0.18596115699983784, 0.182390205000047, 0.18253424599970458, 0.18706973300049867, 0.18961399699946924, 0.1831858169998668, 0.18443140300041705, 0.19244148599955224, 0.18374964400027238, 0.18132847500055504, 0.1820105879996845, 0.18740940899988345, 0.18309668199981388, 0.1855447739999363, 0.18539661800059548, 0.18560247400000662, 0.1857765089998793, 0.18398074299966538, 0.18206748700049502, 0.1840231890000723, 0.18153690599956462, 0.1902552370002013, 0.18938587100001314, 0.18540662199939106, 0.18490652100081206, 0.18390552299933915, 0.18623639900033595, 0.18503493099979096, 0.18134694400032458, 0.18099800599975424, 0.18791181600045093, 0.1861267489994134, 0.18612793200009037, 0.18480887999976403, 0.1851618470000176, 0.185469183999885, 0.18714894599997933, 0.18273713300004601, 0.18204353800047102, 0.1839753109998128, 0.18361095799991745, 0.1814201020006294, 0.18175439499918866, 0.18350378300056036, 0.18523747899962473, 0.18168825900011143, 0.18338619400037715, 0.18271271399953548, 0.18781613999999536, 0.19102626699987013, 0.18316142900039267, 0.18444906500008074, 0.18140184699950623, 0.18375722100063285, 0.18264061699937884, 0.18727915399995254, 0.18677293900054792, 0.19150444400020206, 0.18718689300021651, 0.18927492999955575, 0.18376860999978817, 0.18241717500040977, 0.18364225999994233, 0.1809194209999987, 0.18559123599970917, 0.19213870000021416, 0.19012959799965756, 0.185197896000318, 0.1817866840001443, 0.1827452910001739, 0.182082113999968, 0.181362896999417, 0.18274845700034348, 0.18502642000021297, 0.18618408199927217, 0.18670611000015924, 0.18567657000039617, 0.18218697599968436, 0.18387961799999175, 0.18528857300043455, 0.18361848799941072, 0.19128813900078967, 0.1912725069996668, 0.18193397599952732, 0.18298469500041392, 0.18380635700032144, 0.18467638499987515, 0.18463978299951123, 0.1849309210001593, 0.18625331899966113, 0.18773734000023978, 0.18379646300036256, 0.19044297500022367, 0.1845094419995803, 0.1868487379997532, 0.18704047500068555, 0.18311205499958305, 0.1821453840002505, 0.1839297810001881, 0.18544743299935362, 0.18352651900022465, 0.18943594600023062, 0.1840910269993401, 0.18752683900038392, 0.18623426999965886, 0.18813964500077418, 0.19521357499979786, 0.1859343779997289, 0.1856976389999545, 0.1845133690003422, 0.19190202400022827, 0.1869167179993383, 0.19302887100002408, 0.18408413100041798, 0.18239779099985753, 0.18220729400036362, 0.18639702599921293, 0.18668450800032588, 0.1863136920001125, 0.1885179370001424, 0.19221607300005417, 0.19312237000031018, 0.18574578300012945, 0.1838672089997999, 0.18557889699968655, 0.1842307950000759, 0.18549212200014153, 0.18941863300005934, 0.1869459370000186, 0.1826508730000569, 0.18299131500043586, 0.18216661999940698, 0.18386659200041322, 0.18286040299972228, 0.1807165560003341, 0.18515300099988963, 0.18346515699977317, 0.18530230299984396, 0.18636511600016092, 0.19136942800014367, 0.18487221299983503, 0.18505671900038578, 0.18561689799935266, 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0.18317661699984455, 0.1908364110004186, 0.18375903299966012, 0.1820250920000035, 0.18550048199995217, 0.18291530199985573, 0.1839646160005941, 0.18285413600005995, 0.18695767399913166, 0.18544886500058055, 0.1876343869998891, 0.18335040399961144, 0.18501308200029598, 0.18326647100002447, 0.18966927800011035, 0.18861041400032263, 0.18950506700002734, 0.18919438699958846, 0.1838550069996927, 0.1890862170002947, 0.18841852900004596, 0.19409628599987627, 0.18705328299984103, 0.1862480019999566, 0.1853342900003554, 0.1874074079996717, 0.1908468850006102, 0.1993163099996309, 0.19083015700016404, 0.18920817599973816, 0.1950168860003032, 0.18718683399947622, 0.1860905460007416, 0.18640279099963664, 0.18520584700036125, 0.1843558149994351, 0.18354665800052317, 0.19140670399974624, 0.18933631199979573, 0.1863242520003041, 0.19808863199978077, 0.18281125800058362, 0.18446104299982835, 0.18164290799995797, 0.18399650199989992, 0.18561512700034655, 0.18072270499942533, 0.1807901430001948, 0.18262367300030746, 0.18411736199959705, 0.18225223100034782, 0.18250505200012412, 0.18750122999972518, 0.18671272800020233, 0.18487530299989885, 0.18325027099945146, 0.18346195400044962, 0.18397861500034196, 0.18536290599968197, 0.19964728499962803, 0.19297499999993306, 0.18829029200060177, 0.1849357789997157, 0.18516330100010236, 0.1844269550001627, 0.18287762999989354, 0.18411505399944872, 0.18546680600047694, 0.18365017799987982, 0.18599596500007465, 0.18612168799973006, 0.18494266400011838, 0.1860125519997382, 0.1891473940004289, 0.1823100740002701, 0.18705054899965035, 0.1866339110001718, 0.1817791009998473, 0.1848899619999429, 0.18334666999999172, 0.18092275799972413, 0.18545581200032757, 0.18660668800021085, 0.18219770099949528, 0.18276451600013388, 0.18378454800040345, 0.18383981900024082, 0.1839712579994739, 0.18396354600008635, 0.18803424799989443, 0.18246141300005547, 0.1818417969998336, 0.18349295700045332, 0.1834570499995607, 0.1818850340005156, 0.1829348649998792, 0.18537790600021253, 0.18209529099931387, 0.18515778800065164, 0.18962060499961808, 0.18762099000014132, 0.18480479400022887, 0.18324441499953537, 0.18936914000005345, 0.18834467099986796, 0.18737430900000618, 0.18606413700035773, 0.19074200300019584, 0.18536046400004125, 0.18594832899998437, 0.18192169400026614, 0.18799661100001686, 0.18226787399999012, 0.1830200149997836, 0.18533764199946745, 0.1851139240006887, 0.18443006899997272, 0.18870446199980506, 0.18824727900027938, 0.1854401489999873, 0.18118351099928987, 0.18263963000026706, 0.18546307799988426, 0.1896765020001112, 0.18544265600030485, 0.18353328099965438, 0.18171309999979712, 0.18614315900049405, 0.193551407999621, 0.18625760600025387, 0.18731656699947052, 0.18862863300000754, 0.18726013400009833, 0.18886560400005692, 0.1837331010001435, 0.18275007900047058, 0.1836680639999031, 0.1825248229997669, 0.1845430249995843, 0.18458858900066843, 0.18844495599932998, 0.18359527100074047, 0.18360760899940942, 0.18729515100039862, 0.1881319980002445, 0.1871580829993036, 0.18529125600070984, 0.186288006999348, 0.18953439200049615, 0.18798510899978282, 0.18998767799985217, 0.1847258289999445, 0.1875381620002372, 0.18684977399971103, 0.18615961100022105, 0.19137548799972137, 0.18400603000009141, 0.19627598300030513, 0.18766158200014615, 0.18563259699931223, 0.19012382500022795, 0.1872283390002849, 0.18704490500022075, 0.18795956700068928, 0.18272633899960056, 0.18440808600007585, 0.18679580200023338, 0.18433976199958124, 0.18475821900028677, 0.18485869899996032, 0.1849689489999946, 0.18452794499989977, 0.18415931799972896, 0.18328649200066138, 0.18390790199919138, 0.18417644600049243, 0.1889709919996676, 0.18804604500019195, 0.18789826700049161, 0.1860428679992765, 0.1898498810005549, 0.1820250920000035, 0.18555392599955667, 0.18420546000015747, 0.18507365900040895, 0.1872310919998199, 0.18938197499937814, 0.18727181000031123, 0.18739677899975504, 0.18234487700010504, 0.18054165300054592, 0.18539218800015078, 0.18484329900002194, 0.18271149699921807, 0.1826164960002643, 0.18242556499990314, 0.18480842300050426, 0.18618775499999174, 0.18638361699959205, 0.18281039599969517, 0.18345557200063922, 0.1918375199993534, 0.19003659100053483, 0.1862367069998072, 0.1830747390004035, 0.18614851599977555, 0.18576060200030042, 0.1828170279995902, 0.18536924, 0.1849696680001216, 0.19334557599995605, 0.1920371280002655, 0.19535247599924332, 0.1834997170008137, 0.186500917999183, 0.1829995490006695, 0.18577678699966782, 0.1838070339999831, 0.18408398799965653, 0.18587602200022957, 0.18759542099996906, 0.1918382379999457, 0.18695368000044255, 0.18741855600001145, 0.18806175800000346, 0.1830672340001911, 0.18774797599962767, 0.18182993099981104, 0.1898508820004281, 0.18965422899964324, 0.18508841400034726, 0.1871089149999534, 0.1915432879995933, 0.18307604500023444, 0.18610160400021414, 0.18868003300030978, 0.1863884770000368, 0.18895192999934807, 0.18901470499986317, 0.19213344500076346, 0.19929738999962865, 0.18866027599960944, 0.18866969999999128, 0.1852253840006597, 0.18650037399947905, 0.19418333300018276, 0.18745224800022697, 0.1832346929995765, 0.18590632900031778, 0.18501194399959786, 0.18643783300012728, 0.18486858200049028, 0.18590127100014797, 0.18766696799957572, 0.1824805890000789, 0.1822942039998452, 0.18195725100031268, 0.18475100399973599, 0.18314675800047553, 0.18484022899974661, 0.18335736199969688, 0.18439731800026493, 0.18627632199968502, 0.18199586300033843, 0.18219920299998194, 0.18187879000015528, 0.18265165599950706, 0.18421428900001047, 0.1817873090003559, 0.1826972709995971, 0.18275255900061893, 0.18410001199936232, 0.18796488899988617, 0.18756187500002852, 0.18419534500026202, 0.1846976930000892, 0.1861467079997965, 0.18426850200012268, 0.18452676400011114, 0.19653245999961655, 0.18504489099996135, 0.19157452300078148, 0.18731957099953433, 0.18607898699974612, 0.1862944520007659, 0.19607883699973172, 0.18790481699943484, 0.18475450500045554, 0.1856389369995668]",630,117.289855936001,0.18617437450158889,0.1855664114996216,0.19074156289952954,0.19218125515012616,0.1964616132896572,0.0033088290151391227,0.0033088290151391227,tokens/s,5.371308498697094,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-160m,EleutherAI/pythia-160m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.3b,EleutherAI/pythia-1.3b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,11693.232128,,,,,s,[29.692677327999263],1,29.692677327999263,29.692677327999263,29.692677327999263,29.692677327999263,29.692677327999263,29.692677327999263,0.0,0.0,,kWh,0.00031953356966666767,0.0001741569269849481,0,0.0004936904966516157,,MB,11810.480128,,,,,s,"[0.7128863259995342, 0.7031375950000438, 0.7035544059999665, 0.7060497639995447, 0.7086903850004092, 0.7047415730003195, 0.7053224250003041, 0.7071546890001628, 0.7023360679995676, 0.7116714719995798]",10,7.065544702999432,0.7065544702999432,0.7056860944999244,0.7117929573995753,0.7123396416995547,0.7127769891395382,0.003387153648215051,0.003387153648215051,tokens/s,362.32167619196304,kWh,8.339960421203993e-06,4.545482490107906e-06,0.0,1.28854429113119e-05,tokens/kWh,19867380.714966513,MB,11881.373696,,,,,s,"[5.117218377000427, 5.127699735000533, 5.118126490000577, 5.096788607000235, 5.073860777999471, 5.081828261999362, 5.126285903999815, 5.055147748999843, 5.038972444000137, 5.039254801000425]",10,50.875183147000826,5.087518314700082,5.089308434499799,5.126427287099887,5.12706351105021,5.1275724902104685,0.03312882699635841,0.03312882699635841,tokens/s,12.383247804330304,kWh,6.0176040921157645e-05,3.2798208095035486e-05,0.0,9.297424901619312e-05,tokens/kWh,677606.9789929406,,s,"[0.08513395699992543, 0.08202587899995706, 0.0855380660004812, 0.08229324700005236, 0.08214595600020402, 0.08195778199933557, 0.08400415600044653, 0.08242733899987797, 0.08090974100014137, 0.08125093199942057, 0.0809245890004604, 0.0792719909995867, 0.07878862699999445, 0.07983956299995043, 0.07984484700045869, 0.0792962269997588, 0.07920504000048822, 0.079292864999843, 0.08014748599998711, 0.07930740899973898, 0.07995282699994277, 0.08009111100000155, 0.0794495480004116, 0.07979035500011378, 0.08103910299996642, 0.08568738599933567, 0.07893809100005456, 0.08420023899998341, 0.08082088599985582, 0.08231146200068906, 0.08118991999981517, 0.08476066699950024, 0.08108650400026818, 0.0797060920003787, 0.08103243400000792, 0.08021599899984722, 0.08089039700007561, 0.08301093799946102, 0.08040143800008082, 0.08048485700055608, 0.08164944700001797, 0.08147305199963739, 0.08153206699989823, 0.0790480989999196, 0.08122419100072875, 0.08052264399975684, 0.08229998200022237, 0.08620501199948194, 0.08313966100013204, 0.08035484199990606, 0.08096888399995805, 0.08038646600016364, 0.08230135899975721, 0.08254578500054777, 0.08092043999931775, 0.08151437400010764, 0.079236094999942, 0.0808536800004731, 0.08020093999948585, 0.08159032399998978, 0.07989376500063372, 0.08056713199948717, 0.07948306600064825, 0.08373317099994892, 0.0826697319998857, 0.08050880800055893, 0.08100699300030101, 0.07884513299995888, 0.07836831399981747, 0.07879485299963562, 0.08217182400039746, 0.08295150300000387, 0.07993183700000372, 0.07890721100011433, 0.07992734199979168, 0.07918348600014724, 0.07917284999984986, 0.07986706100018637, 0.07910009799979889, 0.08055615099965507, 0.07827490100044088, 0.08202696499938611, 0.08246980400053872, 0.0797767849999218, 0.0830489359996136, 0.08303022700056317, 0.08180975699997362, 0.08544205799989868, 0.08230701699994825, 0.08003554199967766, 0.08050052900034643, 0.08336810699984198, 0.08287995800037606, 0.08059496999976545, 0.08166866699957609, 0.0820800670007884, 0.0809477919992787, 0.08389523599998938, 0.08576402900052926, 0.08517004899931635, 0.08441525200032629, 0.08033221500045329, 0.08421127499968861, 0.08096043200021086, 0.0835155009999653, 0.08071007699982147, 0.08195673499994882, 0.08050325000021985, 0.08643250099976285, 0.07949374500003614, 0.07996750900019833, 0.08040179399995395, 0.08075502999963646, 0.08041177599989169, 0.07882094300020981, 0.08208811500026059, 0.08159720099956758, 0.08005534800031455, 0.08126354999967589, 0.08075364500018622, 0.08221362499989482, 0.0811672070003624, 0.08106408399999054, 0.08221545000014885, 0.08029850799994165, 0.08090841499961243, 0.08467235200077994, 0.08078434199978801, 0.0850054739994448, 0.08193503500024235, 0.07924642899979517, 0.08367092200023762, 0.08213725099994917, 0.08260723800049163, 0.07986773099946731, 0.08061346900012722, 0.08074783499978366, 0.0799832789998618, 0.08209295400047267, 0.08120266199966863, 0.08013327800017578, 0.08081873999981326, 0.08023521199993411, 0.08124261100056174, 0.0803282950000721, 0.08032242899935227, 0.0798582900006295, 0.07939764799994009, 0.08119043599981524, 0.07987244699961593, 0.08072382600039418, 0.07929415000035078, 0.07968295799946645, 0.07996801399985998, 0.07887969600051292, 0.08153034899987688, 0.07960405799985892, 0.07926065399988147, 0.08039230099984707, 0.07973461600067822, 0.08239320699976815, 0.08059527099976549, 0.08258835600008751, 0.08116309399974853, 0.08111494300010236, 0.08132508900052926, 0.08515462899958948, 0.08159987500039279, 0.080712050999864, 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0.08026705299926107, 0.08098888900076417, 0.08336062800026411, 0.0816835750001701, 0.08097083199936606, 0.08001746600075421, 0.07894229999965319, 0.07859551500041562, 0.07994078599949717, 0.07866371799991612, 0.07866523099983169, 0.07762355800059595, 0.07734132599944132, 0.07770236099986505, 0.07952964100059035, 0.08034714399946097, 0.07828872200025216, 0.07738011600031314, 0.07945138400009455, 0.08203328099989449, 0.08248955499948352, 0.08157155600019905, 0.07963932599977852, 0.08011948200055485, 0.08363140299934457, 0.08091615600005753, 0.08010566900065896, 0.07881312700010312, 0.07982966099916666, 0.07859695200022543, 0.07945152800039068, 0.07932195099965611, 0.0814988620004442, 0.07904533399960201, 0.07923260500047036, 0.08110810199923435, 0.07861342400065041, 0.07971087699934287, 0.08063507600036246, 0.08091826800045965, 0.08349367299979349, 0.08108225900014077, 0.08038827199925436, 0.08071146000020235, 0.07972314600010577, 0.07929869700001291, 0.07809358200029237, 0.07864862799942784, 0.08029066400013107, 0.07842572400022618, 0.07845729499968002, 0.0786614290000216, 0.0788069620002716, 0.07916026699967915, 0.08000153900047735, 0.07972827899993717, 0.08027326899991749, 0.0823128860001816, 0.08273503799955506, 0.08054200400056288, 0.08080969499951607, 0.08214334600052098, 0.0796858979992976, 0.0799029520003387, 0.07930173000022478, 0.08636487200055853, 0.07952065399967978, 0.07862036599999556, 0.07936355099991488, 0.07931421899957058, 0.07968552300008014, 0.08077384400075971, 0.08131198299997777, 0.08155853199968988, 0.07825009299995145, 0.08195902700026636, 0.08061933299995871, 0.07960848799939413, 0.0790168880002966, 0.0782681410000805, 0.07776716300031694, 0.07754907199978334, 0.07735553699967568, 0.07754981600010069, 0.0795972289997735, 0.08000435900066805, 0.07859122399986518, 0.07871378599975287, 0.07910466700013785, 0.08041404799951124, 0.08182510700044077, 0.08080424600029801, 0.08577307299947279, 0.08118614500017429, 0.0817508390000512, 0.07948847500028933, 0.07849391699983244, 0.07954872499976773, 0.08297483499973168, 0.0785095020000881, 0.07878089099995123, 0.07863892000023043, 0.07975816300040606, 0.07979161399998702, 0.08055574799982423, 0.07987258299999667, 0.0813768110001547, 0.07965723500001332, 0.08000196400007553, 0.0790573559997938, 0.07908561000022019, 0.0789528129998871, 0.07977611999922374, 0.08000209400051972, 0.08032692199958547, 0.07961203200011369, 0.08017321500028629, 0.08171781500004727, 0.08007128099961847, 0.07838874800017948, 0.07844603500052472, 0.07944792699981917, 0.08124903699990682, 0.08099690099970758, 0.08195437999984279, 0.08111198900041927, 0.08002706000024773, 0.07879129599950829]",630,50.870208765001735,0.08074636311905037,0.08040678499992282,0.08317930929997601,0.0842358082998544,0.0858215411499441,0.0017686016245144264,0.0017686016245144264,tokens/s,12.384458709621702,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,24784.125952,,,,,s,[60.94538645600005],1,60.94538645600005,60.94538645600005,60.94538645600005,60.94538645600005,60.94538645600005,60.94538645600005,0.0,0.0,,kWh,0.0006915085928027693,0.00037689746464328214,0,0.0010684060574460514,,MB,25631.059968,,,,,s,"[1.5698458879996906, 1.5727712649995738, 1.5639103779994912, 1.5642833829997471, 1.5750598639997406, 1.571516070999678, 1.6381533089997902, 1.5637665220001509, 1.5709334759994817, 1.5741780790003759]",10,15.76441823499772,1.576441823499772,1.57122477349958,1.5813692084997455,1.6097612587497678,1.6324748989497857,0.02095818255088791,0.02095818255088791,tokens/s,162.39102273477397,kWh,1.852625754090323e-05,1.0097362490620011e-05,0.0,2.8623620031523242e-05,tokens/kWh,8943662.601657888,MB,25636.626432,,,,,s,"[10.488989735999894, 10.453993805999744, 10.370934601000044, 10.438207143, 10.46001270600027, 10.673009981000178, 10.59955435899974, 10.521622971000397, 10.470219595000344, 10.440186087999791]",10,104.9167309860004,10.49167309860004,10.465116150500307,10.606899921199783,10.63995495109998,10.666398975020138,0.0827014476259532,0.0827014476259532,tokens/s,6.004762005824069,kWh,0.00012428676197520842,6.774111760068445e-05,0.0,0.00019202787957589283,tokens/kWh,328077.36115786916,,s,"[0.17634096700021473, 0.1772590989994569, 0.16587021500072296, 0.16387236499940627, 0.1634900610006298, 0.16574656499960838, 0.16618839100010518, 0.16818755100030103, 0.16527234599925578, 0.16315066200058936, 0.16677345300013258, 0.16612569999961124, 0.1643164289998822, 0.16596603300058632, 0.1677259869993577, 0.16455881999991107, 0.16607306600053562, 0.16920493099951273, 0.16686815400043997, 0.16604068899960112, 0.16925289800019527, 0.16768638899975485, 0.16288473500026157, 0.16418038200026785, 0.16312971399929665, 0.16882240700033435, 0.16878662799990707, 0.1635795660004078, 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float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-2b,google/gemma-2b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-70m,EleutherAI/pythia-70m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-13b,huggyllama/llama-13b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.022264965000431403, 0.02173635600047419, 0.022077655999964918, 0.021724152999013313, 0.021822243001224706, 0.021746510999946622, 0.02171605399962573]",630,13.822360341002423,0.021940254509527655,0.021863024499907624,0.022265870299452217,0.022460998100450522,0.0237224520511154,0.00045206245710816196,0.00045206245710816196,tokens/s,45.578322692917965,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,2622.492672,,,,,s,[32.671674219000124],1,32.671674219000124,32.671674219000124,32.671674219000124,32.671674219000124,32.671674219000124,32.671674219000124,0.0,0.0,,kWh,0.00035403313063955773,0.0001929603251907227,0,0.0005469934558302804,,MB,2664.787968,,,,,s,"[0.46542303299793275, 0.45305095500225434, 0.450926868001261, 0.46406827099781367, 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benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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, 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bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,3369.648128,,,,,s,[41.76044768700012],1,41.76044768700012,41.76044768700012,41.76044768700012,41.76044768700012,41.76044768700012,41.76044768700012,0.0,0.0,,kWh,0.0004643622672284683,0.0002530939468469397,0,0.000717456214075408,,MB,3381.571584,,,,,s,"[0.6140616960001353, 0.62002756199945, 0.6205207339999106, 0.6176413719995253, 0.6187153479995686, 0.6232950139992681, 0.6196228889994018, 0.6226051439998628, 0.6247806050005238, 0.6231531230005203]",10,6.2044234869981665,0.6204423486998166,0.6202741479996803,0.6234435730993937,0.6241120890499587,0.6246469018104108,0.0030228229371141824,0.0030228229371141824,tokens/s,412.60884357179543,kWh,7.31282526527808e-06,3.985661236831673e-06,0.0,1.1298486502109754e-05,tokens/kWh,22657902.00768903,MB,3403.8784,,,,,s,"[2.3321176449999257, 2.33378296400042, 2.347211710999545, 2.341326896999817, 2.3443650460003482, 2.344184829000369, 2.3582893730008436, 2.3564610079993145, 2.359045308999157, 2.3525891079998473]",10,23.469373889999588,2.346937388999959,2.3457883784999467,2.358364966600675,2.358705137799916,2.358977274759309,0.009146150181136431,0.009146150181136431,tokens/s,26.843494119306094,kWh,2.7821125621389345e-05,1.516352024978064e-05,0.0,4.298464587116999e-05,tokens/kWh,1465639.6190588232,,s,"[0.039803675999792176, 0.03697677699983615, 0.03681281500030309, 0.036921347999850695, 0.03674328699980833, 0.03934949599988613, 0.036475088000770484, 0.03641848099960043, 0.03662488299960387, 0.03627696100011235, 0.03648823399998946, 0.03668468600062624, 0.03643710399956035, 0.03689026400024886, 0.036527297999782604, 0.03635698499965656, 0.03679431700038549, 0.03660187799960113, 0.03677104500002315, 0.03645060700000613, 0.03675654400012718, 0.0369150599999557, 0.036444555000343826, 0.036845218999587814, 0.03652210100062803, 0.03675167999972473, 0.03674526200029504, 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0.1689660800002457, 0.16529487499792594, 0.1732715719990665, 0.1635373380013334, 0.16745217599964235, 0.17692074099977617, 0.1676385870014201, 0.16430096199837863, 0.16864636200261884, 0.16662543499842286, 0.16602867400069954, 0.16580187799991108, 0.16797693699845695, 0.16323855399969034, 0.16412488700007088, 0.1654387160015176, 0.1675354819999484, 0.17020324099939899, 0.1697559829990496, 0.16661690500041004, 0.16913670600115438, 0.17121506499825045, 0.17203744500147877, 0.1701689420006005, 0.16898037300052238, 0.1652519229974132, 0.16925891299979412]",630,104.83888343299623,0.166410926084121,0.16606891749870556,0.1709947369996371,0.17277992384897514,0.17688046173978364,0.003562546317623857,0.003562546317623857,tokens/s,6.009220809783237,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,29240.582144,,,,,s,[371.31224669600124],1,371.31224669600124,371.31224669600124,371.31224669600124,371.31224669600124,371.31224669600124,371.31224669600124,0.0,0.0,,kWh,0.004356582374000691,0.0023745055560126884,0,0.006731087930013379,,MB,29630.91456,,,,,s,"[1.197082970998963, 1.1754296290000639, 1.1682314229983604, 1.1715023089982424, 1.1708929399992485, 1.170873422999648, 1.1723030119992472, 1.1960609079997084, 1.1745950240001548, 1.1865920060008648]",10,11.783563644994501,1.1783563644994501,1.173449017999701,1.1961631142996338,1.1966230426492985,1.1969909853290301,0.010259184265722475,0.010259184265722475,tokens/s,217.25176501146606,kWh,1.407287863590202e-05,7.67008642556832e-06,0.0,2.1742965061470342e-05,tokens/kWh,11773923.164400665,MB,29634.076672,,,,,s,"[7.519972739999503, 7.547481583000263, 7.55203719200108, 7.541144804001306, 7.513619411000036, 7.529730021000432, 7.5177291609998065, 7.522523369001647, 7.508399943999393, 7.567439643000398]",10,75.32007786800386,7.532007786800387,7.5261266950010395,7.553577437101012,7.560508540050705,7.56605342241046,0.018217693238171906,0.018217693238171906,tokens/s,8.364303620397946,kWh,8.841206464972379e-05,4.8188018779430464e-05,0.0,0.00013660008342915422,tokens/kWh,461200.303971074,,s,"[0.12376139700063504, 0.11914676299966231, 0.11870415100020182, 0.11842480999985128, 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8488C,32,66326.188032,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,13908.447232,,,,,s,[176.304960974001],1,176.304960974001,176.304960974001,176.304960974001,176.304960974001,176.304960974001,176.304960974001,0.0,0.0,,kWh,0.002052566652886824,0.0011187271105803519,0,0.003171293763467176,,MB,14091.821056,,,,,s,"[2.6530490859986458, 2.642728546001308, 2.647934435000934, 2.6479509210003016, 2.6481192220016965, 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0.13623711000036565, 0.13730592700085253, 0.13826085600157967, 0.13791609299732954, 0.13684922600077698, 0.13683443799891393, 0.140225797000312, 0.13806719300191617, 0.13668704799783882, 0.13621738700021524, 0.13594950100014103, 0.13665037100145128, 0.13642862599954242, 0.13570627499939292, 0.13624921299924608, 0.13560703600160195, 0.1377742650001892, 0.13610984299884876, 0.13763423099953798, 0.13686569000128657, 0.13644986700091977, 0.13637503599966294, 0.13642656999945757, 0.13611380600195844, 0.13708108799983165, 0.13649777999671642, 0.13625585400222917, 0.13653547699868795, 0.13590561499950127, 0.1366453270020429, 0.13662932099759928, 0.13732337100009318, 0.13651879200187977, 0.13725362200057134, 0.14279758499833406, 0.13760840500253835, 0.13809396699798526, 0.1400265650008805, 0.13801330500064068, 0.1391911020000407, 0.13774147799995262, 0.13644119299715385, 0.13657079699987662, 0.13839933700000984, 0.13683979699999327, 0.13719998100350494, 0.137585530999786, 0.13786572499884642, 0.13745317899883958]",630,86.46065110400014,0.13723912873650815,0.13699907600130246,0.13854171339953608,0.14009830834966122,0.14138344144037546,0.0012112865034143803,0.0012112865034143803,tokens/s,7.286551650440357,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,14660.329472,,,,,s,[189.61195073099998],1,189.61195073099998,189.61195073099998,189.61195073099998,189.61195073099998,189.61195073099998,189.61195073099998,0.0,0.0,,kWh,0.002209707835945835,0.0012043753893331984,0,0.0034140832252790333,,MB,14726.295552,,,,,s,"[2.8545956180000758, 2.8756732639999427, 2.8452975820000574, 2.8516936979999628, 2.8433061529999577, 2.845820881999771, 2.8701853959996697, 2.8647798739998507, 2.861125056000219, 2.850287838999975]",10,28.56276536199948,2.8562765361999483,2.8531446580000193,2.870734182799697,2.8732037233998198,2.875179355879918,0.010598517324676666,0.010598517324676666,tokens/s,89.62717606488758,kWh,3.363357890930594e-05,1.8331418861219077e-05,0.0,5.1964997770525015e-05,tokens/kWh,4926392.975719617,MB,14729.859072,,,,,s,"[9.059928283999852, 9.083723085000202, 9.070894353999847, 9.102390683000067, 9.092185953000353, 9.087962708000305, 9.112830492000285, 9.122804170000109, 9.060373020000043, 9.188654143000349]",10,90.98174689200141,9.09817468920014,9.090074330500329,9.129389167300133,9.15902165515024,9.182727645430328,0.036070318577529285,0.036070318577529285,tokens/s,6.924465857397007,kWh,0.00010788411357104117,5.8801048559558835e-05,0.0,0.0001666851621306,tokens/kWh,377958.056942337,,s,"[0.14773469500005376, 0.14541687099972478, 0.1438440670003729, 0.14278386299974954, 0.1428530530001808, 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""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.14987922399814124, 0.14861824900071952, 0.1496522540001024, 0.15247105399976135, 0.15287066000018967, 0.14942391099975794, 0.14926220499910414, 0.1488288910004485, 0.14882064400080708, 0.1489001959998859, 0.1487656919998699, 0.14905763400020078, 0.14911083200058783, 0.14936755300004734, 0.14856029899965506, 0.14957519399831654, 0.1497133289994963, 0.1504749730011099, 0.14864729500186513, 0.14825794299758854, 0.15053129400257603, 0.148573991999001, 0.14914765700086718, 0.151984394997271, 0.14966127000298002, 0.14886562299943762, 0.149642396998388]",630,94.02487574200131,0.1492458345111132,0.1489767329985625,0.15077840830163042,0.15158435600078518,0.15388884847900045,0.0023564849366593467,0.0023564849366593467,tokens/s,6.700354507552689,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,13907.84512,,,,,s,[176.25571897400005],1,176.25571897400005,176.25571897400005,176.25571897400005,176.25571897400005,176.25571897400005,176.25571897400005,0.0,0.0,,kWh,0.0020531850610485966,0.001119064387238886,0,0.003172249448287483,,MB,14091.022336,,,,,s,"[2.5975762249981926, 2.5975992780004162, 2.5904791180000757, 2.611348062997422, 2.6079257119999966, 2.5822538169995823, 2.649757064998994, 2.60893330700128, 2.589197122997575, 2.5649432110003545]",10,26.00001291899389,2.600001291899389,2.5975877514993044,2.6151889631975793,2.6324730140982866,2.6463002548188523,0.021236896859282848,0.021236896859282848,tokens/s,98.46148953756224,kWh,3.063919564625116e-05,1.669935556010466e-05,0.0,4.733855120635582e-05,tokens/kWh,5407854.559892586,MB,14159.437824,,,,,s,"[8.635063148001791, 8.630711007001082, 8.646617264999804, 8.630806029002997, 8.652265226002783, 8.63391594299901, 8.619328510001651, 8.633600851000665, 8.639037175002159, 8.646954774001642]",10,86.36829992801358,8.636829992801358,8.6344895455004,8.647485819201757,8.649875522602269,8.65178728532268,0.009184186297716767,0.009184186297716767,tokens/s,7.294342953665796,kWh,0.00010161762185221883,5.538559524369483e-05,0.0,0.00015700321709591372,tokens/kWh,401265.66299283615,,s,"[0.1420107320009265, 0.13745547800135682, 0.14085356899886392, 0.13779755200084765, 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benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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, 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bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.03768848599793273, 0.03807310900083394, 0.03726165899934131, 0.03752061699924525, 0.03758844600088196, 0.03763940299904789, 0.03768806100197253, 0.037557701998593984, 0.03815402200052631, 0.03760271400096826, 0.03774886799874366, 0.03770003699901281, 0.03790980900157592, 0.03753259199947934, 0.0375178419999429, 0.03768779299934977, 0.03799631700167083, 0.037772206000227015]",630,23.753106803003902,0.03770334413175223,0.037617629999658675,0.03807044089880947,0.03824635315049818,0.04019612211955973,0.0005265778318644068,0.0005265778318644068,tokens/s,26.52284626280247,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,6125.551616,,,,,s,[78.44834451299994],1,78.44834451299994,78.44834451299994,78.44834451299994,78.44834451299994,78.44834451299994,78.44834451299994,0.0,0.0,,kWh,0.0008962146770479176,0.0004884705198879699,0,0.0013846851969358874,,MB,6138.515456,,,,,s,"[1.1905904429995644, 1.1903176160003568, 1.20404761699956, 1.2163279020005575, 1.1979209820001415, 1.2079278709998107, 1.2026448590004293, 1.2016347819999282, 1.2057970939995357, 1.2037985340002706]",10,12.021007700000155,1.2021007700000155,1.20322169650035,1.2087678740998853,1.2125478880502214,1.2155718992104902,0.007389289337884672,0.007389289337884672,tokens/s,212.96051578104945,kWh,1.4147656933749634e-05,7.710834706895599e-06,0.0,2.185849164064523e-05,tokens/kWh,11711695.583055485,MB,6171.549696,,,,,s,"[4.446253910999985, 4.465657509999801, 4.461441598999954, 4.46148068399998, 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bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.24358360000042012]",630,154.5752731890061,0.2453575764904859,0.24506375050077622,0.24784562580098282,0.24927415269958145,0.25233534929939194,0.002086924855309514,0.002086924855309514,tokens/s,4.075684208752268,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,12674.674688,,,,,s,[165.09817372999987],1,165.09817372999987,165.09817372999987,165.09817372999987,165.09817372999987,165.09817372999987,165.09817372999987,0.0,0.0,,kWh,0.0019204295116506962,0.0010467072232440296,0,0.002967136734894726,,MB,12897.427456,,,,,s,"[2.457741731999704, 2.458179379000285, 2.4655588480000006, 2.4572685719995206, 2.4607766839999385, 2.4534944759998325, 2.4588960970004337, 2.4496756160006044, 2.4566528109999126, 2.4551789659999486]",10,24.57342318100018,2.457342318100018,2.4575051519996123,2.4612549003999447,2.463406874199973,2.465128453239995,0.004016538618806774,0.004016538618806774,tokens/s,104.1775897946264,kWh,2.9036435492778186e-05,1.5825797797679914e-05,0.0,4.4862233290458097e-05,tokens/kWh,5706358.806137489,MB,13028.33152,,,,,s,"[8.406256086000212, 8.376018476999889, 8.385005997000007, 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0.00413596399994276, 0.0040161590004572645, 0.004106708000108483, 0.004292989999157726]",2142,9.21882612599802,0.004303840394957059,0.004254375499840535,0.004599179198885394,0.00471129889920121,0.005125595419704048,0.00025136191906720886,0.00025136191906720886,tokens/s,232.35062368291597,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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, 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bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,6106.86976,,,,,s,[18.004906378999294],1,18.004906378999294,18.004906378999294,18.004906378999294,18.004906378999294,18.004906378999294,18.004906378999294,0.0,0.0,,kWh,0.00016771688303544527,9.141059711839846e-05,0,0.0002591274801538437,,MB,6306.996224,,,,,s,"[0.4204546979999577, 0.42319403299916303, 0.41894307600159664, 0.42922996199922636, 0.42680400099925464, 0.4270587079990946, 0.4234374619991286, 0.4228669699987222, 0.4189545269982773, 0.4232502859995293]",10,4.23419372299395,0.423419372299395,0.42322215949934616,0.4272758333991078,0.4282528976991671,0.4290345491392145,0.0032803907961888408,0.0032803907961888408,tokens/s,604.6015292351464,kWh,4.991616356365904e-06,2.7205444640951396e-06,0.0,7.712160820461044e-06,tokens/kWh,33194328.53640829,MB,6308.487168,,,,,s,"[3.167283105001843, 3.2106090300003416, 3.1754859809989284, 3.1991434410010697, 3.187368785002036, 3.172100859002967, 3.1701420870012953, 3.1742682750009408, 3.214260519001982, 3.166157663999911]",10,31.836819746011315,3.1836819746011313,3.1748771279999346,3.2109741789005057,3.2126173489512437,3.2139318849918346,0.01721055035872562,0.01721055035872562,tokens/s,19.788408673543145,kWh,3.797143065773292e-05,2.0695786053976213e-05,0.0,5.8667216711709124e-05,tokens/kWh,1073853.5681619633,,s,"[0.052520075001666555, 0.04963862499789684, 0.04846590799934347, 0.050068264001311036, 0.04963160699844593, 0.05200926100224024, 0.050995983998291194, 0.05039989999932004, 0.05043749300239142, 0.04964903899963247, 0.04944537700066576, 0.04888648099949933, 0.054215611999097746, 0.05170532899865066, 0.05096314600086771, 0.05148385800202959, 0.050768750999850454, 0.048996464000083506, 0.05115912600012962, 0.048720490998675814, 0.04900498099959805, 0.04831622699930449, 0.049697529000695795, 0.050968345000001136, 0.04945804499948281, 0.0503411989993765, 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Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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0.017387267000231077, 0.017761262000021816, 0.017791681999369757, 0.01798530100040807, 0.01758311999947182, 0.017966931000046316]",630,10.896685099000933,0.017296325553969736,0.01716409200025737,0.01783918309956789,0.018027438450053522,0.01984682672054987,0.0005705658581940388,0.0005705658581940388,tokens/s,57.81574802576994,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,4826.525696,,,,,s,[13.71165909100091],1,13.71165909100091,13.71165909100091,13.71165909100091,13.71165909100091,13.71165909100091,13.71165909100091,0.0,0.0,,kWh,0.00013015634495205732,7.093867481593512e-05,0,0.00020109501976799246,,MB,4915.621888,,,,,s,"[0.34520784599953913, 0.3438831419989583, 0.34805695400063996, 0.3447093100003258, 0.34150918400337105, 0.3426244570000563, 0.3377639080026711, 0.34301127399885445, 0.3471752520017617, 0.3453690359965549]",10,3.4393103630027326,0.3439310363002733,0.34429622599964205,0.3472634222016495,0.34766018810114474,0.3479776008207409,0.0027983240427956768,0.0027983240427956768,tokens/s,744.335267772973,kWh,4.144699590445836e-06,2.2589559256993773e-06,0.0,6.403655516145213e-06,tokens/kWh,39977166.06625077,MB,4916.662272,,,,,s,"[2.523298154999793, 2.54132290599955, 2.5706392280008004, 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0.03952995299914619]",630,25.407039850997535,0.04032863468412307,0.0401191925011517,0.041886396202244214,0.04265495840099902,0.043869989609775076,0.0013448382263792644,0.0013448382263792644,tokens/s,24.796277082836347,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,28026.994688,,,,,s,[68.56719296800111],1,68.56719296800111,68.56719296800111,68.56719296800111,68.56719296800111,68.56719296800111,68.56719296800111,0.0,0.0,,kWh,0.0007813278604812506,0.00042585274984762285,0,0.0012071806103288733,,MB,29229.133824,,,,,s,"[1.79594475399972, 1.7861146530012775, 1.7979654570008279, 1.8094060340008582, 1.8162870579999435, 1.7945749079990492, 1.7899371210005484, 1.7696477359986602, 1.7781938960015395, 1.7742987050005468]",10,17.91237032200297,1.791237032200297,1.7922560144997988,1.8100941364007668,1.813190597200355,1.8156677658400258,0.01409698108521726,0.01409698108521726,tokens/s,142.91799209038123,kWh,2.0999557215970854e-05,1.1445406116002318e-05,0.0,3.244496333197317e-05,tokens/kWh,7890284.76872164,MB,29229.60896,,,,,s,"[11.371630564999577, 11.365088462998756, 11.397503215999677, 11.440991259998555, 11.402449062999949, 11.364046218001022, 11.443577976999222, 11.383502035001584, 11.354291428999204, 11.526055837999593]",10,114.04913606399714,11.404913606399713,11.39050262550063,11.45182576309926,11.488940800549425,11.51863283050956,0.04991789793339517,0.04991789793339517,tokens/s,5.5239348735310365,kWh,0.00013573457360132137,7.3980612939763e-05,0.0,0.0002097151865410844,tokens/kWh,300407.42894724954,,s,"[0.18432863499947416, 0.18172893500013743, 0.18312564600091719, 0.17542371899980935, 0.1769367910001165, 0.1789199129998451, 0.1765165420001722, 0.17605673300022318, 0.1761411389998102, 0.1807448649997241, 0.1872564789991884, 0.1876949670004251, 0.18611310800042702, 0.18343206600002304, 0.1818273440003395, 0.17907475900028658, 0.18234766599925933, 0.17661859600048047, 0.18353876499895705, 0.1820042729996203, 0.18370305400094367, 0.18560709899975336, 0.18536675500035926, 0.18795223999950395, 0.18656248499974026, 0.18317134599965357, 0.1897549440000148, 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0.19956442900002003, 0.1970181569995475, 0.19263081300050544, 0.19282003300031647, 0.19016815699978906, 0.19080126699918765, 0.191701212001135, 0.1913981049983704, 0.19033897900044394, 0.18579846499960695, 0.18582568800047738, 0.18475300899990543, 0.18192435700075293, 0.180239649998839, 0.18141960499997367, 0.18336215700037428, 0.18281326400028775, 0.17940708000060113, 0.17823123800008034, 0.1804007319988159, 0.17718794800020987, 0.1811464040001738, 0.17807009700118215, 0.17667791099847818, 0.18311233700114826, 0.1768394310001895, 0.17685061100019084]",630,114.04392734099929,0.18102210689047507,0.17978595699969446,0.1868850624006882,0.1904788456507049,0.19441823514958742,0.004372541214549879,0.004372541214549879,tokens/s,5.524187167952013,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,32621.203456,,,,,s,[79.98043344299731],1,79.98043344299731,79.98043344299731,79.98043344299731,79.98043344299731,79.98043344299731,79.98043344299731,0.0,0.0,,kWh,0.0009136160765263817,0.00049795493537428,0,0.0014115710119006618,,MB,32902.078464,,,,,s,"[1.9956989800011797, 2.04898705999949, 2.035991898002976, 2.0160503999977664, 2.052682472000015, 1.996294623000722, 2.018017776998022, 2.0319602999989, 2.0347915759994066, 2.0559884430003876]",10,20.286463528998866,2.0286463528998864,2.0333759379991534,2.0530130691000523,2.0545007560502198,2.055690905610354,0.020604758641051518,0.020604758641051518,tokens/s,126.19252223733132,kWh,2.4057654547640495e-05,1.311217021421358e-05,0.0,3.716982476185408e-05,tokens/kWh,6887307.154127955,MB,32904.200192,,,,,s,"[14.380999775999953, 14.329315090999444, 14.399473287998262, 14.48654769100176, 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float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,57995.350016,,,,,s,[143.06821203000072],1,143.06821203000072,143.06821203000072,143.06821203000072,143.06821203000072,143.06821203000072,143.06821203000072,0.0,0.0,,kWh,0.0016602512330611036,0.000904900034021834,0,0.0025651512670829377,,MB,58326.71232,,,,,s,"[1.1067460230005963, 1.1051251779990707, 1.1158958029991481, 1.1221914520010614, 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""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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0.17836264300058247, 0.1781325360025221, 0.1773451169974578, 0.17772222200073884, 0.17932158699841239, 0.18128534499919624, 0.17749349800214986, 0.17908646700016106, 0.17811788499966497, 0.17707223699835595, 0.17748778000168386, 0.1792899549982394, 0.17730341300193686, 0.1774565679988882, 0.176709250001295, 0.1780153009967762, 0.17665275300169014, 0.1762031289981678, 0.1767074040035368, 0.17539966299955267, 0.1767271559983783, 0.17617156599953887, 0.17750893400079804, 0.1768917679983133, 0.1779761520010652, 0.1825307450017135, 0.1781566979989293, 0.18207703699954436, 0.17917234000196913, 0.18036143199788057, 0.17667710000023362, 0.18378303500139737, 0.17939052699875901, 0.18156393399840454, 0.17683728000338306, 0.1769051869996474, 0.17799215500053833, 0.17847757399795228, 0.1775520230003167, 0.17738263999854098, 0.1784228790020279, 0.1767498279987194, 0.17912098500164575, 0.17622457099787425, 0.1782894900024985, 0.17716289599775337, 0.17765445400073077, 0.17856995100009954, 0.17713800500132493, 0.17711456299730344, 0.17816722400311846, 0.1801270249998197, 0.1830223679971823, 0.1790132589994755, 0.1771364740015997, 0.17764861799878418, 0.17791692200262332, 0.177197172997694, 0.17785929599995143, 0.17614046400194638, 0.17571029999817256, 0.1767232519996469, 0.17623233199992683, 0.17879767500198795, 0.1796262050011137, 0.1771032249998825, 0.17809028899864643, 0.17765646499901777, 0.18300541400094517, 0.17944840400014073, 0.1780338370008394, 0.1831709479993151, 0.17639859599876218, 0.1771026080023148, 0.17774911900050938, 0.17970972299735877, 0.17866284000047017, 0.18368479300261242, 0.18103357099971618, 0.17887773699840182, 0.17766970400043647, 0.1786278729996411, 0.17648804700002074, 0.17629803900126717, 0.17699547099982738, 0.17666938199909055, 0.17989226300051087, 0.1791216669989808, 0.17711777099975734, 0.17715410299933865, 0.1776223460001347, 0.17760780000025989, 0.17705022000154713, 0.17576349799855961, 0.17710832500233664, 0.17646828499709954, 0.17783990500174696, 0.1787478469996131, 0.18214827300107572, 0.17848374499953934, 0.17668217299797107, 0.18100498100102413, 0.18027317100131768, 0.17767047799861757, 0.1782721859999583, 0.17693533100100467, 0.17865799799983506, 0.1781470719979552, 0.17948922000141465, 0.1788320890009345, 0.17835581499821274, 0.1767608200025279, 0.17891778299963335, 0.17695520499910344, 0.1778299319994403, 0.1779227120023279, 0.1762693649980065, 0.1774209549985244, 0.17791542600025423, 0.17849323600239586, 0.17973361400072463, 0.17976113299664576, 0.17884928800049238, 0.17820448900238262, 0.17727899999954388, 0.1800345199990261, 0.17913709899949026, 0.18132208500173874, 0.17724919700049213, 0.17698877499788068, 0.17707023600087268, 0.1819290950006689, 0.17877970900008222, 0.1767450689985708, 0.17734018500050297, 0.1777422890008893, 0.17872966700088, 0.1765530079974269, 0.17767714300134685, 0.1756092629984778, 0.17689816400161362, 0.17839586500122095, 0.1791239569975005, 0.183684676001576, 0.1787230459995044, 0.17682033899836824, 0.17676784400100587, 0.1777061720022175, 0.17675906200020108, 0.17790561399669969, 0.17777698800273356, 0.17703732199879596, 0.17675488000168116, 0.17624408499978017, 0.17845532199862646, 0.1788259159984591, 0.17791595100061386, 0.17770908099919325, 0.17750854100086144, 0.17729355200208374, 0.1773716779971437, 0.17651800700332387, 0.17598043699763366, 0.17637676000231295, 0.17690630399738438, 0.1782646030005708, 0.1783947369985981, 0.17753708400050527, 0.17620905800140463, 0.17836066100062453, 0.17795293599920115, 0.17796386199916014, 0.180813692000811, 0.17834640400178614, 0.17905876299846568, 0.17690549499820918, 0.17889522100085742, 0.17844277200129, 0.18104095099988626, 0.17858115999842994, 0.17879856999934418, 0.1769825170013064, 0.17725848800182575, 0.1770444719986699, 0.1760375660014688, 0.17588217299999087, 0.1767600629973458, 0.17756110600021202, 0.17782117300157552, 0.1779366699993261, 0.17695520399865927, 0.17767350600115606, 0.1773170519991254, 0.17759501299951808]",630,112.16130657100075,0.17803381995396944,0.17766895749991818,0.18023862630034274,0.1820854387997315,0.18377164612051275,0.0017756973525692218,0.0017756973525692218,tokens/s,5.6169103165822625,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,29414.301696,,,,,s,[74.00858383399827],1,74.00858383399827,74.00858383399827,74.00858383399827,74.00858383399827,74.00858383399827,74.00858383399827,0.0,0.0,,kWh,0.0008449087957999989,0.00046050679780599354,0,0.0013054155936059924,,MB,29701.738496,,,,,s,"[2.0638804480004183, 2.056672427999729, 2.0906412529984664, 2.064539283001068, 2.0660478079989844, 2.070771093000076, 2.067121940999641, 2.0684461050004757, 2.0663904870016268, 2.074828152999544]",10,20.68933899900003,2.068933899900003,2.066756214000634,2.076409462999436,2.083525357998951,2.0892180739985635,0.008501999871407687,0.008501999871407687,tokens/s,123.73522421976514,kWh,2.4412997375832476e-05,1.3305847301875166e-05,0.0,3.771884467770764e-05,tokens/kWh,6787058.357365319,MB,29704.41728,,,,,s,"[12.236913295000704, 12.25127107300068, 12.272327917999064, 12.289401751997502, 12.283814608999819, 12.268005196001468, 12.306768692000333, 12.34566425599769, 12.323214399999415, 12.279532623997511]",10,122.85691381499419,12.285691381499419,12.281673616498665,12.325459385599242,12.335561820798466,12.343643768957845,0.030918663785683927,0.030918663785683927,tokens/s,5.12791653670134,kWh,0.00014468338218986347,7.885808412932176e-05,0.0,0.00022354146631918529,tokens/kWh,281826.90682562225,,s,"[0.1976963449997129, 0.19416739100051927, 0.19475875799980713, 0.19366718299716013, 0.19650905300295562, 0.19384624699887354, 0.19250490799822728, 0.19433654100066633, 0.1924175460007973, 0.19253256899901317, 0.19348513800287037, 0.19213552599831019, 0.19319433399869013, 0.19291672300096252, 0.19263874500029488, 0.1925145370005339, 0.1924507250005263, 0.19207276800079853, 0.19512612499966053, 0.19652377199963666, 0.1924920599994948, 0.1925860470000771, 0.19281134799894062, 0.19353481299913255, 0.19342889499966986, 0.19187575800242485, 0.1929702939996787, 0.19267876199955936, 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0.19422873800067464, 0.19348927399914828, 0.1940299439993396, 0.1973066270002164, 0.19401302299957024, 0.19335084700287553, 0.19358971599649522, 0.2009413100022357, 0.19682147200001054, 0.1941454320003686, 0.1933645049975894, 0.19430969700260903, 0.19301587299923995, 0.193122428998322, 0.19317257399961818, 0.19357706700247945, 0.19353771099849837, 0.19360040900210151, 0.19538153800021973, 0.19520806499713217, 0.1946031090010365, 0.19494508500065422, 0.19426992399894516, 0.19929286100159516, 0.1946435069985455, 0.1954758200008655]",630,122.85319430999516,0.19500507033332565,0.1945087615004013,0.1978102057986689,0.198858811097125,0.20110131915094825,0.0019724494038322335,0.0019724494038322335,tokens/s,5.128071789572867,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,27397.103616,,,,,s,[67.48410680300003],1,67.48410680300003,67.48410680300003,67.48410680300003,67.48410680300003,67.48410680300003,67.48410680300003,0.0,0.0,,kWh,0.0007688611315166706,0.0004190578774285376,0,0.0011879190089452082,,MB,27863.998464,,,,,s,"[1.8408464000021922, 1.8558016040005896, 1.85300763199848, 1.8257062040029268, 1.8186208299994178, 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in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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, 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benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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0.04429249900204013, 0.04410894499960705, 0.04410779499812634, 0.04460866700173938, 0.04444968000098015, 0.04404071200042381, 0.04418481500033522, 0.04389372099831235, 0.04383049000171013, 0.04402662599750329, 0.04471416500018677, 0.04422076199989533, 0.04410590300176409, 0.04384494899932179, 0.044009747998643434, 0.044233292999706464, 0.04435317600291455, 0.04427886999837938, 0.04407331900074496, 0.044045704999007285, 0.04398822299845051, 0.04410670500146807, 0.04396666799948434, 0.04435540200211108, 0.04427173899966874, 0.043992204999085516, 0.044355319001624594, 0.044398437999916496, 0.04415900299864006, 0.04500192599880393, 0.04760610200173687, 0.045105190998583566, 0.04501524599982076, 0.04419204000078025, 0.043998884000757243, 0.04434841699912795, 0.043989996000163956, 0.04409794499952113, 0.043949416001851205, 0.04397549799978151, 0.04418522600099095, 0.044378732000041055, 0.043990343998302706, 0.044183360998431453, 0.046405980003328295, 0.044655327998043504, 0.04419262499868637, 0.04421532200285583, 0.044047809999028686, 0.04405532199962181, 0.04376569400119479, 0.04399216499950853, 0.044143110997538315, 0.04419811800107709, 0.04497635400184663, 0.044310329998552334, 0.043996279000566574, 0.044104140000854386, 0.04385443499995745, 0.044466248000389896, 0.04411385699859238, 0.04404214299938758, 0.04404991000046721, 0.04449191299863742, 0.04483193700070842, 0.044099273000028916, 0.044012073001795216, 0.04406658199877711, 0.043924820001848275, 0.04410787399683613, 0.044209171002876246, 0.044423448998713866, 0.04378023399840458, 0.04414812200047891, 0.04421694000120624, 0.044072697000956396, 0.04401782999775605, 0.044581098001799546, 0.04434250199847156, 0.04423678400053177, 0.044138794000900816, 0.04399063700111583, 0.044284384999627946, 0.044321912999294, 0.04427663399837911, 0.04502878200219129, 0.04430393099755747, 0.04440416700163041, 0.04406211999958032, 0.04426659499949892, 0.044696003998978995, 0.04429958000037004, 0.04457956700207433]",630,27.98901252599171,0.044427004009510655,0.04427547299928847,0.04494600369980617,0.04537631735202012,0.0476682525605429,0.0006444210301121828,0.0006444210301121828,tokens/s,22.50883268621774,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.0,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,36401.676288,,,,,s,[89.12982775300043],1,89.12982775300043,89.12982775300043,89.12982775300043,89.12982775300043,89.12982775300043,89.12982775300043,0.0,0.0,,kWh,0.0010209318980548662,0.0005564463218032807,0,0.0015773782198581468,,MB,36704.464896,,,,,s,"[2.2124886790006713, 2.239461017999929, 2.214091185000143, 2.220838798000841, 2.2083816270005627, 2.2279617690001032, 2.217256942001768, 2.2216676819989516, 2.217518043999007, 2.234615015999225]",10,22.214280760001202,2.2214280760001204,2.219178420999924,2.235099616199295,2.237280317099612,2.239024877819866,0.00937451607476827,0.00937451607476827,tokens/s,115.24118325764157,kWh,2.6266620401040656e-05,1.4316135842717268e-05,0.0,4.058275624375792e-05,tokens/kWh,6308097.9138615215,MB,36706.050048,,,,,s,"[15.067732280998825, 15.045608124000864, 15.0586709170002, 15.006044489999113, 15.089722794000409, 15.123714654999276, 15.167454373999135, 15.111096353000903, 15.148219133001476, 15.134933472001649]",10,150.95319659300185,15.095319659300184,15.100409573500656,15.150142657101242,15.158798515550188,15.165723202309346,0.04816950968677637,0.04816950968677637,tokens/s,4.173479026738322,kWh,0.00017742405450757144,9.670304574051862e-05,0.0,0.0002741271002480901,tokens/kWh,229820.400620675,,s,"[0.24450114199862583, 0.23912222900071356, 0.24045934900095745, 0.23858018799910496, 0.24313345900009153, 0.23713988999952562, 0.2376592670007085, 0.23771479700008058, 0.23715029999948456, 0.23718608799936192, 0.23763110600157233, 0.23663438299990958, 0.23698600999887276, 0.238053877999846, 0.23797148100129561, 0.23750216099870158, 0.23811851800019213, 0.23838205500032927, 0.23829781899985392, 0.23855058899971482, 0.24455038900123327, 0.2383683789994393, 0.23845727200023248, 0.23785944299925177, 0.238566747000732, 0.2398361269988527, 0.23981511400052113, 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float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,58548.772864,,,,,s,[136.9864868429995],1,136.9864868429995,136.9864868429995,136.9864868429995,136.9864868429995,136.9864868429995,136.9864868429995,0.0,0.0,,kWh,0.0015910264273201278,0.0008671700436357297,0,0.0024581964709558574,,MB,59308.843008,,,,,s,"[3.1566682150005363, 3.159626085000127, 3.1530008429999725, 3.1281415459998243, 3.1531751710008393, 3.136609488999966, 3.1308195310011797, 3.1294963419986743, 3.126344688000245, 3.1398679869998887]",10,31.413749897001253,3.1413749897001253,3.1382387379999273,3.156964002000495,3.158295043500311,3.159359876700164,0.012328523830526966,0.012328523830526966,tokens/s,81.4929770687573,kWh,3.730229362034834e-05,2.0331036587571015e-05,0.0,5.763333020791935e-05,tokens/kWh,4441874.156437749,MB,59352.064,,,,,s,"[20.725542387999667, 20.732529659999273, 20.734482817000753, 20.727146412000366, 20.725907096999435, 20.730009135999353, 20.723197514000276, 20.737506935000056, 20.728731601000618, 20.74241418100064]",10,207.30746774100044,20.730746774100044,20.729370368499985,20.737997659600115,20.740205920300376,20.741972528860586,0.005692380300671091,0.005692380300671091,tokens/s,3.038964330928447,kWh,0.0002463454963677066,0.00013426788082061133,0.0,0.00038061337718831804,tokens/kWh,165522.29578843512,,s,"[0.33483514999898034, 0.3293231610005023, 0.3278070039996237, 0.32849279000038223, 0.33460924199971487, 0.32852366299994173, 0.32798953800011077, 0.3280658700005006, 0.3307660609989398, 0.32753097400018305, 0.3288045700010116, 0.32743944200046826, 0.32733260599889036, 0.33250171200052137, 0.3285560229996918, 0.3279338310003368, 0.3275250179995055, 0.32832279200010817, 0.327295208000578, 0.32901151300029596, 0.3275227209996956, 0.32793386000048486, 0.3285155159992428, 0.32780918999924324, 0.3272131049998279, 0.3277251570016233, 0.3271979299988743, 0.32796240100105933, 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float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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0.332111714000348, 0.3379353019990958, 0.3439864050014876, 0.33361536899974453, 0.33460237799954484, 0.33417616700171493, 0.3335817359984503, 0.33637763099977747, 0.33926050499940175, 0.33528047500294633, 0.3364297609987261, 0.33899563399972976, 0.33880704599869205, 0.34841867800059845, 0.35043982999923173, 0.34637229399959324, 0.3400541720002366, 0.33722613800273393]",630,210.44813020199945,0.33404465111428483,0.33348717499939085,0.33917488570150456,0.3410651798476465,0.3463034677200267,0.004620746415025588,0.004620746415025588,tokens/s,2.9936117721516085,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,52254.031872,,,,,s,[130.4677164170007],1,130.4677164170007,130.4677164170007,130.4677164170007,130.4677164170007,130.4677164170007,130.4677164170007,0.0,0.0,,kWh,0.0015112815792958322,0.0008237056519961536,0,0.0023349872312919857,,MB,53502.128128,,,,,s,"[3.684750388998509, 3.712914449000891, 3.6889998499991634, 3.6936347219998424, 3.6933812120005314, 3.7261311120000755, 3.690102526001283, 3.689688964999732, 3.689102841000931, 3.6985690080000495]",10,36.96727507400101,3.6967275074001007,3.691741869000907,3.7142361153008094,3.7201836136504425,3.724941612330149,0.012269793112432663,0.012269793112432663,tokens/s,69.25043825587355,kWh,4.3690152562013515e-05,2.3812639684143236e-05,0.0,6.750279224615676e-05,tokens/kWh,3792435.712384553,MB,53700.120576,,,,,s,"[20.67371912999988, 20.719267401000252, 20.636645448001218, 20.68917747500018, 20.664471870999478, 20.723196928000107, 20.751125020999098, 20.61477069099965, 20.742594498999097, 20.60739985500004]",10,206.822368318999,20.6822368318999,20.68144830250003,20.743447551199097,20.747286286099097,20.7503572740191,0.04909660708117693,0.04909660708117693,tokens/s,3.0460921858717893,kWh,0.000244531393704097,0.00013327911850826926,0.0,0.0003778105122123662,tokens/kWh,166750.25697693633,,s,"[0.33741713400013396, 0.32602862900057517, 0.3242599999994127, 0.3239213180004299, 0.3235016420003376, 0.32439479200002097, 0.3240189339994686, 0.32447418800074956, 0.32413896700018086, 0.32422728199890116, 0.325396649999675, 0.3258831450002617, 0.32557929900031013, 0.32609649500045634, 0.32501051200051734, 0.32789431499986676, 0.32797829899936914, 0.3302346889995533, 0.3271768049999082, 0.32756870900084323, 0.3281419899994944, 0.326871741001014, 0.3322682049983996, 0.33205625400114513, 0.33156011199935165, 0.33094660499955353, 0.32709111500116705, 0.32718243899944355, 0.332410823999453, 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benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,32635.63776,,,,,s,[76.41399227299917],1,76.41399227299917,76.41399227299917,76.41399227299917,76.41399227299917,76.41399227299917,76.41399227299917,0,0,,,,,,,,MB,32933.023744,,,,,s,"[1.6867856650005706, 1.7121001159994194, 1.7283935240011488, 1.7170761399993353, 1.7145238970006176, 1.6971799500006455, 1.7306896410009358, 1.7254034130000946, 1.7292124730010983, 1.7117443150000327]",10,17.1531091340039,1.7153109134003899,1.7158000184999764,1.729360189801082,1.730024915401009,1.7305566958809504,0.013681954407824482,0.7976369940246992,tokens/s,149.2440804754818,kWh,2.0184416248402813e-05,1.100110805466697e-05,0.0,3.1185524303069785e-05,tokens/kWh,8208936.861606663,MB,32933.834752,,,,,s,"[12.277986510000119, 12.34062154700041, 12.224178929000118, 12.248563379000188, 12.275896305998685, 12.295588302000397, 12.285439448000034, 12.302094397000474, 12.288775623999754, 12.288207280000279]",10,122.82735172200046,12.282735172200045,12.286823364000156,12.305947112000467,12.323284329500439,12.337154103500415,0.02937758328927486,0.23917786126144117,tokens/s,5.129150723903106,kWh,0.00014427273902395908,7.863425535038165e-05,0.0,0.00022290699437434072,tokens/kWh,282629.085627526,,s,"[0.19779462800033798, 0.19380709199867852, 0.1930800440004532, 0.1934227040001133, 0.19908968900017499, 0.19315050600016548, 0.19275238000045647, 0.19357489299909503, 0.19377142700068362, 0.1938618009990023, 0.1936358510010905, 0.1928430190000654, 0.19414958999914234, 0.19433961100003216, 0.19302441000036197, 0.1929440669991891, 0.1924783570011641, 0.1938608229993406, 0.1935101350009063, 0.19270193699958327, 0.19368480899902352, 0.19388651000008394, 0.19476754300012544, 0.19370268500097154, 0.19269895999968867, 0.19507475299906218, 0.1926363330003369, 0.19511882799997693, 0.19754150600056164, 0.19597588899887342, 0.19477138799993554, 0.19554745300047216, 0.2019321370007674, 0.19814676299938583, 0.1973982800009253, 0.19504536699969321, 0.1982067270000698, 0.19531400499909068, 0.1946205780004675, 0.1943124989993521, 0.19578056300088065, 0.19586515199989663, 0.19554813300055685, 0.19443538199993782, 0.19482443099877855, 0.19381004600109009, 0.19396125299863343, 0.19409105600061594, 0.1941226729995833, 0.19445155600078579, 0.19634882200080028, 0.19649238099918875, 0.19600716599961743, 0.1955062489996635, 0.19510534400069446, 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= 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-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-8B-Instruct,meta-llama/Llama-3.1-8B-Instruct,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,32640.249856,,,,,s,[76.48704980899993],1,76.48704980899993,76.48704980899993,76.48704980899993,76.48704980899993,76.48704980899993,76.48704980899993,0,0,,,,,,,,MB,32936.566784,,,,,s,"[1.6845477810002194, 1.6774338339996575, 1.678902430999642, 1.6989266919999864, 1.6870141919998787, 1.6864755379997405, 1.6811527219997515, 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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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,32644.493312,,,,,s,[76.54277648199968],1,76.54277648199968,76.54277648199968,76.54277648199968,76.54277648199968,76.54277648199968,76.54277648199968,0,0,,,,,,,,MB,32932.954112,,,,,s,"[1.693448955000349, 1.6934644939992722, 1.7033527509993291, 1.6997793480004475, 1.7134465839990298, 1.6866083570002957, 1.692759905999992, 1.7057836389994918, 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float16-eager,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-3.1-405B,meta-llama/Llama-3.1-405B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B-Instruct,meta-llama/Meta-Llama-3-8B-Instruct,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,1338.368,,,,,s,[16.025811014000283],1,16.025811014000283,16.025811014000283,16.025811014000283,16.025811014000283,16.025811014000283,16.025811014000283,0.0,0.0,,kWh,0.00016126240594582745,8.789286687676702e-05,0,0.00024915527282259447,,MB,1444.57728,,,,,s,"[0.15737532599996484, 0.15991280199978064, 0.15655551300005754, 0.156381071999931, 0.15876418599964381, 0.15775162099998852, 0.15897289700023975, 0.1577240400001756, 0.15812231800009613, 0.1562846239994542]",10,1.577844398999332,0.1577844398999332,0.15773783050008205,0.15906688750019385,0.15948984474998723,0.15982821054982196,0.0011365592581277827,0.0011365592581277827,tokens/s,1622.4667030687883,kWh,1.901963890773768e-06,1.0366180000075988e-06,0.0,2.938581890781367e-06,tokens/kWh,87116850.75141117,MB,1479.589888,,,,,s,"[1.369675486000233, 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8488C,32,66326.188032,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.026541930999883334, 0.02595396200013056, 0.026036062999992282, 0.025801757001318038, 0.025714391998917563, 0.026070908001202042, 0.02605494199997338, 0.026279705998604186, 0.02602020199992694, 0.025747663999936776, 0.025966967999920598, 0.02601019200119481, 0.026149162000365322, 0.025839081999947666, 0.026279458999852068, 0.026114280999536277, 0.02659242799927597, 0.025970620999942184, 0.026255535000018426, 0.026251369001329294, 0.025977444998716237, 0.025866202000543126, 0.026409906000480987, 0.02623566900001606, 0.026288510000085807, 0.026079326999024488, 0.02618878100111033, 0.02610117599942896, 0.026201918999504414]",630,16.497622913002488,0.026186703036511886,0.026114121999853523,0.02648271589932847,0.02673440589969687,0.02839108527930876,0.00042950947880422095,0.00042950947880422095,tokens/s,38.187319671579466,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,2622.119936,,,,,s,[39.101573947998986],1,39.101573947998986,39.101573947998986,39.101573947998986,39.101573947998986,39.101573947998986,39.101573947998986,0.0,0.0,,kWh,0.000430077099028487,0.00023440713343763825,0,0.0006644842324661253,,MB,2680.254464,,,,,s,"[0.3709005220007384, 0.37433735099693877, 0.36972666299698176, 0.3714327029993001, 0.36570301499887137, 0.36718027599999914, 0.37352072700014105, 0.3763580910017481, 0.36915333100114367, 0.37462030599999707]",10,3.7129329849958594,0.3712932984995859,0.37116661250001926,0.37479408450017215,0.37557608775096013,0.3762016903515905,0.003260744297164999,0.003260744297164999,tokens/s,689.4818760115206,kWh,4.434649874613554e-06,2.416987413245319e-06,0.0,6.851637287858874e-06,tokens/kWh,37363332.185378954,MB,2692.378624,,,,,s,"[2.665036799000518, 2.642519995002658, 2.6120598620000237, 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float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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8488C,32,66326.188032,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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0.18362250799964386, 0.1863360659999671]",630,117.18364462000045,0.18600578511111182,0.185551967000265,0.19008665399969688,0.19149760135010183,0.19626517142020025,0.003092800427408072,0.003092800427408072,tokens/s,5.376176872147515,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,3369.312256,,,,,s,[50.36510999100028],1,50.36510999100028,50.36510999100028,50.36510999100028,50.36510999100028,50.36510999100028,50.36510999100028,0.0,0.0,,kWh,0.0005660599814805569,0.0003085232738589646,0,0.0008745832553395215,,MB,3380.932608,,,,,s,"[0.5322527339994849, 0.5357945779996953, 0.5356040639999264, 0.5359908130003532, 0.5352336859996285, 0.5361949500002083, 0.5381269159997828, 0.535989236000205, 0.5393709440004386, 0.5384624390007957]",10,5.363020360000519,0.5363020360000519,0.5359900245002791,0.53855328950076,0.5389621167505994,0.5392891785504708,0.0018948559948178624,0.0018948559948178624,tokens/s,477.3429575418864,kWh,6.358375209758807e-06,3.4654618645903267e-06,0.0,9.823837074349134e-06,tokens/kWh,26059064.097106982,MB,3414.949888,,,,,s,"[2.775221674000022, 2.775996540000051, 2.78238298100041, 2.776237058999868, 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float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,29237.94432,,,,,s,[449.99245784199957],1,449.99245784199957,449.99245784199957,449.99245784199957,449.99245784199957,449.99245784199957,449.99245784199957,0.0,0.0,,kWh,0.005286002564938198,0.002881075718422327,0,0.008167078283360526,,MB,29633.900544,,,,,s,"[1.0788221189995966, 1.0768471539995517, 1.1416088030000537, 1.1087750879996747, 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""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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0.17009090999999898, 0.17054421200009529, 0.17126116000144975, 0.17199171299944283, 0.17235410799912643, 0.17103502900135936, 0.1735723269994196, 0.17114840000067488, 0.1725959610012069, 0.17244486099662026, 0.17273697600103333, 0.17268541399971582, 0.17377803000272252, 0.17291245499654906, 0.17218973100170842, 0.17148442699908628, 0.1712829740026791, 0.17082051199759007, 0.17067146300178138, 0.1706280100006552, 0.1714186499993957, 0.17128973099897848, 0.1712110840016976, 0.17070266699738568, 0.17185476500162622, 0.1714961100005894, 0.17167913899902487, 0.17244662400116795, 0.17133452699999907, 0.1716340239981946, 0.17100980300165247, 0.1711211709989584, 0.17187674299930222, 0.17288007200113498, 0.1747703349974472, 0.17141846400045324, 0.1712991670028714, 0.17174925099971006, 0.17139702499844134, 0.17193908199988073, 0.17221543100095005, 0.17150830799801042, 0.1708836860016163, 0.17175176000091597, 0.17153329599750577, 0.17122183100218535, 0.17174515199803864, 0.17189519600287895, 0.17145240599711542, 0.17144533900136594]",630,108.07288427499952,0.1715442607539675,0.17134205049842421,0.17268658969951503,0.17380137284999364,0.17537342077906942,0.001054035406212107,0.001054035406212107,tokens/s,5.82939933755185,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,14662.119424,,,,,s,[229.316449723],1,229.316449723,229.316449723,229.316449723,229.316449723,229.316449723,229.316449723,0.0,0.0,,kWh,0.0026782916711701366,0.0014597718043043407,0,0.0041380634754744775,,MB,14740.402176,,,,,s,"[2.5246021550001387, 2.5246667930000513, 2.525222734000181, 2.5168845349999174, 2.528478255000209, 2.5266344199999367, 2.5194220719999976, 2.5332010150000315, 2.5034656719999475, 2.5141126919997987]",10,25.21669034300021,2.5216690343000208,2.524634474000095,2.5289505310001914,2.5310757730001114,2.5327759666000476,0.008066143052900062,0.008066143052900062,tokens/s,101.52006330642908,kWh,2.9891349208194404e-05,1.629176343389659e-05,0.0,4.618311264209099e-05,tokens/kWh,5543151.714002994,MB,14741.512192,,,,,s,"[11.764835694999874, 11.763631981999879, 11.78467553199971, 11.787507170000026, 11.807242760000008, 11.78315391499973, 11.825286981999852, 11.783892116000061, 11.80734460199983, 11.786428601999887]",10,117.89399935599886,11.789399935599885,11.785552066999799,11.809138839999832,11.817212910999842,11.82367216779985,0.018165150997217834,0.018165150997217834,tokens/s,5.343783427836893,kWh,0.00013903043227187506,7.577698572841486e-05,0.0,0.00021480741800028992,tokens/kWh,293285.96091553493,,s,"[0.18922225599999365, 0.18782139599989023, 0.18590848899975754, 0.18499123700030395, 0.18611743099972955, 0.18608592500004306, 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float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.21046682499945746, 0.21573182399879443, 0.2103638240005239, 0.2066020970014506, 0.2132028199994238, 0.21281212200119626, 0.20485837799787987, 0.21359124900118331, 0.2117663419994642, 0.20714824199967552, 0.21577996400083066, 0.21326868799951626, 0.20658787499996834, 0.20944030700047733, 0.21619529699819395, 0.20668773500074167, 0.2089790930003801, 0.21426800499830279, 0.2091306190013711, 0.2054110409990244, 0.20760224200057564, 0.21173714700125856, 0.20650156500050798, 0.20927709799798322, 0.21191215699946042, 0.21221587699983502, 0.2156585040029313]",630,130.81939609699475,0.20764983507459484,0.20713422050175723,0.213005939697905,0.21500906360051886,0.2181585532183817,0.004108208323199946,0.004108208323199946,tokens/s,4.81579963519242,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,13907.951616,,,,,s,[213.10956740300026],1,213.10956740300026,213.10956740300026,213.10956740300026,213.10956740300026,213.10956740300026,213.10956740300026,0.0,0.0,,kWh,0.0024882544364013865,0.001356194294327311,0,0.0038444487307286975,,MB,14099.00544,,,,,s,"[2.323961201000202, 2.2673222280027403, 2.273731527002383, 2.271953389998089, 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benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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, 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benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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0.043805217999761226]",630,27.77313960000174,0.044084348571431335,0.04396441649987537,0.044476856799883537,0.044784754601641906,0.047566073739762946,0.0006669682888734225,0.0006669682888734225,tokens/s,22.68378761182479,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.0,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,18409.803776,,,,,s,[281.87764241399964],1,281.87764241399964,281.87764241399964,281.87764241399964,281.87764241399964,281.87764241399964,281.87764241399964,0.0,0.0,,kWh,0.0032949058131770802,0.0017958505746734172,0,0.0050907563878504975,,MB,18513.891328,,,,,s,"[2.7289780130004146, 2.7310276250000243, 2.7624768739997307, 2.686923098999614, 2.7297343099999125, 2.7354659679995166, 2.759025725000356, 2.7360766860001604, 2.732113643000048, 2.760078177999276]",10,27.361900120999053,2.736190012099905,2.7337898054997822,2.760318047599321,2.761397460799526,2.76226099135969,0.02085146330012883,0.02085146330012883,tokens/s,93.56075377365013,kWh,3.191005156687525e-05,1.7392034950909685e-05,0.0,4.9302086517784944e-05,tokens/kWh,5192478.008160001,MB,18546.987008,,,,,s,"[14.542597776999173, 14.544377488999999, 14.525103728000431, 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File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,12675.387392,,,,,s,[199.88440986900014],1,199.88440986900014,199.88440986900014,199.88440986900014,199.88440986900014,199.88440986900014,199.88440986900014,0.0,0.0,,kWh,0.0023300433634187477,0.0012699627762901991,0,0.003600006139708947,,MB,12924.985344,,,,,s,"[1.8691858699999102, 1.866395582000223, 1.876010282000152, 1.8868689020000602, 1.8578410469999653, 1.87765748899983, 1.873671763999937, 1.8844754000001558, 1.8627943269998468, 1.8747447860000648]",10,18.729645449000145,1.8729645449000145,1.8742082750000009,1.8847147502001462,1.8857918261001032,1.8866534868200688,0.008662469428448163,0.008662469428448163,tokens/s,136.6817117265112,kWh,2.2094498833055055e-05,1.2042146643259755e-05,0.0,3.413664547631481e-05,tokens/kWh,7499272.304820392,MB,13055.91808,,,,,s,"[10.65287973500017, 10.675227232999987, 10.669359090999933, 10.72237484299967, 10.695844353000211, 10.664142535999872, 10.670992067000043, 10.663520720000179, 10.669292771000073, 10.663318235999668]",10,106.7469515849998,10.674695158499981,10.669325931000003,10.698497402000157,10.710436122499914,10.719987098899718,0.01906270999743508,0.01906270999743508,tokens/s,5.901807879715867,kWh,0.0001258348347295143,6.858491341450176e-05,0.0,0.00019441974814401601,tokens/kWh,324041.15631984506,,s,"[0.17185801799996625, 0.16605274200037456, 0.16704971899980592, 0.16634728500002893, 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""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 111, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi3,microsoft/Phi-3-mini-4k-instruct,microsoft/Phi-3-mini-4k-instruct,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,8086.34368,,,,,s,[119.55111985900112],1,119.55111985900112,119.55111985900112,119.55111985900112,119.55111985900112,119.55111985900112,119.55111985900112,0,0,,,,,,,,MB,8468.299776,,,,,s,"[0.8718977209991863, 0.8772410450001189, 0.8708430079987011, 0.8692108920004102, 0.8778290989994275, 0.8752492200001143, 0.8647579539992876, 0.8733916710007179, 0.85601350899924, 0.8710380509983224]",10,8.707472169995526,0.8707472169995526,0.8714678859987544,0.8772998504000498,0.8775644746997386,0.8777761741394897,0.0061344531928589794,0.7045044845503229,tokens/s,294.0003654357147,kWh,1.0434159400925948e-05,5.686864434359068e-06,0.0,1.6121023835285017e-05,tokens/kWh,15879884.715490464,MB,8469.733376,,,,,s,"[6.4395069560014235, 6.383868471000824, 6.39029084700087, 6.371424425000441, 6.355814831000316, 6.366181401999711, 6.380439792001198, 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float32-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi3,microsoft/Phi-3-mini-4k-instruct,microsoft/Phi-3-mini-4k-instruct,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi3,microsoft/Phi-3-mini-4k-instruct,microsoft/Phi-3-mini-4k-instruct,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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float16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi3,microsoft/Phi-3-mini-4k-instruct,microsoft/Phi-3-mini-4k-instruct,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi3,microsoft/Phi-3-mini-4k-instruct,microsoft/Phi-3-mini-4k-instruct,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.11155101999975159, 0.10747121399981552, 0.10692929700053355, 0.10690043400063587, 0.10619220999979007, 0.1064776269995491, 0.10592714000085834, 0.10554979299922707, 0.10815393600023526, 0.10593849799988675, 0.10595151499910571, 0.10605454000142345, 0.10596642999917094, 0.10719115500069165, 0.10639750299924344, 0.10584516600101779, 0.10662588699960907, 0.1061856300002546, 0.10626787699948181, 0.10584677800034115, 0.10664275399904, 0.10710834900055488, 0.1065134879991092, 0.10669124000014563, 0.10649724900031288, 0.10665071999937936, 0.10754698700111476, 0.10772155099948577, 0.10652862300048582, 0.10606233299949963, 0.10623719800059916, 0.10659322900028201, 0.10616539399961766, 0.10646622000058414, 0.10568227599833335, 0.10957652300021437, 0.1065520270003617, 0.1102261730011378, 0.10704211099982786, 0.10786612699848774, 0.10684966600092594, 0.10738137099906453, 0.10701683000115736, 0.10659806900002877, 0.1068928139993659, 0.10658094199970947, 0.10800092099998437, 0.10626632700041228, 0.1060718070002622, 0.10716850099925068, 0.10755246000007901, 0.10615895400042064, 0.10680904000037117, 0.1072071889993822, 0.10718053100026737, 0.10649265999927593, 0.10648207400117826, 0.10678377299882413, 0.10654296600114321, 0.10655405400029849, 0.10718834599902038, 0.10706614800074021, 0.10642960099903576, 0.11190743000042858, 0.10738502399908612, 0.10720902200046112, 0.1073553059995902, 0.10775374200056831, 0.10726448000059463, 0.10610755699963192, 0.1112705929990625, 0.10615379800037772, 0.10557910900024581, 0.1064842369996768, 0.10588561199983815, 0.1068449820013484, 0.10531367899966426, 0.10678410099899338, 0.10646087500026624, 0.10663205700075196, 0.10606784199990216, 0.10623757599933015, 0.10582770700057154, 0.10544607500014536, 0.10674610199930612, 0.10609741299958841, 0.10620976600148424, 0.10781199099983496, 0.10671968599854154, 0.10605224000028102, 0.10684451100132719, 0.10666357799891557, 0.10706168999968213, 0.10717622199990728, 0.10683388500001456, 0.10645027300051879, 0.10684337000020605, 0.10824024400062626, 0.10610760700001265, 0.106592993999584, 0.10643980799977726, 0.1060589879998588, 0.10573354799998924, 0.10623858899998595, 0.1067111409993231, 0.10608766699988337, 0.10603749500114645, 0.10819060900030308, 0.10680051399867807, 0.10613293200003682, 0.1058376840010169, 0.10778921699966304, 0.10877083299965307, 0.10735614599980181, 0.10630027200022596, 0.10647866200088174, 0.10630144399874553, 0.10694336000051408, 0.10609242499958782, 0.1069912340008159, 0.11115914000038174, 0.10823544899903936, 0.1103635800009215, 0.10698941299961007, 0.10781462500017369, 0.11171713399926375]",630,67.42203317299754,0.10701910027459928,0.1067300630002137,0.10819124590034335,0.1098509192502206,0.11185224416009078,0.0012284004409936794,1.1478328988393087,tokens/s,9.344126398316838,,, bfloat16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi3,microsoft/Phi-3-mini-4k-instruct,microsoft/Phi-3-mini-4k-instruct,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,801.644544,,,,,s,[7.207865983999909],1,7.207865983999909,7.207865983999909,7.207865983999909,7.207865983999909,7.207865983999909,7.207865983999909,0.0,0.0,,kWh,5.73518028270832e-05,3.1257515311683626e-05,0,8.860931813876683e-05,,MB,836.255744,,,,,s,"[0.06504161800057773, 0.0644083649995082, 0.06521666200023901, 0.06689012799961347, 0.06494494599974132, 0.06451744300011342, 0.06475609399967652, 0.06467302500004735, 0.06470135299969115, 0.0652001949993064, 0.06570776300031866, 0.06434712999998737, 0.06524541800081352, 0.06492408499980229, 0.06538290000025881, 0.06510674099990865, 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0.008560631000364083, 0.008744683999793779, 0.008480290000079549, 0.008551603000341856, 0.008766856999500305, 0.008953219999966677, 0.008698652000020957, 0.008717706000425096, 0.008739300999877742, 0.008521114999894053, 0.01061073100026988, 0.009020526999847789, 0.008590956999796617, 0.00859951800066483, 0.008499627999299264, 0.008505580000019108, 0.008426305999819306, 0.008377193000342231, 0.008426909999798227, 0.008347660000254109, 0.008375299000363157, 0.0083653140000024, 0.008300812000015867, 0.008357695999620773, 0.008524052000211668, 0.008629785000266565, 0.008608925999396888, 0.008575536000535067, 0.008597550999184023, 0.008667697000419139, 0.009012237000206369, 0.008720695999727468, 0.008660546000101021, 0.008622266000202217, 0.008595502999924065, 0.00861270599943964, 0.008647927000311029, 0.008466668000437494, 0.00864553499923204, 0.008552980000786192, 0.008542914999452478, 0.008546596000087447, 0.008675263999975869, 0.008544297999833361, 0.00882688500041695, 0.008564816999751201, 0.008664251000482182, 0.008551737999368925, 0.008743026000047394, 0.008604034000200045, 0.008712241000466747, 0.008638528999654227, 0.008696926999618881, 0.00878884800022206, 0.008479787999931432, 0.008779235000474728, 0.008870497999851068, 0.008454918999632355, 0.008624140999927477, 0.008852175999891188, 0.008619234000434517, 0.00846956500026863, 0.008590398999331228, 0.008741048000047158, 0.008664734999911161, 0.00853260500025499, 0.008753607000471675, 0.008620939999673283, 0.008615925999947649, 0.008593393000410288, 0.008722160999241169, 0.008433257000433514, 0.00845548699999199]",1071,9.25154801700046,0.00863823344257746,0.008593393000410288,0.008872718999555218,0.009008525500121323,0.009789389200250298,0.000246925392869515,0.000246925392869515,tokens/s,115.76441024052968,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,3374.14144,,,,,s,[40.37484283699996],1,40.37484283699996,40.37484283699996,40.37484283699996,40.37484283699996,40.37484283699996,40.37484283699996,0.0,0.0,,kWh,0.0004484867743034714,0.000244441261972549,0,0.0006929280362760204,,MB,3384.0128,,,,,s,"[0.5057454930001768, 0.5115275600001041, 0.5057948600006057, 0.5046499809996021, 0.5049167610004588, 0.5048429790003865, 0.5055448799994338, 0.5069978430001356, 0.5124312009993446, 0.5043701019994842]",10,5.066821659999732,0.5066821659999732,0.5056451864998053,0.5116179241000282,0.5120245625496864,0.512349873309413,0.0027488482233631447,0.0027488482233631447,tokens/s,505.2477019686806,kWh,5.9641598826044e-06,3.250613325455298e-06,0.0,9.214773208059698e-06,tokens/kWh,27781475.921305336,MB,3401.162752,,,,,s,"[2.273513192999417, 2.2627307000002475, 2.2792351839998446, 2.2938912729996446, 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0.036891457999445265]",630,22.868179486998088,0.03629869759840966,0.03620438850020946,0.037164973100152564,0.03766736979973757,0.03903372835000482,0.0007567112947243073,0.0007567112947243073,tokens/s,27.54919779942222,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,14663.360512,,,,,s,[183.94864909499938],1,183.94864909499938,183.94864909499938,183.94864909499938,183.94864909499938,183.94864909499938,183.94864909499938,0.0,0.0,,kWh,0.00214310072183195,0.0011680719401680386,0,0.0033111726619999885,,MB,14726.688768,,,,,s,"[2.372118514000249, 2.3731792139997197, 2.3674665960006678, 2.3654463649991158, 2.366495309000129, 2.3542582039999616, 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0.14269497800069075]",630,89.69159111600038,0.14236760494603234,0.14204064949990425,0.14501319660048467,0.1466985626497717,0.14853863145971447,0.002100089035487009,0.002100089035487009,tokens/s,7.024069839336502,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-160m,EleutherAI/pythia-160m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.3b,EleutherAI/pythia-1.3b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,6130.966528,,,,,s,[75.4238686409999],1,75.4238686409999,75.4238686409999,75.4238686409999,75.4238686409999,75.4238686409999,75.4238686409999,0.0,0.0,,kWh,0.0008622395330666639,0.0004699527648253643,0,0.0013321922978920282,,MB,6145.712128,,,,,s,"[1.0034516939995228, 1.003801183998803, 0.9990035669998178, 0.9979761079994205, 0.9972166869993089, 0.9963953970000148, 1.0005569410004682, 0.9972454230010044, 0.9971339139992779, 1.0022571210010938]",10,9.995038035998732,0.9995038035998732,0.9984898374996192,1.003486642999451,1.0036439134991268,1.0037697298988677,0.0026634003845423383,0.0026634003845423383,tokens/s,256.1270893397053,kWh,1.1811559016478147e-05,6.437597033007728e-06,0.0,1.8249156049485875e-05,tokens/kWh,14028045.971321078,MB,6176.227328,,,,,s,"[4.348512354999912, 4.339705315000174, 4.338464487998863, 4.361398369999733, 4.349504964000516, 4.350365915999646, 4.388466054999299, 4.354039310999724, 4.375283462999505, 4.373699047999253]",10,43.579439284996624,4.357943928499663,4.352202613499685,4.376601722199484,4.382533888599392,4.387279621719317,0.015612031436148897,0.015612031436148897,tokens/s,14.456358556611676,kWh,5.1280889654701664e-05,2.7950076802284464e-05,0.0,7.923096645698612e-05,tokens/kWh,795143.6517463436,,s,"[0.07128717600062373, 0.07048777199997858, 0.06978947300012805, 0.06887171999915154, 0.06814204800139123, 0.06822228799865115, 0.06768570100030047, 0.0684126970008947, 0.067424007000227, 0.06786541199835483, 0.06861654600106704, 0.0679579930001637, 0.06919580700014194, 0.06844621999880474, 0.06849717900149699, 0.06859342999996443, 0.0686298849996092, 0.06879454599948076, 0.06931053700100165, 0.0700680049994844, 0.06872684199879586, 0.06835313200099336, 0.06792781799958902, 0.0687462810001307, 0.06867901000077836, 0.067811183998856, 0.0687593080001534, 0.06854971699976886, 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0.06850466700052493, 0.06880020099924877, 0.06858254899998428, 0.06874170800074353, 0.06815492699934111, 0.06936899399988761, 0.06766955700004473, 0.0687192719997256, 0.06909680300123, 0.06891057399843703, 0.06906946000162861, 0.06951710699831892, 0.06841098900076759, 0.06895704400085378, 0.06901282199942216, 0.06877808900026139, 0.06912299199939298, 0.06877527500000724, 0.06962464400021418, 0.06928367399996205, 0.0694069679993845, 0.06928035300006741, 0.06979234000027645, 0.0691650610006036, 0.06986204299937526, 0.06885623500056681, 0.06957686999885482, 0.07331735400111938, 0.06938860700029181, 0.07267802999922424, 0.071130581000034, 0.06852850399991439, 0.0694864699999016, 0.06905300700054795, 0.06891268400067929, 0.06838858899936895, 0.06966423599988047, 0.06944747399938933, 0.0691637769996305, 0.06896309400144673, 0.06943503199909173, 0.06852704400080256, 0.06860265399882337, 0.0686272340008145, 0.06917039499967359, 0.06893944799958263, 0.06928975200025889, 0.06933911400119541, 0.06962439299968537, 0.06868319400018663, 0.06934329300020181, 0.06987843699971563, 0.06980037499852187, 0.07139590800034057, 0.06964528000025894, 0.07006700999954774, 0.0700268220007274, 0.06945787999939057, 0.07070002799991926, 0.07009688000107417, 0.07047916000010446, 0.07086591000006592, 0.07182586399903812, 0.07020098300017708, 0.06914843900085543, 0.06912030499916, 0.0695726720005041, 0.06855915199957963, 0.069840051999563, 0.06865713600018353, 0.06948692900004971, 0.06811742300124024, 0.06807045999994443, 0.06752337499892747, 0.0689137600002141, 0.068281071000456, 0.06870101099957537, 0.06979821700042521, 0.06916161200024362, 0.06906535899906885, 0.07013981900126964, 0.06922000099984871, 0.06932517899986124, 0.06930413499867427, 0.06945406700106105, 0.07008878299893695, 0.07217199700062338, 0.06949453000015637, 0.06850328099972103, 0.06945468699996127, 0.06933245700020052, 0.06974673900003836, 0.06945936400006758, 0.06967095800064271, 0.06916497599922877, 0.07071860399992147, 0.06955709300018498, 0.06908837800074252, 0.06980621299953782, 0.06989432000045781, 0.06928239499939082, 0.06871425799909048, 0.06955198400100926, 0.06968408700049622, 0.06927431999974942, 0.07018063099894789, 0.07016888900034246, 0.06869378800001869, 0.07013270700008434, 0.06886629800101218, 0.0683294089994888, 0.06895519600038824, 0.06864826799937873, 0.06911168499937048, 0.06855990000076417, 0.06885262899959343, 0.06850369600033446, 0.06873954399998183, 0.069328769999629, 0.07062916799986851, 0.07322805900003004, 0.07020611799998733, 0.06939167600103247, 0.0691596529995877, 0.06935802000043623]",630,43.57378434900238,0.06916473706190854,0.0689753804999782,0.07021992989921273,0.07103586174971496,0.07275571038942871,0.0009512028700525397,0.0009512028700525397,tokens/s,14.458234679688175,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,12671.094784,,,,,s,[159.68726440599949],1,159.68726440599949,159.68726440599949,159.68726440599949,159.68726440599949,159.68726440599949,159.68726440599949,0.0,0.0,,kWh,0.0018562541530687468,0.0010117292822058596,0,0.0028679834352746065,,MB,12895.98976,,,,,s,"[2.049220014999264, 2.0455306079993534, 2.0465768170006413, 2.0516029290001825, 2.0443322629998875, 2.048835147000318, 2.0457118200001787, 2.0469668799996725, 2.0514083039997786, 2.048427198999889]",10,20.478611981999165,2.0478611981999166,2.0476970394997807,2.051427766499819,2.0515153477500006,2.0515854127501463,0.002337779422559979,0.002337779422559979,tokens/s,125.00847236376453,kWh,2.4183994525485814e-05,1.3181039565643052e-05,0.0,3.7365034091128865e-05,tokens/kWh,6851325.208901095,MB,13027.233792,,,,,s,"[8.135074423000333, 8.188825412999904, 8.189533815999312, 8.161554868000167, 8.160803106999992, 8.173678363000363, 8.178272838000339, 8.142378724000082, 8.198234145000242, 8.161601466999855]",10,81.68995716400059,8.168995716400058,8.167639915000109,8.190403848899404,8.194318996949823,8.197451115390159,0.019529942913341702,0.019529942913341702,tokens/s,7.712086306217707,kWh,9.682938603750087e-05,5.277576784295368e-05,0.0,0.00014960515388045458,tokens/kWh,421108.4870133658,,s,"[0.13804007599992474, 0.130935837000834, 0.12898687199958658, 0.12925521000033768, 0.1290500509994672, 0.12877464899975166, 0.12719003800066275, 0.12537761600015074, 0.12719895600002928, 0.12659365099989373, 0.12647882100009156, 0.12725229499937996, 0.12725394900007814, 0.12729447400033678, 0.128377160999662, 0.1261648609997792, 0.1282051300004241, 0.12825835300009203, 0.1272000829994795, 0.13138339600027393, 0.13065873400046257, 0.1260261059996992, 0.1272796630000812, 0.132152868999583, 0.13155525399997714, 0.135621715000525, 0.12618436100001418, 0.12605317099951208, 0.1269038560003537, 0.12639717099955305, 0.12743812000007892, 0.12884716700045828, 0.12797340399993118, 0.12772341500021867, 0.1285888200000045, 0.12910725999972783, 0.1293958179994661, 0.12880161500015674, 0.13309830500020325, 0.12917872100024397, 0.12850718400022743, 0.13002017399958277, 0.13198485799966875, 0.12952528200003144, 0.1304967680007394, 0.12961666299997887, 0.12726459599980444, 0.12997678200008522, 0.13001280399930693, 0.12732709900046757, 0.12829270400015957, 0.12796776599952864, 0.12956532099997276, 0.12883389800026634, 0.1273341980004261, 0.12940967999929853, 0.13041093700030615, 0.12986690900015674, 0.13066394999987097, 0.13006095299988374, 0.12954341000022396, 0.13464573599958385, 0.13505777400041552, 0.1347395630000392, 0.1298409070004709, 0.13202775999980076, 0.1308461159997023, 0.13212045399995986, 0.13207149300069432, 0.12790342399966903, 0.13016284799959976, 0.12734997000006842, 0.12959338500058948, 0.12884242499967513, 0.12601199399978213, 0.12582149900026707, 0.13073014600013266, 0.127497102000234, 0.1299182529992322, 0.13071415500053263, 0.13384197100003803, 0.13259207099963533, 0.12891354200019123, 0.12913183399996342, 0.12583119699957024, 0.1280863230003888, 0.1294237809997867, 0.13003819799996563, 0.1289503819998572, 0.1271915880006418, 0.12990993199946388, 0.12760947900005704, 0.12729857400063338, 0.1288179149996722, 0.13128579200019885, 0.13035328600017237, 0.13180067999928724, 0.1284390210003039, 0.12943280400031654, 0.1301053769993814, 0.1280103170001894, 0.13061116599965317, 0.13136511300035636, 0.13004918699971313, 0.12962548800078366, 0.13053450299958058, 0.13007838999965315, 0.13113842400071007, 0.1309644829998433, 0.13245936099974642, 0.13647395000043616, 0.13455319799959398, 0.13025181899956806, 0.1320498930008398, 0.12987292199977674, 0.12980764399981126, 0.1315316870004608, 0.1325750189998871, 0.1292071150000993, 0.12847165099992708, 0.12956370999927458, 0.12819162600044365, 0.1279266989995449, 0.12908860000061395, 0.1280430789993261, 0.13072189900049125, 0.1335819089999859, 0.13164495599994552, 0.1362555669993526, 0.13298172400027397, 0.12915917100053775, 0.13007195399950433, 0.13011417899997468, 0.12702022600024065, 0.12983479899958184, 0.12927650700021331, 0.1322482460000174, 0.12796420799986663, 0.12941694599976472, 0.12763967700084322, 0.12798524499976338, 0.13434432800022478, 0.1322871309994298, 0.12711208400014584, 0.12926473100014846, 0.12877993599977344, 0.13180556600036653, 0.12910646899945277, 0.1300642969999899, 0.1289788510002836, 0.12898346699967078, 0.12964252200072224, 0.13173644799917383, 0.130370707000111, 0.1267950710007426, 0.12804903599953832, 0.12936002399965219, 0.12789972000064154, 0.12987070700000913, 0.1295321050001803, 0.12812141499944119, 0.1261081410002589, 0.1264556199994331, 0.12827347200072836, 0.12711519299955398, 0.13092013799996494, 0.1278682359998129, 0.1276298790007786, 0.12784040199949231, 0.13103405600031692, 0.13263958599964099, 0.1332951470003536, 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bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.12578624599996147, 0.12395642299998144, 0.12424734499995793, 0.12586078399999678, 0.12413353900001312, 0.12664527099991574, 0.12476725900000929, 0.12575004800009992, 0.12351990599995588, 0.12320369999997638, 0.1249395980000827, 0.12259653999990405, 0.12763197799995396, 0.12324269500004448, 0.12271123000004991, 0.12261018899994269, 0.12314906599999631, 0.12243372800003272, 0.12375233900002058, 0.12194389399996908, 0.12432228300008319, 0.12316905399984535, 0.12121717700006229, 0.1228435420000551, 0.1234809929999301, 0.12240805300007196, 0.12192197299987129, 0.12138981400016746, 0.12299124599985589, 0.1275048280001556, 0.1230988019999586, 0.12231332300007125, 0.12370570599978237, 0.1236517190000086, 0.12521653800013155, 0.12328836200003934, 0.1255412329999217, 0.12918752800010225, 0.1258271459998923, 0.12375811800006886, 0.12255465799989906, 0.12378149699998175, 0.12512008400017294, 0.12418153699991308, 0.12466359099994406, 0.12399058400001195, 0.12624941200010653, 0.12691853499995887, 0.12523810699985916, 0.12479043600001205, 0.12447850500007007, 0.12646789900009026, 0.1253501569999571, 0.1240050239998709, 0.1232933660000981, 0.12330294899993532, 0.12251191500013192, 0.12571292699999503, 0.12357210499999383, 0.1258284369998819, 0.12379255600012584, 0.1236438260000341, 0.12481329699994603, 0.12583310900004108, 0.1268846369998755, 0.12522220500000003, 0.12460391200011145, 0.1235589139998865, 0.12408211199999641, 0.12345058400001108, 0.12359895200006576, 0.1220721859999685, 0.12372902700008126, 0.12228030500000386, 0.1226700989998335]",630,78.28170483499957,0.12425667434126916,0.1239056274999939,0.1267895527999144,0.1276578988499068,0.12945277335015362,0.001739012184866002,0.001739012184866002,tokens/s,8.047857431412613,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-2b,google/gemma-2b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-70m,EleutherAI/pythia-70m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-13b,huggyllama/llama-13b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-160m,EleutherAI/pythia-160m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.3b,EleutherAI/pythia-1.3b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,12557.254656,,,,,s,[160.4551684070002],1,160.4551684070002,160.4551684070002,160.4551684070002,160.4551684070002,160.4551684070002,160.4551684070002,0.0,0.0,,kWh,0.0018660699616395847,0.0010170794323038333,0,0.002883149393943418,,MB,12694.46656,,,,,s,"[2.0658028029997695, 2.064605303999997, 2.0617398059998777, 2.059075086000121, 2.0545792289999554, 2.0612258730002395, 2.061803306999991, 2.0666793499999585, 2.0629448139998203, 2.0597740469997916]",10,20.61822961899952,2.061822961899952,2.0617715564999344,2.0658904576997883,2.0662849038498736,2.0666004607699415,0.0033616659141232096,0.0033616659141232096,tokens/s,124.1619696407388,kWh,2.4306145003263947e-05,1.3247610709384244e-05,0.0,3.755375571264819e-05,tokens/kWh,6816894.745730548,MB,12695.588864,,,,,s,"[7.691885771000216, 7.6847451039998305, 7.694264640000256, 7.665211688999989, 7.696401051000066, 7.636871704999976, 7.665789921999931, 7.642235307000192, 7.656952742000158, 7.730064100000163]",10,76.76442203100078,7.676442203100078,7.675267512999881,7.699767355900076,7.714915727950119,7.727034425590155,0.026933464947512954,0.026933464947512954,tokens/s,8.206926898317281,kWh,9.063020410333329e-05,4.9397000212246644e-05,0.0,0.00014002720431557995,tokens/kWh,449912.5745452763,,s,"[0.12664753799981554, 0.12194706200034489, 0.12133578999964811, 0.12075005600036093, 0.12137411200001225, 0.12121965899996212, 0.12074733500003276, 0.12471200399977533, 0.12604426000007152, 0.13333035899995593, 0.1199244730000828, 0.1195822079998834, 0.12023318100000324, 0.12200296799983334, 0.12207589400031793, 0.12074324200011688, 0.12186044299960486, 0.1212683180001477, 0.12198097899999993, 0.12258160600003976, 0.12221204300021782, 0.12269174599987309, 0.12166761199978282, 0.1216239499999574, 0.1222561660001702, 0.12028830500003096, 0.12259636999988288, 0.11936453299995264, 0.12281467399998292, 0.12152168500006155, 0.11983409499998743, 0.12032224699987637, 0.12172660900023402, 0.12236456499977066, 0.12102418500035128, 0.12159911199978524, 0.12261459499995908, 0.12336734400014393, 0.12953225899991594, 0.12206963100015855, 0.1228854539999702, 0.12176326100006918, 0.12068981599986728, 0.11974018999990221, 0.1217255120000118, 0.12194211699988955, 0.12169928499997695, 0.12261755600002289, 0.1218526750003548, 0.12136494599963044, 0.12033371100005752, 0.12073462200032736, 0.12038529099982043, 0.12006975900021644, 0.12212342899965734, 0.12365106700008255, 0.12227937700026814, 0.1220732069996302, 0.12093760200014003, 0.12167667099993196, 0.12334863300020515, 0.12175838499979363, 0.12396403899992947, 0.13371361600002274, 0.12511712599962266, 0.12440179800023543, 0.12300249000008989, 0.1264976869997554, 0.12514484500024992, 0.12119231399992714, 0.12211041799992017, 0.12216801900012797, 0.12300000300001557, 0.12225000599983105, 0.12273761100004776, 0.12132010499999524, 0.13084195999999793, 0.11917482699982429, 0.11964611300027173, 0.1204012429998329, 0.12060596399987844, 0.12005993200000376, 0.11788798200041128, 0.11918265899976177, 0.11954262600011134, 0.12052780600015467, 0.12197851299970353, 0.12462923800012504, 0.12185498899998493, 0.1221419829998922, 0.12043271399988953, 0.12226715800034071, 0.12093625199986491, 0.12051980299975185, 0.12156824800013055, 0.12128536399995937, 0.12405599200019424, 0.12131058599970856, 0.12223835200029498, 0.12085810500002481, 0.1217148629998519, 0.12097425799993289, 0.11883936200001699, 0.12167875500017544, 0.1209876049997547, 0.12053075100038768, 0.11975514699997802, 0.12170157599985032, 0.12039222199973665, 0.1191673980001724, 0.1204399769999327, 0.1217495420000887, 0.12074985100025515, 0.12156126299987591, 0.1203483489998689, 0.12008595099996455, 0.12140376000024844, 0.12029992899988429, 0.12000733300010324, 0.12351421199991819, 0.12572959299996, 0.12418672900003003, 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0.12240912699962792, 0.12227209700040476, 0.12037223099969196, 0.1250693339998179, 0.12114171800021722, 0.12122429000010015, 0.12010477400008313, 0.12272041399955924, 0.11856619400032287, 0.12067820899983417, 0.12273312400020586, 0.12337203099968974, 0.11990761100014424, 0.12131262799994147, 0.1252157500002795, 0.12610527799961346, 0.12064052200003061, 0.12187491700024111, 0.12282552699980442, 0.12154523200024414, 0.12078031900000497, 0.12086692499997298, 0.12017274499976338, 0.11928214699992168, 0.12155677300006573, 0.12081203700017795, 0.12048303599976862, 0.12176066300025923, 0.12140864100001636, 0.12101130299970464, 0.12543581400041148, 0.12522320099969875, 0.1209575779998886, 0.12096994200010158, 0.12299798000003648, 0.12101951900012864, 0.1220577429999139, 0.12393588499980979, 0.12020818600012717, 0.1192995209999026, 0.12111253600005512, 0.12123265200034439, 0.12154668099992705, 0.12159947999998622, 0.12240200199994433, 0.12070002099972044, 0.12039738800012856, 0.11967388699986259, 0.11975924900025348, 0.12161896599991451, 0.12326879500005816, 0.12156007800012958, 0.12065713899983166, 0.12085953899986634, 0.12035322000019733, 0.12052181399985784, 0.12102871300021434, 0.12058942699968611, 0.12203070000032312, 0.12373657499983892, 0.12372752500004935, 0.12102147299992794, 0.12087799700020696, 0.12018539099972259, 0.12016857600019648, 0.1206697540001187, 0.1260373370000707, 0.12291778300004808, 0.12255590499989921, 0.12278843900003267, 0.12219809899988832, 0.12093562300015037, 0.12076604000003499, 0.12263885499987737, 0.12345274300014353, 0.12172923699972671, 0.12241016699999818, 0.12152014900038921, 0.1211286999996446, 0.12540240800035463, 0.12401144199975533, 0.12246551099997305, 0.12297720600008688, 0.1193826319999971, 0.12046380899982978, 0.12190622700018139, 0.12272863499993036, 0.12458610800013048, 0.1236448360000395, 0.124810762999914, 0.1245431910001571, 0.12340929899983166, 0.12122276199988846, 0.12149614400004793, 0.12110289900010685, 0.12589748799973677, 0.1250151360000018, 0.12333136000006562, 0.12164115699988542, 0.12216027100021165, 0.1259507710001344, 0.123735219000082, 0.12364940599991314, 0.12278400300010617, 0.12070879899965803, 0.12169355400010318, 0.12224357900004179, 0.12250204300016776, 0.12415420799970889, 0.12248227999998562, 0.12328268300007039, 0.12300031099994158, 0.12260916600007477, 0.1214871420002055, 0.12310059499986892, 0.12179838600013682, 0.12120613599972785, 0.12254526500009888, 0.12409056300020893, 0.12101524899981086, 0.12267379900004016, 0.11996001299985437, 0.12182654500020362, 0.1213649789997362, 0.12244670000018232, 0.12268947299980937, 0.12658922200034795, 0.12303092299998752, 0.1217849079998814]",630,76.76045342999987,0.12184198957142836,0.1214322330001778,0.12396541999992224,0.1254860213001848,0.1315847165498599,0.002096309098102627,0.002096309098102627,tokens/s,8.207351205585512,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-2b,google/gemma-2b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-70m,EleutherAI/pythia-70m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-13b,huggyllama/llama-13b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,28863.135744,,,,,s,[70.98600329200053],1,70.98600329200053,70.98600329200053,70.98600329200053,70.98600329200053,70.98600329200053,70.98600329200053,0.0,0.0,,kWh,0.0008116306870819598,0.00044236893058955567,0,0.0012539996176715155,,MB,29817.257984,,,,,s,"[1.7410953280013928, 1.740184088001115, 1.7395961510010238, 1.740555284999573, 1.744543511998927, 1.7385795330010296, 1.7416732349993254, 1.7439088829996763, 1.7527085529982287, 1.7402395790013543]",10,17.423084147001646,1.7423084147001646,1.7408253065004828,1.7453600160988572,1.749034284548543,1.7519736993082915,0.003882297127249739,0.003882297127249739,tokens/s,146.9315064084422,kWh,2.0687809730833983e-05,1.1275477635388248e-05,0.0,3.196328736622223e-05,tokens/kWh,8009188.700362922,MB,30202.261504,,,,,s,"[11.70847315699939, 11.692192356997111, 11.677716934998898, 11.690183006998268, 11.665775920999295, 11.6665259529982, 11.701172421002411, 11.72391231399888, 11.69955447599932, 11.707203417998244]",10,116.93270995899002,11.693270995899002,11.695873416498216,11.710017072699339,11.716964693349109,11.722522789868925,0.017860368178538644,0.017860368178538644,tokens/s,5.387714012793769,kWh,0.00014494349749222314,7.899984160757366e-05,0.0,0.00022394333909979685,tokens/kWh,281321.1603133462,,s,"[0.19116671499796212, 0.1872872140011168, 0.18628683700080728, 0.18857430099888006, 0.18617843999891193, 0.18879658800142352, 0.1849163970000518, 0.18523785499928636, 0.1851152290000755, 0.1851900170004228, 0.18504715000017313, 0.18512553999971715, 0.18508872999882442, 0.18500310400122544, 0.18480067500058794, 0.18549085199992987, 0.18508762200144702, 0.18472270899655996, 0.1846153940023214, 0.19016435199955595, 0.18508497400034685, 0.18521701999998186, 0.1855161399980716, 0.1847248110025248, 0.18471206599861034, 0.18502418199932436, 0.18501345700133243, 0.18561590999888722, 0.18475002800187212, 0.184734700997069, 0.18469055000241497, 0.1849575999985973, 0.18555548600124894, 0.1853989269984595, 0.1849013000028208, 0.18691439799658838, 0.18559017200095695, 0.18559153900059755, 0.18521092599985423, 0.1851474249997409, 0.18526069799918332, 0.1848865210013173, 0.1854417789982108, 0.18551235800259747, 0.18513179399815272, 0.18536828600190347, 0.18546022599912249, 0.18939519400009885, 0.1865795919984521, 0.18538647900277283, 0.18609822699727374, 0.18540890300209867, 0.1858068639994599, 0.18528724700081511, 0.18567623700073455, 0.18552693799938424, 0.18550841599790147, 0.18943781900088652, 0.18623758800094947, 0.18882734299768344, 0.1857829649998166, 0.1859081660004449, 0.18593470199994044, 0.19085482399896136, 0.19221775799815077, 0.1858567490016867, 0.1865095739995013, 0.1855850569991162, 0.18538068300040322, 0.18541956400076742, 0.1856510289981088, 0.18513856200297596, 0.18505476399877807, 0.1851960029998736, 0.18494388199906098, 0.1845334300014656, 0.18517825600065407, 0.1858016289988882, 0.1855811690002156, 0.18433900699892547, 0.1849220050025906, 0.18465735799691174, 0.18513320200145245, 0.18468897999991896, 0.18536641000173404, 0.1851606839991291, 0.18475458800094202, 0.18465869199644658, 0.18517515800340334, 0.1848856969991175, 0.18506854099905468, 0.1882587149993924, 0.18553549500211375, 0.18503950299782446, 0.1853724640022847, 0.1874439409984916, 0.18485417299962137, 0.1840365499992913, 0.18471636100002797, 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.0,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,1852.760064,,,,,s,[5.905652723000458],1,5.905652723000458,5.905652723000458,5.905652723000458,5.905652723000458,5.905652723000458,5.905652723000458,0.0,0.0,,kWh,4.0978247077770095e-05,2.233326254227617e-05,0,6.331150962004627e-05,,MB,2026.201088,,,,,s,"[0.12362069000118936, 0.14267732199914462, 0.1400160909997794, 0.13264270299987402, 0.1402211749991693, 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.022759740000765305, 0.02279985499990289, 0.022932247000426287, 0.025073163998968084, 0.02337957199961238, 0.02325470200048585, 0.02313544400021783, 0.022975611000219942, 0.023229665999679128, 0.02294436299962399, 0.022679038000205765, 0.022798588999648928, 0.022948421001274255, 0.0234327519992803, 0.023492000000260305, 0.022914257000593352, 0.023018477999357856, 0.02346050199957972, 0.02297309599998698, 0.02320936999967671, 0.022999413000434288, 0.023023101000944735, 0.023073753000062425, 0.02291075299945078, 0.02277836999928695, 0.02287116099978448, 0.02286912500130711]",630,14.43271688400091,0.022909074419049064,0.022773160500037193,0.023350555600154622,0.023700224699769023,0.025584260649466162,0.0005368249228638454,0.0005368249228638454,tokens/s,43.650825070806555,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,4825.849856,,,,,s,[13.929241142002866],1,13.929241142002866,13.929241142002866,13.929241142002866,13.929241142002866,13.929241142002866,13.929241142002866,0.0,0.0,,kWh,0.00013220637387776152,7.205607159006993e-05,0,0.00020426244546783144,,MB,4920.643584,,,,,s,"[0.3435945849996642, 0.3410904219999793, 0.34337285600122414, 0.340580856998713, 0.34686424800020177, 0.34530563799853553, 0.3433278779993998, 0.34131868399708765, 0.34471436999956495, 0.3495056959982321]",10,3.4396752339926024,0.34396752339926023,0.3434837205004442,0.3471283928000048,0.3483170443991185,0.3492679656784094,0.002628233821893861,0.002628233821893861,tokens/s,744.2563107995753,kWh,4.066631911482125e-06,2.216407632109249e-06,0.0,6.283039543591374e-06,tokens/kWh,40744610.665568225,MB,4921.974784,,,,,s,"[2.6246749320016534, 2.6346927209997375, 2.557779546998063, 2.5782292600015353, 2.5916901150012563, 2.5971547750013997, 2.5612451209999563, 2.609394828999939, 2.5896774060020107, 2.5557443630023045]",10,25.900283069007855,2.5900283069007854,2.5906837605016335,2.6256767109014616,2.6301847159505995,2.63379111998991,0.026090405523721584,0.026090405523721584,tokens/s,24.324058479262522,kWh,3.0415737859836178e-05,1.6577637980019752e-05,0.0,4.6993375839855916e-05,tokens/kWh,1340614.4775529956,,s,"[0.04395852300149272, 0.041672524999739835, 0.041042748001927976, 0.03952107899749535, 0.039500775001215516, 0.04092989499986288, 0.0405603869985498, 0.04022942899973714, 0.04104433900283766, 0.039915522997034714, 0.04067137500169338, 0.03993013299987069, 0.04073766500005149, 0.040769786999589996, 0.04149596899878816, 0.04567758000121103, 0.04273014200225589, 0.042716273997939425, 0.04175653900165344, 0.04223836899836897, 0.04386384100143914, 0.042246115997841116, 0.04115591500158189, 0.040695392999623436, 0.04304181599945878, 0.04354884100030176, 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0.17929055399872595, 0.17808062200128916, 0.18004678399847762, 0.1820434520013805, 0.18051249099880806, 0.1819519370001217, 0.18079233600110456, 0.17986728199866775, 0.17987315699974715, 0.17969841200101655, 0.18208221399981994, 0.17979405199912435, 0.183757749000506, 0.17989477000082843, 0.17931690200020967, 0.1795157130000007, 0.1794048819992895, 0.17766459099948406, 0.1779058009997243, 0.17750120700111438, 0.17746296299992537, 0.1789846169995144, 0.17779512200104364, 0.17816293599935307, 0.17944394100049976, 0.1808808659989154, 0.17887136500030465, 0.17826833599974634, 0.18463644300027227, 0.17984881899974425, 0.1812766279999778, 0.18174991900013993, 0.17927967499963415, 0.18001593700137164, 0.18041198699938832, 0.18026649300009012, 0.17940760400051659, 0.17936208099854412, 0.1780154300013237, 0.17854909699963173, 0.17865923899989866, 0.18285276099959447, 0.1815197949999856, 0.17943841899977997, 0.17919521300063934, 0.18257376799920166, 0.18392837500141468, 0.17976833499960776, 0.18239369100047043, 0.18254957099998137, 0.1802620169983129, 0.18040693900002225, 0.17914765600107785, 0.1789151060002041, 0.18070461800016346, 0.1793120980000822, 0.18021484699966095, 0.18096269399939047, 0.18007631100044819, 0.18054016600035538, 0.18243754399918544, 0.18109392699989257, 0.18014042700087884, 0.17936447499960195, 0.18030350499975611, 0.1801126780010236, 0.17976226299833797, 0.18046668900024088, 0.17969960600021295, 0.1787227940003504, 0.17865545600034238, 0.17897474100027466, 0.17992985799901362, 0.18498966900006053, 0.18150748600055522]",630,113.05474876799963,0.17945198217142797,0.1790341889991396,0.18182308020022903,0.1827849344002061,0.18511051099938414,0.0017075745089840443,0.0017075745089840443,tokens/s,5.572521339133017,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,1145.315328,,,,,s,[4.1763122209995345],1,4.1763122209995345,4.1763122209995345,4.1763122209995345,4.1763122209995345,4.1763122209995345,4.1763122209995345,0.0,0.0,,kWh,2.0500971688887955e-05,1.1172054346952198e-05,0,3.167302603584016e-05,,MB,1205.415936,,,,,s,"[0.053957187999913, 0.053456765999726485, 0.05378884600031597, 0.0540298249998159, 0.05354672000066785, 0.05382250999991811, 0.05454325200025778, 0.054886048000298615, 0.05438642299941421, 0.05458073499994498, 0.054549213999962376, 0.05517771700033336, 0.054240750000644766, 0.055401024999810033, 0.053809481999451236, 0.054683735000253364, 0.054843448000610806, 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0.20065773700025602, 0.2013081820005027, 0.20050158300000476, 0.1994190939994951, 0.19227802700061147, 0.19937470899913023, 0.20173584400072286, 0.19793142399976205, 0.19773370900020382, 0.187505164999493, 0.18892750299983163, 0.1878455620008026, 0.18600287299977936, 0.18943675900027301, 0.18918086599933304, 0.19088621199989575, 0.1859747940006855, 0.1807297479999761, 0.18921616099942185, 0.17910406700048043, 0.17946563699933904, 0.1833206480005174, 0.18428458499965927, 0.18365165700015496, 0.18173051200028567, 0.18336648100012098, 0.18288281700006337]",630,116.28795329900004,0.18458405285555562,0.18270532199994705,0.19400464439931966,0.19900168500034848,0.20269476056973873,0.006419587270716387,0.006419587270716387,tokens/s,5.417586105244638,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,57996.804096,,,,,s,[142.57362485500016],1,142.57362485500016,142.57362485500016,142.57362485500016,142.57362485500016,142.57362485500016,142.57362485500016,0.0,0.0,,kWh,0.0016560107941090288,0.0009025890050570541,0,0.002558599799166083,,MB,58336.518144,,,,,s,"[1.0042365539993625, 0.9988225810002405, 1.0007624479994774, 0.9921959640005298, 1.0024196419999498, 0.9981792970002061, 0.9948858050001945, 1.0033196829999724, 0.9961740790004114, 1.000275313000202]",10,9.991271366000547,0.9991271366000547,0.9995489470002212,1.0034113700999114,1.003823962049637,1.0041540356094174,0.003664129995711067,0.003664129995711067,tokens/s,256.2236482447533,kWh,1.1768671254418679e-05,6.4142334161805345e-06,0.0,1.8182904670599213e-05,tokens/kWh,14079158.673363028,MB,58372.849664,,,,,s,"[7.616563275000772, 7.481081354999333, 7.463166811000519, 7.458469411999431, 7.463737365999805, 7.464082263999444, 7.4575915760005955, 7.467761824999798, 7.461624022000251, 7.459415747000094]",10,74.79349365300004,7.4793493653000045,7.463452088500162,7.494629546999477,7.555596411000124,7.604369902200642,0.0461784935229343,0.0461784935229343,tokens/s,8.423192569701952,kWh,8.813978857176117e-05,4.803960334808598e-05,0.0,0.00013617939191984716,tokens/kWh,462625.06471669895,,s,"[0.12432734100002563, 0.12163716300074157, 0.12140801999976247, 0.12117842399948131, 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8488C,32,66326.188032,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,27401.695232,,,,,s,[67.69619265599977],1,67.69619265599977,67.69619265599977,67.69619265599977,67.69619265599977,67.69619265599977,67.69619265599977,0.0,0.0,,kWh,0.0007703404188048733,0.00041986420935681237,0,0.0011902046281616857,,MB,27863.515136,,,,,s,"[1.903190437999001, 1.8955548749981972, 1.8998028179994435, 1.8954453090009338, 1.894904304001102, 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0.18314204900161712, 0.18097451299763634, 0.17875624000225798, 0.1788062559971877, 0.17912860800061026, 0.17897220300073968, 0.1791049550010939, 0.17864925100002438, 0.17833344400060014, 0.17806337099682423, 0.1782389320032962, 0.18066578199795913, 0.18109471099887742, 0.17916719800268766, 0.1790188599989051, 0.17916496399993775, 0.17918217099941103, 0.18020956400141586, 0.18321630799982813, 0.18202088099860703, 0.17791850100184092, 0.1790487319995009, 0.18116554399966844, 0.18110097499811673, 0.18466192000050796, 0.17865482100023655, 0.1803759110007377, 0.1797718089983391, 0.17988168600277277, 0.178779403999215, 0.17955527199956123, 0.17815638500178466, 0.1788939769976423, 0.1808355159992061, 0.1810946680016059, 0.17933613800050807, 0.18074674699892057, 0.17900312100027804, 0.1793502639993676, 0.17889379400003236, 0.1786816230014665, 0.1800867339989054, 0.1817936830011604, 0.18106028100010008, 0.1830644849978853, 0.18643522200000007, 0.18196770900249248, 0.18152250200000708, 0.18027021099987905, 0.18026005600040662]",630,113.19270488099573,0.17967096012856465,0.1792918829996779,0.18186481470074795,0.1832257047517487,0.18506441606907176,0.0017165432904064403,0.0017165432904064403,tokens/s,5.565729705481865,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,28890.60352,,,,,s,[73.08495046299981],1,73.08495046299981,73.08495046299981,73.08495046299981,73.08495046299981,73.08495046299981,73.08495046299981,0.0,0.0,,kWh,0.0008341785405479168,0.00045465838994323583,0,0.0012888369304911527,,MB,29345.107968,,,,,s,"[2.0883793390000847, 2.091947567000034, 2.0934944890000224, 2.0853030529999614, 2.0867425540000113, 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.0,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,52912.672768,,,,,s,[128.24763377400086],1,128.24763377400086,128.24763377400086,128.24763377400086,128.24763377400086,128.24763377400086,128.24763377400086,0.0,0.0,,kWh,0.0014840292693277673,0.0008088523809074269,0,0.0022928816502351943,,MB,53180.514304,,,,,s,"[3.1011033579998184, 3.1105096910014254, 3.12008541799878, 3.0941290149967244, 3.113288978001947, 3.1479745139986335, 3.1113279679993866, 3.1777953619966866, 3.1024601030003396, 3.115023537000525]",10,31.193697943994266,3.1193697943994265,3.1123084730006667,3.1509565987984387,3.164375980397563,3.1751114856768616,0.023849580796872254,0.023849580796872254,tokens/s,82.06785885393488,kWh,3.681096650416546e-05,2.006321688167904e-05,0.0,5.68741833858445e-05,tokens/kWh,4501163.529034796,MB,53431.95136,,,,,s,"[20.396148234000066, 20.41758682299951, 20.431005517999438, 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.222321221997845, 0.21653959700051928, 0.22220075199948042, 0.22710541500055115, 0.22686125000109314, 0.23831706899727578, 0.23053444800098077, 0.226836670000921, 0.2335641889985709, 0.23427212000024156, 0.23479643600148847, 0.24039302299934207, 0.24599914099962916, 0.2364329270021699, 0.223959928000113, 0.22307726699727937, 0.22522346200275933, 0.22656076399653102, 0.22128209400034393, 0.2261023560022295, 0.22518077899803757, 0.22213176600052975, 0.2193666890016175, 0.22410843100078637, 0.22477045399864437, 0.22785117799867294, 0.22281962399938493, 0.22526804900189745, 0.23015080199911608, 0.2346374110020406, 0.22293435499886982, 0.22002173899818445, 0.230602194002131, 0.23416624699893873, 0.2335376549999637, 0.22685136400104966, 0.22713809500055504, 0.21749577899754513, 0.22861740100051975, 0.2339065180021862, 0.23548522199780564, 0.22294957600024645, 0.22116426900174702, 0.22003877699899022, 0.2251904859986098, 0.23900923400287866, 0.2425733769996441, 0.2407083159996546, 0.23696750499948394, 0.22831526400113944]",630,144.51720463200036,0.22939238830476247,0.22862620649902965,0.2396686579002562,0.24255077124907984,0.24920572987066408,0.00797053553597338,0.00797053553597338,tokens/s,4.359342554433131,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,27399.921664,,,,,s,[67.79885634800303],1,67.79885634800303,67.79885634800303,67.79885634800303,67.79885634800303,67.79885634800303,67.79885634800303,0.0,0.0,,kWh,0.0007709665882222403,0.00042020549998999227,0,0.0011911720882122325,,MB,27862.593536,,,,,s,"[1.8106353760013008, 1.7697569730007672, 1.8059690070003853, 1.8110358140002063, 1.789641223000217, 1.8466110869994736, 1.7776923599994916, 1.7892102480000176, 1.7829217059988878, 1.8262835160021496]",10,18.009757310002897,1.8009757310002896,1.7978051150003012,1.828316273101882,1.8374636800506778,1.8447816056097144,0.02247685078558543,0.02247685078558543,tokens/s,142.14516919548586,kWh,2.116930685555543e-05,1.1537925525806553e-05,0.0,3.270723238136198e-05,tokens/kWh,7827015.047163699,MB,27920.965632,,,,,s,"[11.389805400001933, 11.330592017999152, 11.333368890998827, 11.382276765001734, 11.37650725399726, 11.350511462002032, 11.364881554000021, 11.373268538998673, 11.403583215000253, 11.360226172000694]",10,113.66502127000058,11.366502127000057,11.369075046499347,11.391183181501765,11.39738319825101,11.402343211650404,0.02235584534965979,0.02235584534965979,tokens/s,5.542602226796705,kWh,0.00013372731246104195,7.288657532759041e-05,0.0,0.0002066138877886324,tokens/kWh,304916.57978213683,,s,"[0.18376288800209295, 0.18319725299807033, 0.17769589599993196, 0.18091526400166913, 0.17980595499830088, 0.17838362200200208, 0.18133718599710846, 0.17905717200119398, 0.18041592000008677, 0.18317828900035238, 0.1788779449998401, 0.18213384800037602, 0.1791233949988964, 0.17783760100064683, 0.1784059370002069, 0.17830973799937055, 0.17961799600016093, 0.17923458700170158, 0.18128504999913275, 0.1783786419982789, 0.18135261300267302, 0.18069778399876668, 0.17952779699771781, 0.1816508480005723, 0.18164058000184014, 0.1805752609980118, 0.18253536200063536, 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,11694.022656,,,,,s,[30.688438679000683],1,30.688438679000683,30.688438679000683,30.688438679000683,30.688438679000683,30.688438679000683,30.688438679000683,0.0,0.0,,kWh,0.0003335838930437572,0.00018181485542204622,0,0.0005153987484658035,,MB,11810.451456,,,,,s,"[0.8476278150001235, 0.8471771459999218, 0.8505733089996284, 0.8526178049996815, 0.851552786000866, 0.8482246579997081, 0.8526446180003404, 0.8582156259999465, 0.8585508799997115, 0.8549283050006125]",10,8.52211294800054,0.852211294800054,0.8520852955002738,0.858249151399923,0.8584000156998173,0.8585207071397326,0.003864431952397198,0.003864431952397198,tokens/s,300.394986034611,kWh,1.011397093628435e-05,5.512352876844136e-06,0.0,1.5626323813128484e-05,tokens/kWh,16382611.998922046,MB,11885.40416,,,,,s,"[5.1609037389998775, 5.1592062030003945, 5.149193885000386, 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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(most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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0.3199187600002915]",630,202.42600882200713,0.32131112511429705,0.3207078620016546,0.32461448780086355,0.32602703020002083,0.3297798310685903,0.0025764656489155164,0.0025764656489155164,tokens/s,3.1122482909494007,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,24785.829888,,,,,s,[63.44787007400009],1,63.44787007400009,63.44787007400009,63.44787007400009,63.44787007400009,63.44787007400009,63.44787007400009,0.0,0.0,,kWh,0.0007192527003277775,0.00039201928859365306,0,0.0011112719889214305,,MB,25632.403456,,,,,s,"[1.8579912469999726, 1.8681603809995977, 1.8455161510000835, 1.8439123329999347, 1.8465863730002638, 1.8551140589997885, 1.8458183230000031, 1.8429462400004013, 1.8504833719998715, 1.8618124680001529]",10,18.51834094700007,1.851834094700007,1.8485348725000676,1.8624472593000974,1.8653038201498475,1.8675890688296477,0.008136347303874771,0.008136347303874771,tokens/s,138.24132557699315,kWh,2.1812176663263788e-05,1.1888291263705132e-05,0.0,3.370046792696892e-05,tokens/kWh,7596333.693489611,MB,25638.432768,,,,,s,"[10.498961089000204, 10.474417306000305, 10.66558284599978, 10.460057869000138, 10.450267913000062, 10.46855226200023, 10.456203558000198, 10.488300038999569, 10.536579438000444, 10.49878964599975]",10,104.99771196600068,10.499771196600069,10.481358672499937,10.549479778800379,10.607531312400079,10.65397253927984,0.060435801591230354,0.060435801591230354,tokens/s,6.000130747649057,kWh,0.0001238988696932642,6.752972326152388e-05,0.0,0.00019142859295478808,tokens/kWh,329104.4406040191,,s,"[0.16966808000006495, 0.16673596200007523, 0.16661963400019886, 0.17333538200000476, 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.1933826760005104]",630,117.76841146899915,0.1869339864587288,0.19222514449984374,0.1937168156997359,0.19425881145007223,0.19641631686998154,0.015039461178286043,8.04533272049299,tokens/s,5.349482022739506,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-160m,EleutherAI/pythia-160m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.3b,EleutherAI/pythia-1.3b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3826, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1565, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1731, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,24689.881088,,,,,s,[60.363369740999815],1,60.363369740999815,60.363369740999815,60.363369740999815,60.363369740999815,60.363369740999815,60.363369740999815,0.0,0.0,,kWh,0.000684794916170139,0.00037323844647021477,0,0.0010580333626403538,,MB,25401.991168,,,,,s,"[1.504224835000059, 1.5117715530000169, 1.5024674940000295, 1.5237087639998208, 1.497746989999996, 1.4997162259999186, 1.5081430010000076, 1.501218095000013, 1.4998862809998172, 1.5090360920000876]",10,15.057919330999766,1.5057919330999767,1.5033461645000443,1.5129652740999973,1.518337019049909,1.5226344150098385,0.007374011870120183,0.007374011870120183,tokens/s,170.01020816532886,kWh,1.7777925016180518e-05,9.68949481908458e-06,0.0,2.7467419835265097e-05,tokens/kWh,9320132.780412255,MB,25404.329984,,,,,s,"[10.247866256999941, 10.065926365999985, 10.164840614000013, 10.150626774000102, 10.075096407000046, 10.101899868000146, 10.16170414599992, 10.119866486999854, 10.21619515700013, 10.124345596000012]",10,101.42836767200015,10.142836767200015,10.137486185000057,10.219362267000111,10.233614262000026,10.245015857999958,0.05510247876285938,0.05510247876285938,tokens/s,6.2112800832731425,kWh,0.00011957540378833332,6.517325586950066e-05,0.0,0.00018474865965783396,tokens/kWh,341003.82712751435,,s,"[0.16098539800009348, 0.15962457699993138, 0.16246605700007422, 0.16545515099983277, 0.15707181300012962, 0.15882035899994662, 0.1661916810001003, 0.15871987899981832, 0.16242112000009, 0.15930571300009433, 0.15657868599987523, 0.16123075700011213, 0.16842876399982742, 0.17016766800020378, 0.16220456799987915, 0.15888340200012863, 0.1641013359999306, 0.16110290300002816, 0.15998733099991114, 0.16428808099999515, 0.16658642099991994, 0.17171893100021407, 0.16772526099998686, 0.1633885079997981, 0.16529325700003028, 0.1596348300001864, 0.15983275899998262, 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0.1637574780002069, 0.16576299299981656, 0.16577927299999828, 0.15908438700012084, 0.16047021600002154, 0.1714114479998443, 0.16656770500003404, 0.16058043299995006, 0.15865560500014908, 0.1609501000000364, 0.1628713229999903, 0.16044583699999748, 0.16126812599986806, 0.16079798999999184, 0.1572453820001556, 0.16186549099984404, 0.15961940300007882, 0.16161020100003043, 0.16872371699992073, 0.16113509100000556, 0.16110495600014474, 0.1611874849998003, 0.15996062600015648, 0.15892775799989067, 0.1620488490000298, 0.16076416000009885, 0.16409127599990825]",630,101.42451689399991,0.1609912966571427,0.16040358099996865,0.16576462099983474,0.16798500089988694,0.17135744245988235,0.003504769008380984,0.003504769008380984,tokens/s,6.211515906537876,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-2b,google/gemma-2b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-70m,EleutherAI/pythia-70m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-13b,huggyllama/llama-13b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,2145.030144,,,,,s,[30.08835001400007],1,30.08835001400007,30.08835001400007,30.08835001400007,30.08835001400007,30.08835001400007,30.08835001400007,0,0,,,,,,,,MB,2152.38656,,,,,s,"[0.17468848800001524, 0.17056199399996785, 0.16967577499997333, 0.17481640200003312, 0.17173539899999923, 0.1734858949999989, 0.1711049970000431, 0.17295938100005515, 0.17260791599994718, 0.17028915900004904]",10,1.7219254060000821,0.17219254060000821,0.1721716574999732,0.17470127940001703,0.17475884070002506,0.1748048897400315,0.0017191605781865012,0.9983943393808195,tokens/s,1486.7078394218652,kWh,2.03503014784603e-06,1.1091393723635012e-06,0.0,3.1441695202095313e-06,tokens/kWh,81420546.30150472,MB,2155.708416,,,,,s,"[1.5669006140000192, 1.5582073790000095, 1.5665750179999804, 1.5694293279999556, 1.5625642139999627, 1.569811652999988, 1.5692622729999357, 1.5696053699999766, 1.5626089419999971, 1.5716967199999772]",10,15.666661510999802,1.5666661510999802,1.5680814434999775,1.5700001596999869,1.570848439849982,1.571527063969978,0.00403875904318133,0.25779321525174054,tokens/s,40.21277919087404,kWh,1.852962119645948e-05,1.0099231138733408e-05,0.0,2.862885233519288e-05,tokens/kWh,2200577.210094983,,s,"[0.026869965000059892, 0.024773933000005854, 0.024661685999944893, 0.024632354999994277, 0.024857375000010506, 0.024921864000020832, 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bfloat16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,3785.580544,,,,,s,[7.476685581000083],1,7.476685581000083,7.476685581000083,7.476685581000083,7.476685581000083,7.476685581000083,7.476685581000083,0,0,,,,,,,,MB,4114.874368,,,,,s,"[0.21695198900010837, 0.21493883599998753, 0.21107844699997713, 0.2160106489999407, 0.2151878959999749, 0.21713301500005855, 0.21507288300006167, 0.2135300229999757, 0.2146701200000507, 0.21296788999995897]",10,2.1475417480000942,0.2147541748000094,0.2150058595000246,0.2169700916001034,0.21705155330008097,0.21711672266006304,0.0017492622791114008,0.814541687369015,tokens/s,1192.060644401446,kWh,2.551781491489353e-06,1.390783156809558e-06,0.0,3.942564648298911e-06,tokens/kWh,64932353.13476869,MB,4115.369984,,,,,s,"[1.3856658039999274, 1.3873590599999943, 1.3888294780000479, 1.3976706480000303, 1.4049036960000194, 1.4012345070000265, 1.4148838759999762, 1.4208064100000684, 1.4093437010000116, 1.3901545429999942]",10,14.000851723000096,1.4000851723000096,1.3994525775000284,1.4154761293999853,1.4181412697000269,1.4202733819400601,0.011660364120045494,0.8328324841045396,tokens/s,44.99726248547141,kWh,1.6393803419760642e-05,8.935132472760351e-06,0.0,2.532893589252099e-05,tokens/kWh,2487273.854193075,,s,"[0.024084166999955414, 0.022115003999942928, 0.021841021000000183, 0.02198391100000663, 0.021875520000094184, 0.021562056999982815, 0.021793215999991844, 0.02153843999997207, 0.022099519999983386, 0.021802715000035278, 0.02226605999999265, 0.021651098999996066, 0.022586422000017592, 0.02147668899999644, 0.021824751999929504, 0.021603431000016826, 0.022053610000057233, 0.021715640000024905, 0.02175881899995602, 0.02190641200002119, 0.02198493299999882, 0.02176462399995671, 0.021769081999991613, 0.02160112600006414, 0.02184564300000602, 0.021666996999897492, 0.021733302000029653, 0.02180717500004903, 0.021931339999923694, 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0.021928317999936553, 0.022138924000046245, 0.02189373099997738, 0.02209704300003068]",630,13.994355722000137,0.022213263050793866,0.022105045000046175,0.02268599890001042,0.022949184499998408,0.024656410909992703,0.0005524571332881316,2.487059789571923,tokens/s,45.018149639400306,,, float16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,bloom,bigscience/bloomz-560m,bigscience/bloomz-560m,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,,4.45.2,,1.0.0,,,,1.22.0,,,,,,False,True,,MB,2145.23904,,,,,s,[24.49760939300006],1,24.49760939300006,24.49760939300006,24.49760939300006,24.49760939300006,24.49760939300006,24.49760939300006,0,0,,,,,,,,MB,2156.6464,,,,,s,"[0.2159060029999864, 0.21032486299998254, 0.2193824249999352, 0.214641436000079, 0.2126935029999686, 0.21213001399996756, 0.21324912599993695, 0.21230143100001442, 0.21179404299994076, 0.2111626589999105]",10,2.133585502999722,0.2133585502999722,0.2124974669999915,0.2162536451999813,0.21781803509995826,0.21906954701993983,0.0025293541062949695,1.1854946064916616,tokens/s,1199.8581713274482,kWh,2.5159070596335923e-06,1.3712283604597973e-06,0.0,3.887135420093389e-06,tokens/kWh,65858266.3924401,MB,2157.146112,,,,,s,"[1.3041171910000458, 1.303426656000056, 1.3081956590000345, 1.3078546299999516, 1.3060407149999946, 1.2956842240000697, 1.2998294540000188, 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0.020495302999734122]",630,23.148550498000077,0.03674373094920647,0.021056424999869705,0.06457587890022295,0.06513593795004909,0.06711642838985427,0.02082460104876028,56.67524911269255,tokens/s,27.215526952948046,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,3269.87776,,,,,s,[41.65957298700232],1,41.65957298700232,41.65957298700232,41.65957298700232,41.65957298700232,41.65957298700232,41.65957298700232,0.0,0.0,,kWh,0.00046040948760208827,0.00025093952135059994,0,0.0007113490089526882,,MB,3348.533248,,,,,s,"[0.5532470789985382, 0.5488974869986123, 0.5545265250002558, 0.5594952530009323, 0.5514822950026428, 0.5505203880020417, 0.5566491030003817, 0.5542273840001144, 0.5583915220013296, 0.552392804002011]",10,5.53982984000686,0.553982984000686,0.5537372314993263,0.5585018951012899,0.5589985740511111,0.559395917210968,0.0032320148577304176,0.0032320148577304176,tokens/s,462.1080563725094,kWh,6.556523928436984e-06,3.5734585669864597e-06,0.0,1.0129982495423444e-05,tokens/kWh,25271514.547597345,MB,3359.014912,,,,,s,"[2.4419501980009954, 2.4437852699993527, 2.431754698001896, 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benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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, 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0.017060178999599884, 0.01703786000052787, 0.017238284000086423, 0.0171732319995499, 0.017268304000026546, 0.01726071699977183, 0.017279250000683533, 0.017372167999383237, 0.017340146000606182, 0.017423757999495137, 0.017886303000523185, 0.018501206999644637, 0.018731172000116203, 0.017183266999381885, 0.01731325300079334, 0.01743657799943321, 0.01725960300063889, 0.01738196299993433, 0.01696010799969372, 0.01705910100008623, 0.017193128000144497, 0.016927310999562906, 0.017004987000291294, 0.01746113500030333, 0.017402987999957986, 0.017136218999439734, 0.01766392999979871, 0.016894872000193573, 0.017132583000602608, 0.01716155699978117, 0.017101282999647083, 0.01707127000008768, 0.017461729000388004, 0.01708051700006763, 0.017096343000048364, 0.01780395899913856, 0.01685853200069687, 0.016753726999922947, 0.016601257999354857, 0.01676505300019926, 0.016783211000074516, 0.016537434000383655, 0.016451421000056143, 0.016519701999641256, 0.016931109000324795, 0.017360331999952905, 0.01668960299957689, 0.016759449999881326, 0.016845799000293482, 0.016950825000094483, 0.016921192000154406, 0.016478405999805545, 0.016623043999970832, 0.01661854200028756, 0.016672235999976692]",630,10.627433683001072,0.016868942353969955,0.016781016499862744,0.017255021999972087,0.017550159350230382,0.01888637781009493,0.0004479216221680112,0.0004479216221680112,tokens/s,59.28053929028093,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,16481.968128,,,,,s,[208.12733865500195],1,208.12733865500195,208.12733865500195,208.12733865500195,208.12733865500195,208.12733865500195,208.12733865500195,0.0,0.0,,kWh,0.002425241302806247,0.0013218495309366748,0,0.0037470908337429217,,MB,16863.76448,,,,,s,"[2.6170618119977007, 2.6022382250012015, 2.6030534339988662, 2.6045975829983945, 2.5970395719996304, 2.588751350998791, 2.5973886960018717, 2.5871852380005294, 2.5382008050000877, 2.598732671001926]",10,25.934249386999,2.5934249386998998,2.598060683501899,2.605844005898325,2.6114529089480127,2.615940031387763,0.02005328375805504,0.02005328375805504,tokens/s,98.71116614168692,kWh,3.060772556382088e-05,1.668222728037315e-05,0.0,4.728995284419402e-05,tokens/kWh,5413412.037932073,MB,16865.103872,,,,,s,"[8.875575740003114, 8.915738780000538, 8.880424472001323, 8.84714449799867, 8.8950953450003, 8.909077176998835, 8.94401108099919, 8.915551445999881, 8.934322368000721, 8.976006202999997]",10,89.09294711000257,8.909294711000257,8.912314311499358,8.94721059319927,8.961608398099633,8.973126642019924,0.03521006089280425,0.03521006089280425,tokens/s,7.071266811077003,kWh,0.00010667976767596884,5.814463080769433e-05,0.0,0.00016482439848366321,tokens/kWh,382224.9653545335,,s,"[0.14653580700178281, 0.14287867399980314, 0.14046111299830955, 0.14153507000082755, 0.14116680000006454, 0.14144424500045716, 0.14154574100030004, 0.1422790270007681, 0.1413581870001508, 0.1434447249994264, 0.14188508100050967, 0.14071988000068814, 0.1423365409973485, 0.13982964200113202, 0.13893857700168155, 0.1379692399968917, 0.1401908510015346, 0.13948306900056195, 0.14322369399815216, 0.1397615620007855, 0.13911092600028496, 0.13848811099887826, 0.1397815599993919, 0.1408296790032182, 0.14224993599782465, 0.14109096299944213, 0.14186300100118387, 0.14235968700086232, 0.13996082299854606, 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0.13776334000067436, 0.1391722469998058, 0.139701681000588, 0.1382872350004618, 0.1386001489991031, 0.13926403900040896, 0.14118115499877604, 0.14362090500071645, 0.14142084900231566, 0.14060681399860187, 0.1400024750000739, 0.13948354799867957, 0.14069132400254603, 0.14207722199716954, 0.14255132300240803, 0.14299551300064195, 0.13979883199863252, 0.1403038620010193, 0.14115490800031694, 0.14171565499782446, 0.14141400100197643, 0.14175590999730048, 0.14249836599992705, 0.14348890100154676, 0.14205918999869027]",630,89.08728793200498,0.14140839354286505,0.14106710049964022,0.14381793010143157,0.145083663549849,0.14855790568130034,0.002650021525768468,0.002650021525768468,tokens/s,7.071716006001232,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3886, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,2624.540672,,,,,s,[32.702728177999234],1,32.702728177999234,32.702728177999234,32.702728177999234,32.702728177999234,32.702728177999234,32.702728177999234,0.0,0.0,,kWh,0.0003545857990340261,0.0001932614948292433,0,0.0005478472938632694,,MB,2661.400576,,,,,s,"[0.4495216180002899, 0.45363123799688765, 0.44939826100016944, 0.4474461669997254, 0.4535913010004151, 0.44575280300341547, 0.44357812000089325, 0.4488065909972647, 0.4522130160003144, 0.44828413099821773]",10,4.492223245997593,0.4492223245997593,0.4491024259987171,0.4535952947000624,0.453613266348475,0.4536276436672051,0.0030934388710065312,0.0030934388710065312,tokens/s,569.8737261735304,kWh,5.360342021074556e-06,2.921511313853234e-06,0.0,8.28185333492779e-06,tokens/kWh,30910955.51286191,MB,2663.469056,,,,,s,"[2.137001233000774, 2.1394473820000712, 2.143275544996868, 2.148293042999285, 2.125802220998594, 2.142746047997207, 2.12810573599927, 2.1337000200001057, 2.1519715119975444, 2.128684022001835]",10,21.379026761991554,2.1379026761991553,2.1382243075004226,2.148660889899111,2.1503162009483274,2.151640449787701,0.008405138344990307,0.008405138344990307,tokens/s,29.468132811360615,kWh,2.5077276168854547e-05,1.3667980956759175e-05,0.0,3.8745257125613725e-05,tokens/kWh,1626005.4694114274,,s,"[0.036382051002874505, 0.033488226999907056, 0.03447580200008815, 0.033800116998463636, 0.033714524000970414, 0.03361520199905499, 0.03393803500148351, 0.03421627699935925, 0.03381844199975603, 0.03378632200110587, 0.033301372997811995, 0.03396587500174064, 0.03331056900060503, 0.03461568599959719, 0.03333422200012137, 0.03399299299780978, 0.035494733001542045, 0.03324623300068197, 0.03290989699962665, 0.033408994000637904, 0.033630586996878264, 0.033053074999770615, 0.03332984000007855, 0.0339501590024156, 0.03359171699776198, 0.032888403002289124, 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0.03331333800088032, 0.03357825499915634, 0.033427750000555534, 0.03414123699985794, 0.03388086799895973, 0.033707090999087086, 0.03356798300228547, 0.0331823889973748, 0.03377688299951842, 0.03393563500139862, 0.0367091240004811, 0.03328138299912098, 0.03343708900138154, 0.03293271499933326, 0.03310743299880414, 0.033682543002214516, 0.033449292997829616, 0.03364223600146943, 0.034012354000878986, 0.034178676000010455, 0.03448611699786852, 0.034425114001351176, 0.03378191199954017, 0.03405887099870597, 0.03361684000265086, 0.03307556499930797, 0.033644881998043275, 0.03325182200205745, 0.032915775998844765, 0.03277020099994843, 0.03343131799920229, 0.03296754700204474, 0.033161898998514516, 0.03337795799961896, 0.033457104000262916, 0.035404021000431385, 0.0352230860007694, 0.0335684069978015, 0.03365988100267714, 0.03405450999707682, 0.033514536000438966, 0.033708723000017926, 0.034057715001836186, 0.033782467999117216, 0.0335963069992431, 0.03379436400064151, 0.03451916199992411, 0.0352906760017504, 0.03533600299851969, 0.03471847000037087, 0.03390428100101417, 0.03386015499927453, 0.03444594200118445, 0.03419374899749528, 0.033893146999616874, 0.033373472000675974, 0.03384292800183175, 0.03592185099842027, 0.034610750000865664, 0.03334424900094746, 0.03309648999857018, 0.03388322599857929, 0.034326171000429895, 0.03387348600153928, 0.03371037499891827, 0.03359997300140094, 0.03345577800064348, 0.03452381099850754, 0.03407159099879209, 0.03423375400234363, 0.03358836400002474, 0.033702648997859797, 0.033166077999339905, 0.03787611799998558, 0.03373189000194543, 0.033268774997850414, 0.03447643500112463, 0.03382890799912275, 0.03347351900083595, 0.034270018000825075, 0.033243054000195116, 0.03426404499987257, 0.034045313001115574, 0.034114396999939345, 0.03394947400011006, 0.03404520599724492, 0.03377332700256375, 0.03410279599847854, 0.03390123200006201, 0.03496835099940654, 0.033597741999983555, 0.033407749000616604, 0.03385108099973877, 0.03398354300225037, 0.034452027997758705, 0.03396950499882223, 0.03457529300067108, 0.03380216200093855, 0.035502400001860224, 0.033903494997503, 0.033738529000402195, 0.033350188001350034, 0.03398935199948028, 0.03396798199901241, 0.03342671900099958, 0.03421019899906241, 0.034326067001529736, 0.036043316998984665, 0.03486446199894999, 0.03413472499960335, 0.03395567900224705, 0.03370440999788116, 0.03439101000185474, 0.03426645699801156, 0.03416939300223021, 0.03489423899736721, 0.035590817002230324, 0.0344262799990247, 0.033767298999009654, 0.03492177299995092, 0.03630016700117267, 0.034465411998098716, 0.03377721100332565, 0.03314520200001425, 0.03375457099900814, 0.034111881999706384, 0.034119526000722544, 0.03410498899756931, 0.0330666800000472, 0.032558921000600094, 0.033175606000440894, 0.03377932500006864, 0.0336612220016832, 0.03405542699692887, 0.033835835001809755, 0.03382097799840267, 0.03451283200047328, 0.03345636700032628, 0.03389457099910942, 0.03368722600134788, 0.03419161700003315, 0.03315864699834492, 0.03347272600149154, 0.03380033800203819, 0.034379838998574996, 0.033213637998414924, 0.03299991899984889, 0.033397004001017194, 0.03316100400115829, 0.03337286799796857, 0.03320602100211545, 0.03321068299919716, 0.03470177900089766, 0.03321507799773826, 0.03328099099962856, 0.0326238990019192, 0.03295086299840477, 0.03344568700049422, 0.033216888001334155, 0.03336370900069596, 0.03351427400048124, 0.03456729999743402, 0.03448147800008883, 0.03367297200020403, 0.03477796900187968, 0.034585027999128215, 0.03380027499952121, 0.03307051199954003, 0.03437431000202196, 0.033836582999356324, 0.03395817899945541, 0.03371793699989212, 0.03403293299925281, 0.033982623001065804, 0.03442014000029303, 0.03476744699946721, 0.03404124200096703, 0.034033408999675885, 0.03345359499871847, 0.033826730999862775, 0.03373638899938669, 0.033884858999954304, 0.03416695600026287]",630,21.37522355499459,0.033928926277769195,0.03380453300087538,0.03477546499707387,0.03533894165120728,0.03629270617107977,0.0007152406575087531,0.0007152406575087531,tokens/s,29.473375956940224,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: CodeGenForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,16533.712896,,,,,s,[215.46770130000004],1,215.46770130000004,215.46770130000004,215.46770130000004,215.46770130000004,215.46770130000004,215.46770130000004,0.0,0.0,,kWh,0.002510908202311104,0.0013685412775710708,0,0.003879449479882175,,MB,16611.364864,,,,,s,"[2.6561638220009627, 2.6676023680010985, 2.6505216589976044, 2.7127399729979516, 2.65132009700028, 2.6608569559975876, 2.618460985002457, 2.6694120729989663, 2.6409129189996747, 2.6079340489995957]",10,26.53592490099618,2.653592490099618,2.6537419595006213,2.673744862998865,2.693242417998408,2.708840461998043,0.02738361922586497,0.02738361922586497,tokens/s,96.47298933619967,kWh,3.115951541125241e-05,1.6982986682897337e-05,0.0,4.814250209414975e-05,tokens/kWh,5317546.634766808,MB,16612.974592,,,,,s,"[9.956852011000592, 10.244816014997923, 10.170141909002268, 10.23815253200155, 10.201575195998885, 10.190149975001987, 10.229428658996767, 10.265808393000043, 10.300972861998162, 10.159614754997165]",10,101.95751230699534,10.195751230699534,10.215501927497826,10.269324839899856,10.285148850949009,10.29780805978833,0.08967653110694786,0.08967653110694786,tokens/s,6.1790444445433526,kWh,0.00012016876706020664,6.549662649596876e-05,0.0,0.00018566539355617545,tokens/kWh,339320.100495403,,s,"[0.15633480199903715, 0.1513633270005812, 0.1527520089985046, 0.15465401000255952, 0.15311704399937298, 0.15437882200058084, 0.15416745999755221, 0.15085616100259358, 0.15363602999786963, 0.1569798670025193, 0.15599148999899626, 0.15216362399951322, 0.15319062900016434, 0.15242183399823261, 0.151264608000929, 0.15185280700097792, 0.15458765999937896, 0.15349759899982018, 0.1566666239996266, 0.15304128100251546, 0.15726463999817497, 0.15886230600153795, 0.15683529699890641, 0.15865167000083602, 0.15372455100077786, 0.15857054999651155, 0.1610140440025134, 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0.16108322299987776, 0.15788170199812157, 0.159663285001443, 0.15902194299997063, 0.16047200500179315, 0.15914084899850423, 0.16145800600133953, 0.16058477799742832, 0.1664757130020007, 0.16296714800046175, 0.15945102099794894, 0.16236795499935397, 0.16114557100081583, 0.16782871800023713, 0.15931449799973052, 0.1608647210014169, 0.1623172830004478, 0.16476884499934386, 0.1595991399990453, 0.16442696000012802, 0.16736604000107036, 0.16266578100112383, 0.1584103969980788, 0.15916154899969115, 0.16144644800078822, 0.16165348600043217, 0.1689348149993748]",630,101.9520363759948,0.1618286291682457,0.16144451549916994,0.16665387639914114,0.16893040859849862,0.17210125527133643,0.003834259810497187,0.003834259810497187,tokens/s,6.179376326300994,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,29240.451072,,,,,s,[373.09367864199885],1,373.09367864199885,373.09367864199885,373.09367864199885,373.09367864199885,373.09367864199885,373.09367864199885,0.0,0.0,,kWh,0.004375458343845824,0.0023847935955055655,0,0.006760251939351389,,MB,29636.354048,,,,,s,"[1.270881456999632, 1.272920654999325, 1.2789549120006996, 1.2613051579992316, 1.265351466001448, 1.2722692620009184, 1.271122172000105, 1.2758127249999234, 1.2786396219999006, 1.2788682040009007]",10,12.726125633002084,1.2726125633002083,1.2725949585001217,1.2788768748008805,1.27891589340079,1.2789471082807176,0.005585128639876972,0.005585128639876972,tokens/s,201.1609875484231,kWh,1.5269285254721332e-05,8.32217308104992e-06,0.0,2.359145833577125e-05,tokens/kWh,10851385.122378483,MB,29643.722752,,,,,s,"[7.693316570001116, 7.676356096000745, 7.680995635999352, 7.644345979000718, 7.624521433999689, 7.6021085569991556, 7.659517006999522, 7.637269015000129, 7.7007478319992515, 7.675961015998837]",10,76.59513914199852,7.659513914199851,7.6677390114991795,7.694059696200929,7.69740376410009,7.700079018419419,0.030171570471642168,0.030171570471642168,tokens/s,8.225065024453484,kWh,9.08476495532639e-05,4.951550888030106e-05,0.0,0.00014036315843356497,tokens/kWh,448835.7251509014,,s,"[0.12389130400151771, 0.12033711799995217, 0.12129469299907214, 0.12243662500077335, 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8488C,32,66326.188032,Linux,x86_64,Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,13907.329024,,,,,s,[176.27350327399836],1,176.27350327399836,176.27350327399836,176.27350327399836,176.27350327399836,176.27350327399836,176.27350327399836,0.0,0.0,,kWh,0.00205311957448679,0.0011190286537522854,0,0.0031721482282390757,,MB,14096.388096,,,,,s,"[2.6237638749989856, 2.6173410930023238, 2.628072855000937, 2.630348478000087, 2.6162289869971573, 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0.13487332699878607]",630,84.32517342100618,0.13384948162064475,0.13361105249896355,0.1351808468974923,0.13638168809957277,0.13803941412137646,0.0011980247845964475,0.0011980247845964475,tokens/s,7.47107861675694,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: DeciLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: XGLMForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 553, in from_pretrained model_class = get_class_from_dynamic_module( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 540, in get_class_from_dynamic_module final_module = get_cached_module_file( File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 365, in get_cached_module_file modules_needed = check_imports(resolved_module_file) File ""/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py"", line 197, in check_imports raise ImportError( ImportError: This modeling file requires the following packages that were not found in your environment: transformers_stream_generator. Run `pip install transformers_stream_generator` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,14917.746688,,,,,s,[199.53538900399872],1,199.53538900399872,199.53538900399872,199.53538900399872,199.53538900399872,199.53538900399872,199.53538900399872,0.0,0.0,,kWh,0.002323420768559719,0.001266353220656517,0,0.003589773989216236,,MB,15000.285184,,,,,s,"[2.9284733009990305, 2.910993312001665, 2.9289675740001258, 2.922987319998356, 2.914877039998828, 2.926252181001473, 2.914252957998542, 2.9073587670027337, 2.915063250999083, 2.919773866997275]",10,29.18899957099711,2.918899957099711,2.917418558998179,2.92852272829914,2.928745151149633,2.928923089430027,0.007160615585650021,0.007160615585650021,tokens/s,87.70427344634577,kWh,3.4470774953192885e-05,1.8787695215754504e-05,0.0,5.325847016894739e-05,tokens/kWh,4806747.155671438,MB,15001.45664,,,,,s,"[10.530850833998556, 10.427221245998226, 10.426812077999784, 10.490433555998607, 10.62760822799828, 10.412215358999674, 10.27927788800298, 10.316889280999021, 10.32705699500002, 10.469888269002695]",10,104.30825373399784,10.430825373399784,10.427016661999005,10.540526573398528,10.584067400698405,10.618900062538305,0.10044849855780856,0.10044849855780856,tokens/s,6.039790500247443,kWh,0.0001224951433640313,6.676461986217191e-05,0.0,0.00018925976322620326,tokens/kWh,332875.8259340228,,s,"[0.1655703700016602, 0.16206007700020564, 0.16457083599743783, 0.16448475400102325, 0.16948633399806567, 0.16144598300161306, 0.16755868199834367, 0.16664869600208476, 0.16259373399952892, 0.1637513259993284, 0.16500438599905465, 0.16607543100326438, 0.16489468199870316, 0.16846881499805022, 0.1627365970016399, 0.17051971099863295, 0.17451512800107594, 0.16610217999914312, 0.16284415500194882, 0.15607407599964063, 0.1624657450011, 0.1682570239972847, 0.16873322900210042, 0.17241772799752653, 0.16926364700339036, 0.16207075999773224, 0.16005190199939534, 0.16795331600224017, 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0.16752972600079374, 0.1625577009981498, 0.16260956699989038, 0.1664877900002466, 0.164805073000025, 0.17117300500103738, 0.16980113300087396, 0.16271021899956395, 0.16635590999794658, 0.16743195200251648, 0.16900679500031401, 0.1651995789979992, 0.16809243299940135, 0.16094921600233647, 0.16743740499805426, 0.16455281000162358, 0.16821371599871782, 0.16864750400054618, 0.16869421799856354, 0.1643440420011757, 0.16442232999906992, 0.16197138500137953, 0.1616669009999896, 0.16468506499950308, 0.15911389499888173, 0.15921768500265898]",630,104.3043608620028,0.1655624775587346,0.16539036249741912,0.17098429590223532,0.17233835964907485,0.17537664146933823,0.003954497026358602,0.003954497026358602,tokens/s,6.0400159187352225,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,13909.356544,,,,,s,[175.97506795799927],1,175.97506795799927,175.97506795799927,175.97506795799927,175.97506795799927,175.97506795799927,175.97506795799927,0.0,0.0,,kWh,0.002049269518600022,0.0011169302771480538,0,0.0031661997957480757,,MB,14095.7696,,,,,s,"[2.6117137449982692, 2.590971323999838, 2.615350980002404, 2.558815794000111, 2.564233240998874, 2.550550537998788, 2.571214981002413, 2.559295609000401, 2.6402511710002727, 2.5857640450012696]",10,25.84816142800264,2.584816142800264,2.5784895130018413,2.617840999102191,2.6290460850512316,2.6380101538104643,0.028067381988829743,0.028067381988829743,tokens/s,99.0399261909058,kWh,3.0414072590207175e-05,1.657667033789071e-05,0.0,4.699074292809789e-05,tokens/kWh,5447881.519807299,MB,14126.841856,,,,,s,"[8.42986627800201, 8.444054902000062, 8.448989215998154, 8.470512916999724, 8.457552788000612, 8.439261340001394, 8.444333496998297, 8.448334545999387, 8.449069289999898, 8.45807818799949]",10,84.49005296199903,8.449005296199903,8.44866188099877,8.459321660899514,8.464917288949618,8.469393791389702,0.01061125725002273,0.01061125725002273,tokens/s,7.45649905419463,kWh,9.92937119320113e-05,5.411893746210597e-05,0.0,0.00015341264939411727,tokens/kWh,410657.1410428675,,s,"[0.13788510200174642, 0.13488642000083928, 0.13397217899910174, 0.13266368299809983, 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benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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, 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benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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0.036268068997742375, 0.03651254700162099, 0.03657518500040169, 0.036770795999473194, 0.03625870999894687, 0.036160661999019794, 0.03676257300321595, 0.036527063999528764, 0.03695472899926244, 0.0363980639995134, 0.03607296500194934, 0.03677034499924048, 0.03642639399913605, 0.03622254999936558, 0.036534812999889255, 0.036343335999845294, 0.03673276799963787, 0.03670097000212991, 0.03636156900029164]",630,22.85267133301022,0.036274081480968605,0.03619642649937305,0.03668761490225734,0.0369354201007809,0.03825840810070076,0.0005161284417967857,0.0005161284417967857,tokens/s,27.56789308434055,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 557, in from_pretrained cls.register(config.__class__, model_class, exist_ok=True) File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 584, in register raise ValueError( ValueError: The model class you are passing has a `config_class` attribute that is not consistent with the config class you passed (model has and you passed . Fix one of those so they match! ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTNeoForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.45.0,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,18409.385984,,,,,s,[233.31920457500019],1,233.31920457500019,233.31920457500019,233.31920457500019,233.31920457500019,233.31920457500019,233.31920457500019,0.0,0.0,,kWh,0.0027256615434805465,0.0014855902866017356,0,0.004211251830082282,,MB,18498.678784,,,,,s,"[2.9970427850003034, 2.9877209770002082, 2.99520135199964, 2.9711447640002007, 2.982985053000448, 2.9842728519997763, 2.9844633919983607, 2.9897555140014447, 2.978353131999029, 2.9950649090005754]",10,29.866004729999986,2.9866004729999984,2.9860921844992845,2.9953854952997063,2.9962141401500046,2.9968770560302436,0.007718984777776373,0.007718984777776373,tokens/s,85.71618544707842,kWh,3.522303975972313e-05,1.9197750158631386e-05,0.0,5.442078991835451e-05,tokens/kWh,4704084.604138736,MB,18502.98368,,,,,s,"[11.211878956999499, 11.204333091998706, 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0.17710130799969193, 0.17855082799906086, 0.17710027400062245, 0.1773543380004412, 0.1768084800005454, 0.17867402999945625, 0.17644706799910637, 0.17695084499973746, 0.17721837800127105, 0.17836538200026553, 0.17683464499896218, 0.176368189000641, 0.17742453000028036, 0.17777188899890461, 0.17738294800074073, 0.17730767600005493, 0.17682426099963777, 0.17980953299957037, 0.1770847670013609, 0.1800586929985002, 0.18023941600040416, 0.17859737000071618, 0.177357951999511, 0.17674111899941636, 0.17902661100015393, 0.17903941700024006, 0.17855801100085955, 0.1776802399999724]",630,112.1182623890054,0.17796549585556412,0.17774066350102657,0.17960082060089916,0.18042732564890684,0.18328221945990666,0.0014114944385039217,0.0014114944385039217,tokens/s,5.619066747700323,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,29514.190848,,,,,s,[374.7769130830002],1,374.7769130830002,374.7769130830002,374.7769130830002,374.7769130830002,374.7769130830002,374.7769130830002,0.0,0.0,,kWh,0.004394959336883334,0.002395422532117675,0,0.006790381869001009,,MB,29975.453696,,,,,s,"[5.003440276999754, 4.998934093000571, 4.995207645000846, 5.000273016999927, 5.005375331000323, 4.997886522000044, 4.990901703000418, 4.989417305998359, 4.995522498000355, 5.010076585000206]",10,49.9870349770008,4.99870349770008,4.998410307500308,5.005845456400311,5.007961020700259,5.009653472140217,0.006073900466892588,0.006073900466892588,tokens/s,51.21327962696456,kWh,5.327525511388861e-05,2.9036923416400424e-05,0.0,8.231217853028903e-05,tokens/kWh,3110110.855659078,MB,29976.952832,,,,,s,"[16.197208924000734, 16.25812310100082, 16.2297149799997, 16.218097348999436, 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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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: RecurrentGemmaForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,9350.524928,,,,,s,[108.70600304599975],1,108.70600304599975,108.70600304599975,108.70600304599975,108.70600304599975,108.70600304599975,108.70600304599975,0.0,0.0,,kWh,0.0012553416711951287,0.0006842085569171584,0,0.001939550228112287,,MB,9600.475136,,,,,s,"[1.408540214999448, 1.4022290280008747, 1.398539506000816, 1.392338257001029, 1.3930761159990652, 1.3976546869998856, 1.401721684000222, 1.3879683039995143, 1.393142294999052, 1.4073285710001073]",10,13.982538663000014,1.3982538663000015,1.3980970965003507,1.4074497354000415,1.4079949751997447,1.4084311670395073,0.00640431101323145,0.00640431101323145,tokens/s,183.08549410803064,kWh,1.6562397874029355e-05,9.026962386351764e-06,0.0,2.5589360260381123e-05,tokens/kWh,10004157.876363697,MB,9602.412544,,,,,s,"[5.5369345790004445, 5.556402305999654, 5.508935960999224, 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bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: GPTJForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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 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0.0038518730016221525]",2394,9.228707014995962,0.003854931919380101,0.0038076265000199783,0.004035002499585972,0.004182286750619824,0.004687969479819005,0.00025582503763042975,0.00025582503763042975,tokens/s,259.4079534771153,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,1918.619648,,,,,s,[20.49650208499952],1,20.49650208499952,20.49650208499952,20.49650208499952,20.49650208499952,20.49650208499952,20.49650208499952,0.0,0.0,,kWh,0.00021378324194234894,0.00011651886805413709,0,0.000330302109996486,,MB,1928.753152,,,,,s,"[0.22367901299912774, 0.22176692399989406, 0.2212342449984135, 0.2194327670003986, 0.21822418599913362, 0.2198971910002001, 0.22039993499856791, 0.22034269699906872, 0.22224801399897842, 0.22134811300020374]",10,2.2085730849939864,0.22085730849939864,0.2208170899984907,0.22239111389899335,0.22303506344906054,0.2235502230891143,0.0014650918852744663,0.0014650918852744663,tokens/s,1159.1194411422298,kWh,2.6086241075935725e-06,1.421760460116518e-06,0.0,4.030384567710091e-06,tokens/kWh,63517511.96423654,MB,1928.92928,,,,,s,"[1.2601701500007039, 1.253278500000306, 1.271836282001459, 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bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,6122.582016,,,,,s,[75.15217492300053],1,75.15217492300053,75.15217492300053,75.15217492300053,75.15217492300053,75.15217492300053,75.15217492300053,0.0,0.0,,kWh,0.0008588261693194417,0.00046809216937717323,0,0.0013269183386966149,,MB,6379.347968,,,,,s,"[0.9860636169996724, 1.0086029780004537, 0.9980891880004492, 1.0100191130004532, 0.9992653900008008, 1.003170372000568, 1.0000164160001077, 0.9832624720002059, 0.9979595750000954, 1.0085666519998995]",10,9.995015773002706,0.9995015773002706,0.9996409030004543,1.0087445915004536,1.0093818522504534,1.0098916608504533,0.008591102733147895,0.008591102733147895,tokens/s,256.1276598396927,kWh,1.1896364409514795e-05,6.4837999377382965e-06,0.0,1.8380164347253092e-05,tokens/kWh,13928058.2677847,MB,6477.70112,,,,,s,"[4.215638886000306, 4.2326925959996515, 4.169769743999495, 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bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 174, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa-pytorch,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,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,,4.45.1,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/update_llm_perf_cpu_pytorch.py"", line 114, in benchmark_cpu_pytorch benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 564, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3880, in from_pretrained config = cls._autoset_attn_implementation( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1581, in _autoset_attn_implementation config = cls._check_and_enable_sdpa( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 1776, in _check_and_enable_sdpa raise ValueError( ValueError: OPTForCausalLM does not support an attention implementation through torch.nn.functional.scaled_dot_product_attention yet. Please request the support for this architecture: https://github.com/huggingface/transformers/issues/28005. If you believe this error is a bug, please open an issue in Transformers GitHub repository and load your model with the argument `attn_implementation=""eager""` meanwhile. Example: `model = AutoModel.from_pretrained(""openai/whisper-tiny"", attn_implementation=""eager"")` ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deepseek_v2,deepseek-ai/DeepSeek-V2-Lite,deepseek-ai/DeepSeek-V2-Lite,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deepseek_v2,deepseek-ai/DeepSeek-V2-Lite,deepseek-ai/DeepSeek-V2-Lite,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.5.0+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deepseek_v2,deepseek-ai/DeepSeek-V2-Lite,deepseek-ai/DeepSeek-V2-Lite,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,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,96,199386.689536,Linux,x86_64,Linux-5.10.226-214.880.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.45.2,,1.0.1,,,,1.23.2,,,,,,False,True,,MB,33087.295488,,,,,s,[404.8519024950001],1,404.8519024950001,404.8519024950001,404.8519024950001,404.8519024950001,404.8519024950001,404.8519024950001,0,0,,,,,,,,MB,33352.630272,,,,,s,"[2.024245754999356, 2.021692644999348, 2.075282967000021, 2.0731244050002715, 2.0801163930000257, 2.0307784919996266, 2.025548412999342, 2.0261801950000518, 2.073285219999889, 2.0843243690005693]",10,20.5145788539985,2.05145788539985,2.051951448499949,2.0805371906000802,2.0824307798003248,2.0839456511605206,0.02603726215098872,1.2692077344748314,tokens/s,124.78930316919619,kWh,2.3997257340763744e-05,3.9318221485988436e-05,0.0,6.331547882675219e-05,tokens/kWh,4043245.1075744587,MB,33364.697088,,,,,s,"[8.066466353000578, 8.023032128000523, 8.02513027600071, 8.027775124999607, 8.078426717999719, 8.05873550800061, 8.074426549000236, 8.019345370999872, 8.016273785000521, 8.016274742999485]",10,80.40588655600186,8.040588655600185,8.026452700500158,8.074826565900185,8.076626641949952,8.078066702789766,0.024332532990190746,0.3026212884705076,tokens/s,7.835247231074452,kWh,9.531342282298713e-05,0.0001561682938596838,0.0,0.0002514817166826709,tokens/kWh,250515.22962003545,,s,"[0.16324629100017773, 0.11577628299983189, 0.11550270000043383, 0.11484189099974174, 0.1620871810000608, 0.11430721200031257, 0.11422140600006969, 0.11463636699954804, 0.16421428300054686, 0.11432293300003948, 0.11485147399980633, 0.16066415600016626, 0.11460733199965034, 0.11503298099978565, 0.11545195700000477, 0.1605151419998947, 0.11491205299989815, 0.11599283500072488, 0.15983199199945375, 0.11569008000060421, 0.11452178999934404, 0.11576504900040163, 0.16026331699958973, 0.11558495700046478, 0.11417459599942958, 0.15935632400032773, 0.11480845799997041, 0.11624294700050086, 0.11353571099971305, 0.16057769799954258, 0.11500724600045942, 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0.1592131370007337, 0.11543289899964293, 0.11499279599956935, 0.11474256000019523, 0.15984277600000496, 0.11499061999984406, 0.11515004500051873, 0.15959249899970018, 0.11503790700044192, 0.11579190399970685, 0.11739104000025691, 0.1580861399997957, 0.11514121399977739, 0.11496513099973527, 0.11532674900081474, 0.15966560399920127, 0.11410054000043601, 0.11580168199998297, 0.15909204600029625, 0.11503943399929994, 0.11471214500033966, 0.1155435580003541, 0.1599799619998521, 0.11565470999994432, 0.11496905900003185]",630,80.40129601800163,0.12762110479047878,0.11544439350018365,0.16000029130045731,0.16037738349982647,0.16149801565982672,0.019967797241331024,15.646156075919452,tokens/s,7.835694587049253,,, float32-eager,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deepseek_v2,deepseek-ai/DeepSeek-V2-Lite,deepseek-ai/DeepSeek-V2-Lite,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deepseek_v2,deepseek-ai/DeepSeek-V2-Lite,deepseek-ai/DeepSeek-V2-Lite,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.5.0+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deepseek_v2,deepseek-ai/DeepSeek-V2-Lite,deepseek-ai/DeepSeek-V2-Lite,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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,96,199386.689536,Linux,x86_64,Linux-5.10.226-214.880.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.45.2,,1.0.1,,,,1.23.2,,,,,,False,True,,MB,33083.097088,,,,,s,[490.6344139349999],1,490.6344139349999,490.6344139349999,490.6344139349999,490.6344139349999,490.6344139349999,490.6344139349999,0,0,,,,,,,,MB,33340.321792,,,,,s,"[2.168877914999939, 2.1307991080002466, 2.132978150999861, 2.1302183140001034, 2.132242464999763, 2.124391876000118, 2.1334036429998378, 2.178481165999983, 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0.12607273300000088, 0.17059076299983644, 0.1264992159999565, 0.17292412100005095, 0.12877545900028053, 0.17223154399971463, 0.12702661299999818, 0.17139269900008003, 0.12587098099993455, 0.17116266700031701, 0.12711717399997724, 0.16949357099974804, 0.12714246899986392, 0.1711724530000538, 0.12725774900036413, 0.126036971999838, 0.17071676600016872, 0.12750517599988598, 0.17185304999975415, 0.12524109000014505, 0.17009933700001056, 0.12862574400014637, 0.1710910659999172, 0.1273844199999985, 0.1721301049997237, 0.12692112400009137, 0.1721710480001093, 0.12774851599988324, 0.1726961899998969, 0.1262503360003393, 0.1716081969998413, 0.12818968300007327, 0.16964257800009364, 0.12544593199982046, 0.171210837000217, 0.12758079800005362, 0.1722157919998608, 0.1273399699998663, 0.17208603300014147, 0.12699667700007922, 0.17113404999963677, 0.12532666300012352, 0.16862235000007786, 0.12648284999977477, 0.12567084900001646, 0.17167335000021922, 0.12827552399994602, 0.17023555500009024, 0.12655829100003757, 0.17915299900005266, 0.12428222700009428, 0.169173150000006, 0.12589444200011712, 0.12531671699980507, 0.169901536999987, 0.12509922400022333, 0.1694787289998203, 0.1272323769999275, 0.17211368600010246, 0.12639161200013405, 0.1694945449999068, 0.1254714960000456, 0.17113083100002768, 0.1267497909998383, 0.17055995300006543, 0.12625465100018118, 0.16869257199959975, 0.12629825300018638, 0.12633434400004262, 0.17183918299997458, 0.12758364499995878, 0.17055343299989545, 0.12699827799997365, 0.17132773000003, 0.12577858000031483, 0.1691947879999134, 0.12669159500001115, 0.1717829829999573, 0.1274485089998052, 0.16970229200023823, 0.12538636499994027, 0.1718965479999497, 0.1271955759998491, 0.1716263620000973, 0.12677248499994676, 0.1727094739999302, 0.12689007800008767, 0.17235443000026862, 0.1253957249996347, 0.16895222600032866, 0.12704823300009593, 0.17191095099997256, 0.127600073999929, 0.17163681900001393, 0.12714548499980083, 0.12586678300021958, 0.16975886299997, 0.12516595199986114, 0.16948327099999005, 0.12608656000020346, 0.17265408899993417, 0.12772873599988088, 0.16999449400009325, 0.1270008430001326, 0.17159367499971268, 0.12577225499990163, 0.17189873799998168, 0.12746918500033644, 0.1714164529998925, 0.12762608699995326, 0.17107626200004233, 0.12453086499999699, 0.1315963320002993, 0.17163529499975994, 0.12743477499998335, 0.170237907000228, 0.12543898100011575, 0.1683234959996298, 0.12560369400034688, 0.1256337929999063, 0.1702334639999208, 0.12560647500004052, 0.16967346599994926, 0.12645483400001467, 0.1722904500002187, 0.12640423199991346, 0.16902833599988298, 0.1262511159998212, 0.17219551700009106, 0.12742637400015155, 0.17187910699976783, 0.1271950220002509, 0.17103720699969926, 0.12538833700000396, 0.1726738350002961, 0.12711353199983932, 0.1703369320002821, 0.12832010899956003, 0.16982013300003018, 0.1273174820003078, 0.1713184509999337, 0.12789880299988, 0.17177028000014616, 0.1278138160000708, 0.12510105399996974, 0.16972979599995597, 0.12550779499997589, 0.1698118039998917, 0.1270130880002398, 0.17171717299970624, 0.12611165699991034, 0.17034852300002967, 0.12757829700012735, 0.17344107100007022, 0.12833822199991118, 0.17181557899994004, 0.1274074460002339, 0.17064123599993763, 0.12580721499989522, 0.17283901000018886, 0.12678879699979007, 0.170752714000173, 0.12745106900001701, 0.1722530669999287, 0.1277415290001045, 0.17128687199965498, 0.125922802000332, 0.17127659800007677, 0.12887432299976354, 0.17196105899984104, 0.1276470560001144, 0.17088936000027388, 0.12800768999977663, 0.16949200099998052, 0.1258033610001803, 0.17130369400001655, 0.1711657060000107, 0.12793970100028673, 0.17093773599981432, 0.12640478399998756, 0.12703034700007265, 0.170248017999711, 0.12688765300026716, 0.17112523100013277, 0.12642061299993657, 0.16964992699968207, 0.12691783000036594, 0.17205417799959832, 0.1258346860004167, 0.1707951239995964, 0.1250768390000303, 0.17091172800019194, 0.1274860059997991, 0.17213510700003098, 0.1274052430003394, 0.1725883479998629, 0.12768498400009776, 0.17209988099966722, 0.12534508700036895, 0.17198775899987595, 0.12722748799978945, 0.16911981800012654, 0.1276067509998029, 0.1711782970000968, 0.12688689700007671, 0.12505289599994285, 0.1710162350000246, 0.1285402570001679, 0.1706808959997943, 0.1256219609999789, 0.17227434500000527, 0.12712132600017867, 0.16974956100011696, 0.12675386299997626, 0.1715976169998612, 0.12647949499978495, 0.16957730300009644, 0.12603844800014485, 0.1715757140000278, 0.12715619699974923, 0.1712323589999869, 0.12722567200034973, 0.17189497099980144, 0.1262649280001824, 0.17161002700004246, 0.12709233499981565, 0.17170544900000095, 0.12715852600013022, 0.1700268969998433, 0.12683182699993267, 0.12508151300016834, 0.17294641299986324, 0.127344697999888, 0.1706884740001442, 0.12639811799999734, 0.17242498299992803, 0.12602880900021773, 0.1711926160000985]",630,93.34518088800087,0.14816695379047756,0.12873430900026506,0.17203009750028286,0.17234565530015972,0.1734451329100557,0.022232972851375224,15.00535192402943,tokens/s,6.749143276672186,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-6B-nl,Salesforce/codegen-6B-nl,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-7.5B,facebook/xglm-7.5B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,phi,microsoft/phi-1_5,microsoft/phi-1_5,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-110B,Qwen/Qwen1.5-110B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-410m,EleutherAI/pythia-410m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-7b,tiiuae/falcon-7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-350m,facebook/opt-350m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-34B,01-ai/Yi-34B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 57, in launch raise RuntimeError(f""Isolated process exited with non-zero code {isolated_process.exitcode}"") RuntimeError: Isolated process exited with non-zero code -9 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-7B,Qwen/Qwen1.5-7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-564M,facebook/xglm-564M,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,Deci/DeciCoder-1b,Deci/DeciCoder-1b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 66, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 104, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 182, in run_model_loading_tracking backend.load() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 71, in load self.load_transformers_model() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 151, in load_transformers_model self.load_transformers_model_with_no_weights() File ""/workspace/optimum_benchmark/backends/pytorch/backend.py"", line 126, in load_transformers_model_with_no_weights self.pretrained_model = self.automodel_loader.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py"", line 559, in from_pretrained return model_class.from_pretrained( File ""/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py"", line 3832, in from_pretrained model = cls(config, *model_args, **model_kwargs) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 248, in __init__ self.model = DeciCoderModel(config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in __init__ self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 215, in self.layers = nn.ModuleList([DeciCoderDecoderLayer(config) for _ in range(config.num_hidden_layers)]) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 181, in __init__ self.self_attn = DeciCoderAttention(config=config) File ""/root/.cache/huggingface/modules/transformers_modules/Deci/DeciCoder-1b/d045c14763eab7225fe79a6bc309890fda7b1483/modeling_decicoder.py"", line 54, in __init__ self._init_rope() File ""/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py"", line 1729, in __getattr__ raise AttributeError(f""'{type(self).__name__}' object has no attribute '{name}'"") AttributeError: 'DeciCoderAttention' object has no attribute '_init_rope' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-rw-1b,tiiuae/falcon-rw-1b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-66b,facebook/opt-66b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-40b,tiiuae/falcon-40b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,microsoft/rho-math-1b-v0.1,microsoft/rho-math-1b-v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-6.7b,facebook/opt-6.7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-72B,Qwen/Qwen2-beta-72B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,codegen,Salesforce/codegen-16B-nl,Salesforce/codegen-16B-nl,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-3b-4e1t,stabilityai/stablelm-3b-4e1t,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-125m,EleutherAI/gpt-neo-125m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,801.447936,,,,,s,[8.280439955000475],1,8.280439955000475,8.280439955000475,8.280439955000475,8.280439955000475,8.280439955000475,8.280439955000475,0.0,0.0,,kWh,6.964272217152005e-05,3.7956661492910964e-05,0,0.000107599383664431,,MB,837.623808,,,,,s,"[0.06645562300036545, 0.06567710800027271, 0.0672267740001189, 0.06556609200015373, 0.06609353900057613, 0.06533214199953363, 0.06489529400005267, 0.06564220400014165, 0.06466310899941163, 0.0643917480001619, 0.06548750100046163, 0.0654036609994364, 0.0652140860001964, 0.06705691100069089, 0.06458677299997362]",15,0.9836925650015473,0.06557950433343648,0.06548750100046163,0.06681639580056072,0.06710786990051928,0.06720299318019897,0.0008115824031913839,0.0008115824031913839,tokens/s,3903.6586598516783,kWh,7.809217710389378e-07,4.25621479099529e-07,0.0,1.2065432501384668e-06,tokens/kWh,212176397.29916075,MB,848.769024,,,,,s,"[0.6423901660000411, 0.6446904169997651, 0.6510191150000537, 0.6485231560000102, 0.6464022529999056, 0.6440027990001909, 0.6420383540007606, 0.6381512239995573, 0.6489568880006118, 0.6378437610001129, 0.6405212299996492, 0.641110049999952, 0.6452691139993476, 0.6554903039996134, 0.6487967789998947]",15,9.675205609999466,0.6450137073332978,0.6446904169997651,0.650194224200277,0.6523604716999216,0.654864337539675,0.004766400986869634,0.004766400986869634,tokens/s,97.6723429033207,kWh,7.4645034422480805e-06,4.06834472189474e-06,0.0,1.1532848164142817e-05,tokens/kWh,5462657.54160152,,s,"[0.011640025999440695, 0.010405158000139636, 0.010446139000123367, 0.010129358999620308, 0.010232140000880463, 0.010385423999650811, 0.010273539999616332, 0.010008357000515389, 0.01025467299950833, 0.009759343000041554, 0.01019060199996602, 0.010218217999863555, 0.010077657000692852, 0.010215222999249818, 0.010047233000477718, 0.010592915000415815, 0.010133066999514995, 0.009980912000173703, 0.010075477000100364, 0.010060640000119747, 0.010276278999299393, 0.010548177000600845, 0.010246232000099553, 0.009903919999487698, 0.010118189999957394, 0.009884640000564104, 0.01002085599975544, 0.009978596000109974, 0.010419448999527958, 0.010311968000678462, 0.010318451999410172, 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0.010448478000398609, 0.010360716999457509, 0.010424730000522686, 0.010297297999386501, 0.01046049700016738, 0.010514288000194938, 0.010077386999910232, 0.010394705000180693, 0.01008681900020747, 0.010632763000103296, 0.010449071000039112, 0.01054127499992319, 0.01020114199945965, 0.01054671700057952, 0.010223096999652626, 0.010971499000334006, 0.010111152999343176, 0.010219022999990557, 0.010052695000013046, 0.010151851000046008, 0.010095867000018188, 0.01034705500023847, 0.010096445999806747, 0.010263942000165116, 0.010059674000331142, 0.010153356999580865, 0.01043009000022721, 0.010087689000101818, 0.010261032000016712, 0.010034666000137804, 0.010121917999640573, 0.010053056000288052, 0.010160809999433695, 0.010508538000067347, 0.010418958000627754, 0.010386136999841256, 0.010334116999729304, 0.010666443000445724, 0.010644796999258688, 0.010179505000451172, 0.01050987999951758, 0.010168057000555564, 0.010204512000200339, 0.009941502999936347, 0.010272411999721953, 0.010000874000070326, 0.010056756999802019, 0.01024760000018432, 0.01045026300016616, 0.01016776199958258, 0.010340132999772322, 0.010329427000215219]",945,9.66727195799831,0.010229917415871226,0.010191139000198746,0.010531404799985466,0.010678084399478392,0.01156241079981555,0.0003072463624459287,0.0003072463624459287,tokens/s,97.75249978543795,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-6.7b,EleutherAI/pythia-6.7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-14B,Qwen/Qwen-14B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-30b,huggyllama/llama-30b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-1.3B,EleutherAI/gpt-neo-1.3B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,3374.133248,,,,,s,[48.52415884099992],1,48.52415884099992,48.52415884099992,48.52415884099992,48.52415884099992,48.52415884099992,48.52415884099992,0.0,0.0,,kWh,0.0005440417702041638,0.0002965225768040043,0,0.0008405643470081681,,MB,3387.817984,,,,,s,"[0.4223951060002946, 0.4251252080002814, 0.41795704800006206, 0.4216418510004587, 0.4183865790000709, 0.42819144599980064, 0.422375925999404, 0.4224392770001941, 0.41979118599920184, 0.42988027699993836]",10,4.228183903999707,0.42281839039997066,0.4223855159998493,0.4283603290998144,0.42912030304987636,0.429728282209926,0.0037202400638333484,0.0037202400638333484,tokens/s,605.4608924598417,kWh,5.009381157639161e-06,2.730236546575863e-06,0.0,7.739617704215023e-06,tokens/kWh,33076569.1257052,MB,3417.16992,,,,,s,"[2.7129534780005997, 2.718022631000167, 2.747414295999988, 2.7293307119998644, 2.7187032159999944, 2.7088300240002354, 2.7031321760005085, 2.7178856479995375, 2.7130866719999176, 2.717660983999849]",10,27.187019837000662,2.718701983700066,2.7177733159996933,2.731139070399877,2.7392766831999324,2.745786773439977,0.011593230318696017,0.011593230318696017,tokens/s,23.172823052219584,kWh,3.216374685937371e-05,1.7530384722318927e-05,0.0,4.969413158169264e-05,tokens/kWh,1267755.3263293016,,s,"[0.04373867899994366, 0.04213981400062039, 0.0424512039999172, 0.04302128800009086, 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0.04315079799926025, 0.0431260730001668, 0.04328165000060835, 0.04282158099977096, 0.04285083000013401, 0.042907844000183104, 0.04270622999956686, 0.042390923000311886, 0.04273369099973934, 0.0430119630000263, 0.04258330399989063, 0.042639248999876145, 0.043099932000586705, 0.0426873139995223, 0.043307840000125, 0.04268414600028336, 0.04328455099948769, 0.04332710600010614, 0.04310075600005803]",630,27.181043959999442,0.04314451422222134,0.043015268499857484,0.04393190259997937,0.04446926274963516,0.045153941589733224,0.0006571217987850977,0.0006571217987850977,tokens/s,23.177917703496952,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-8B,meta-llama/Meta-Llama-3-8B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm2,internlm/internlm2-20b,internlm/internlm2-20b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,falcon,tiiuae/falcon-180B,tiiuae/falcon-180B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-72B,Qwen/Qwen1.5-72B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2_moe,Qwen/Qwen1.5-MoE-A2.7B,Qwen/Qwen1.5-MoE-A2.7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-7b,stabilityai/stablelm-base-alpha-7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-7b,huggyllama/llama-7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-7B,Qwen/Qwen-7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x7B-v0.1,mistralai/Mixtral-8x7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,stabilityai/stablelm-base-alpha-3b,stabilityai/stablelm-base-alpha-3b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,deci,Deci/DeciLM-7B,Deci/DeciLM-7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,14660.554752,,,,,s,[222.07680873200025],1,222.07680873200025,222.07680873200025,222.07680873200025,222.07680873200025,222.07680873200025,222.07680873200025,0.0,0.0,,kWh,0.0025936303943875066,0.0014136281512258627,0,0.004007258545613369,,MB,14733.303808,,,,,s,"[1.935478528999738, 1.9390395450000142, 1.9360120649998862, 1.9374281279997376, 1.9422778250000192, 1.9359083770004872, 1.9344820950000212, 1.9442291949999344, 1.937527406999834, 1.9407458149999002]",10,19.383128980999572,1.9383128980999573,1.9374777674997858,1.9424729620000107,1.9433510784999726,1.944053571699942,0.0030389864157059987,0.0030389864157059987,tokens/s,132.0736194094078,kWh,2.2986987159722062e-05,1.2528618738289363e-05,0.0,3.5515605898011425e-05,tokens/kWh,7208098.905454231,MB,14735.228928,,,,,s,"[11.52891808000004, 11.588067486999535, 11.5967787339996, 11.492907852999451, 11.510867246999624, 11.505412262999926, 11.467843028999596, 11.511505400000715, 11.42365108499962, 11.481576199000301]",10,115.1075273769984,11.51075273769984,11.508139754999775,11.588938611699541,11.59285867284957,11.595994721769593,0.049330288633626596,0.049330288633626596,tokens/s,5.47314336738929,kWh,0.0001353966041084717,7.379641488369864e-05,0.0,0.00020919301899217035,tokens/kWh,301157.2771573126,,s,"[0.18477191200054222, 0.1850217450000855, 0.17959509100001014, 0.18196207099936146, 0.18009296400032326, 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0.18094233500050905]",630,115.10321489199941,0.18270351570158638,0.18227701900013926,0.18553360100022473,0.18715564885037567,0.19066136671024653,0.0023462242327001418,0.0023462242327001418,tokens/s,5.473348425507704,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,xglm,facebook/xglm-4.5B,facebook/xglm-4.5B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-30b,facebook/opt-30b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-13b,facebook/opt-13b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen,Qwen/Qwen-72B,Qwen/Qwen-72B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-125m,facebook/opt-125m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,mistralai/Mistral-7B-v0.1,mistralai/Mistral-7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-12b,stabilityai/stablelm-2-12b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-3B-v1,togethercomputer/RedPajama-INCITE-Base-3B-v1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-7b-hf,meta-llama/Llama-2-7b-hf,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,dbrx,databricks/dbrx-base,databricks/dbrx-base,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-7b,google/gemma-7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-14B,Qwen/Qwen1.5-14B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-1.8B,Qwen/Qwen1.5-1.8B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mixtral,mistralai/Mixtral-8x22B-v0.1,mistralai/Mixtral-8x22B-v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-12b,EleutherAI/pythia-12b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-160m,EleutherAI/pythia-160m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.3b,EleutherAI/pythia-1.3b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-32B,Qwen/Qwen1.5-32B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,internlm,internlm/internlm-20b,internlm/internlm-20b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neo,EleutherAI/gpt-neo-2.7B,EleutherAI/gpt-neo-2.7B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,6131.17952,,,,,s,[90.94220510099967],1,90.94220510099967,90.94220510099967,90.94220510099967,90.94220510099967,90.94220510099967,90.94220510099967,0.0,0.0,,kWh,0.001044945404832644,0.0005695345643959361,0,0.00161447996922858,,MB,6146.12992,,,,,s,"[0.7990492420003648, 0.8029901930003689, 0.7970505909997883, 0.7999913140001809, 0.7981920229995012, 0.801508155999727, 0.8009863239994957, 0.7993094719995497, 0.8073595710002337, 0.7992263429996456]",10,8.005663228998856,0.8005663228998856,0.7996503929998653,0.8034271308003553,0.8053933509002945,0.8069663269802458,0.002776542406447468,0.002776542406447468,tokens/s,319.7736310874195,kWh,9.432986703259119e-06,5.141208690774235e-06,0.0,1.4574195394033354e-05,tokens/kWh,17565292.153610475,MB,6187.13088,,,,,s,"[5.32806142499976, 5.343891368999721, 5.3525527359997795, 5.313519727000312, 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float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,mistral,TencentARC/Mistral_Pro_8B_v0.1,TencentARC/Mistral_Pro_8B_v0.1,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-2b,google/recurrentgemma-2b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-65b,huggyllama/llama-65b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen2-beta-14B,Qwen/Qwen2-beta-14B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,recurrent_gemma,google/recurrentgemma-9b,google/recurrentgemma-9b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-4B,Qwen/Qwen1.5-4B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/gpt-neox-20b,EleutherAI/gpt-neox-20b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-13b-hf,meta-llama/Llama-2-13b-hf,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Meta-Llama-3-70B,meta-llama/Meta-Llama-3-70B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2-large,openai-community/gpt2-large,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gptj,EleutherAI/gpt-j-6b,EleutherAI/gpt-j-6b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,,MB,12674.207744,,,,,s,[193.37750007500017],1,193.37750007500017,193.37750007500017,193.37750007500017,193.37750007500017,193.37750007500017,193.37750007500017,0.0,0.0,,kWh,0.0022503238215826403,0.0012265124862151815,0,0.0034768363077978216,,MB,12900.216832,,,,,s,"[1.4684166449997065, 1.4831000189997212, 1.4732282940003643, 1.4708229740008392, 1.47476369099968, 1.4712972569996055, 1.4809004420003475, 1.470524123999894, 1.4788717020001059, 1.470458707999569]",10,14.742383855999833,1.4742383855999832,1.4722627754999849,1.4811203997002849,1.4821102093500031,1.4829020570697775,0.004774568390007752,0.004774568390007752,tokens/s,173.64898546975056,kWh,1.7386221588055263e-05,9.475995748896481e-06,0.0,2.6862217336951748e-05,tokens/kWh,9530114.241457112,MB,13047.476224,,,,,s,"[10.371214282000437, 10.310478694000267, 10.38706656100021, 10.45407993399931, 10.411252183000215, 10.429918091999753, 10.353754097000092, 10.471963728000446, 10.548932943999716, 10.50044784200054]",10,104.23910835700099,10.423910835700099,10.420585137499984,10.505296352200457,10.527114648100087,10.54456928481979,0.06843045416316572,0.06843045416316572,tokens/s,6.043796900510301,kWh,0.00012361345291430636,6.737413818437991e-05,0.0,0.00019098759109868627,tokens/kWh,329864.36258807476,,s,"[0.16864176200033398, 0.16185668599973724, 0.16092121800011228, 0.1605952210002215, 0.16242488300031255, 0.16498162700008834, 0.1649290209998071, 0.16406859400012763, 0.1641789109999081, 0.16139383500012627, 0.16049178699995537, 0.1624757679992399, 0.16337306600053125, 0.16337901099996088, 0.1624971569999616, 0.16737737000039488, 0.1632824639991668, 0.16557147300045472, 0.16111203800028306, 0.16304924499945628, 0.16229065200059267, 0.1644002739994903, 0.16533065400017222, 0.16452601400033018, 0.16335709099985252, 0.1687872590000552, 0.171178353999494, 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float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/polyglot-ko-12.8b,EleutherAI/polyglot-ko-12.8b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,01-ai/Yi-6B,01-ai/Yi-6B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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 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0.1557992780000177, 0.15671216900000218, 0.15710167400004593, 0.1545627229999127, 0.15429882900002667, 0.15672535999999582, 0.15497831100003623, 0.1562715320000052, 0.15779553400000168, 0.15651887900003203, 0.1553264990000116, 0.1567250249999006, 0.15587391899998693, 0.15643524600000092, 0.15600930600010088, 0.15758668399996623, 0.15572653200001696, 0.15776206599991838, 0.155541554000024, 0.15569531100004497, 0.1565271560000383, 0.15605259099993418, 0.15468098200005898, 0.15608571199993548, 0.15662594900004478, 0.1564954419999367, 0.16185626100002537, 0.1600795269999935, 0.1592389129999674, 0.1581007500000169, 0.1582670139999891, 0.16012856800000463, 0.1558242760000894, 0.15665336600000046, 0.1593515639999623, 0.1581476000000066, 0.1563229590000219, 0.15677424699993026, 0.15647156400007134, 0.15552521799997976, 0.15603485299993736, 0.1561366519999865, 0.15615558199999668, 0.15834317800010922, 0.1575732029999699, 0.15696065899999212, 0.15629218300000502, 0.15574284900003477, 0.1544282930000236, 0.15370212400000582, 0.1549146859999837, 0.15473274199996467, 0.15680004700004702, 0.15583111699993424, 0.15716266700007964, 0.1562583159999349, 0.15725224700008766, 0.15399758199998814, 0.15689007200001015, 0.15550843799996983, 0.15732190899996112, 0.1551410140000371, 0.15428362299996934, 0.15673648500001036, 0.15454451799996605, 0.15476414800002658, 0.15505070200003956, 0.15425500200001352, 0.15647261899994191, 0.1552209789999779, 0.15604332899999918, 0.1542490670000234, 0.15677432899997257, 0.15880454900002405, 0.15619352999999592, 0.15527629400003207, 0.1584063770000057, 0.15432486500003506, 0.15467068299994935, 0.15773127099998874, 0.15844964600000822, 0.158275107999998, 0.15892233299996406, 0.15740802300001633, 0.15986382100004448, 0.15652364200002467, 0.15595904999997856, 0.15529532899995502, 0.15664792100005798, 0.15363583599992126, 0.15897057699999095, 0.15959529600002043, 0.1578764770000589, 0.15516591699997662, 0.15433930100005, 0.1550886749998881, 0.15770502600003056, 0.15690754399997786, 0.15608361800002513, 0.1555650280000691, 0.16054154799996923, 0.16064389899997877, 0.15840186100001574, 0.15973950099999001, 0.15716284200004793, 0.15577617899998586, 0.1541334129999541, 0.15707736299998487, 0.1553882440000507, 0.15576111600000786, 0.1556850319999512, 0.15608884600010242, 0.1604512239999849, 0.15807945599999584, 0.1561934559999827, 0.16141464299994368, 0.1597195990000273, 0.15565167900001597, 0.15579367899999852, 0.15729029099998115, 0.15744545699999435, 0.15849832800006425, 0.15788286899999093, 0.15789799699996365, 0.15716666399998758, 0.15520234999996774, 0.15461142500009828, 0.1550083029999314, 0.1567174960000557, 0.1559270899999774, 0.1559786450000047, 0.15807995099999061, 0.15876678099994024, 0.15581388500004323, 0.15635768699996788, 0.15774894000003314, 0.15520245799996246, 0.15837303900002553, 0.1544021500000099, 0.1574184639999885, 0.15610928500007049, 0.15559760999997252, 0.1572747199999185, 0.15898407400004544, 0.15989794200004326, 0.15714702699995087, 0.15822219100004986, 0.15622508100000232, 0.15637849099994128, 0.1563226000000668, 0.15713071099992248, 0.15758232200005295, 0.1552503660000184, 0.1595231279999325, 0.15893281299997852, 0.1577215330000854, 0.1561705209999218, 0.15549456799999462, 0.1557151540000632, 0.15705435400002443, 0.15785282799993183, 0.15652704299998277, 0.1581023969999933, 0.15899558700004945, 0.15520373599997583, 0.15579296999999315, 0.15767634100006944, 0.15588469099998292, 0.15552128299998458, 0.1581359419999444]",630,98.71782610300022,0.1566949620682543,0.1564151554999853,0.15889834619998738,0.1598193658499781,0.16257854827998588,0.001987997599055023,0.001987997599055023,tokens/s,6.3818261085153,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gemma,google/gemma-2b,google/gemma-2b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-70m,EleutherAI/pythia-70m,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt2,openai-community/gpt2,openai-community/gpt2,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,qwen2,Qwen/Qwen1.5-0.5B,Qwen/Qwen1.5-0.5B,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-1.4b,EleutherAI/pythia-1.4b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,huggyllama/llama-13b,huggyllama/llama-13b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llama,meta-llama/Llama-2-70b-hf,meta-llama/Llama-2-70b-hf,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,gpt_neox,EleutherAI/pythia-2.7b,EleutherAI/pythia-2.7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,stablelm,stabilityai/stablelm-2-1_6b,stabilityai/stablelm-2-1_6b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.4.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,opt,facebook/opt-2.7b,facebook/opt-2.7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,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-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.4.0,,4.44.2,,0.34.2,,,,1.22.0,,,,,,False,True,"Traceback (most recent call last): File ""/workspace/llm_perf/common/benchmark_runner.py"", line 106, in execute_and_log_benchmark benchmark_report = Benchmark.launch(benchmark_config) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 47, in launch report = launcher.launch(worker=cls.run, worker_args=[config]) File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 67, in launch raise ChildProcessError(response[""traceback""]) ChildProcessError: Traceback (most recent call last): File ""/workspace/optimum_benchmark/launchers/process/launcher.py"", line 103, in target report = worker(*worker_args) File ""/workspace/optimum_benchmark/benchmark/base.py"", line 68, in run report = scenario.run(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 89, in run self.run_model_loading_tracking(backend) File ""/workspace/optimum_benchmark/scenarios/inference/scenario.py"", line 178, in run_model_loading_tracking context_stack.enter_context(energy_tracker.track()) File ""/usr/lib/python3.10/contextlib.py"", line 492, in enter_context result = _cm_type.__enter__(cm) File ""/usr/lib/python3.10/contextlib.py"", line 135, in __enter__ return next(self.gen) File ""/workspace/optimum_benchmark/trackers/energy.py"", line 173, in track self.emission_tracker.start_task() File ""/usr/local/lib/python3.10/dist-packages/codecarbon/emissions_tracker.py"", line 547, in start_task if self._scheduler: AttributeError: 'EmissionsTracker' object has no attribute '_scheduler' ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llava,liuhaotian/llava-v1.5-7b,liuhaotian/llava-v1.5-7b,cpu,,42,,,True,True,,float16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-eager,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llava,liuhaotian/llava-v1.5-7b,liuhaotian/llava-v1.5-7b,cpu,,42,,,True,True,,bfloat16,True,False,,eager,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-eager,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llava,liuhaotian/llava-v1.5-7b,liuhaotian/llava-v1.5-7b,cpu,,42,,,True,True,,float32,True,False,,eager,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float16-eager,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llava,liuhaotian/llava-v1.5-7b,liuhaotian/llava-v1.5-7b,cpu,,42,,,True,True,,float16,True,False,,eager,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, bfloat16-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llava,liuhaotian/llava-v1.5-7b,liuhaotian/llava-v1.5-7b,cpu,,42,,,True,True,,bfloat16,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, float32-sdpa,pytorch,2.5.1+cpu,optimum_benchmark.backends.pytorch.backend.PyTorchBackend,text-generation,transformers,llava,liuhaotian/llava-v1.5-7b,liuhaotian/llava-v1.5-7b,cpu,,42,,,True,True,,float32,True,False,,sdpa,,False,,False,forward,,False,,inference,optimum_benchmark.scenarios.inference.scenario.InferenceScenario,10,10,10,1,,256,,True,True,True,64,64,process,optimum_benchmark.launchers.process.launcher.ProcessLauncher,False,,False,spawn, Intel(R) Xeon(R) Platinum 8488C,96,199386.677248,Linux,x86_64,Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.35,x86_64,3.10.12,0.5.0.dev0,,4.47.0,,1.2.0,,,,1.23.3,,,,,,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 -11 ",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,