{ "config": { "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.3.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "text-classification", "model": "FacebookAI/roberta-base", "library": "transformers", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "hub_kwargs": { "revision": "main", "force_download": false, "local_files_only": false, "trust_remote_code": false }, "no_weights": true, "device_map": null, "torch_dtype": null, "eval_mode": true, "to_bettertransformer": false, "low_cpu_mem_usage": null, "attn_implementation": null, "cache_implementation": null, "autocast_enabled": false, "autocast_dtype": null, "torch_compile": false, "torch_compile_target": "forward", "torch_compile_config": {}, "quantization_scheme": null, "quantization_config": {}, "deepspeed_inference": false, "deepspeed_inference_config": {}, "peft_type": null, "peft_config": {} }, "scenario": { "name": "inference", "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario", "iterations": 1, "duration": 1, "warmup_runs": 1, "input_shapes": { "batch_size": 1, "num_choices": 2, "sequence_length": 2 }, "new_tokens": null, "latency": true, "memory": true, "energy": true, "forward_kwargs": {}, "generate_kwargs": { "max_new_tokens": 2, "min_new_tokens": 2 }, "call_kwargs": { "num_inference_steps": 2 } }, "launcher": { "name": "process", "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", "device_isolation": false, "device_isolation_action": "error", "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 4, "cpu_ram_mb": 16757.346304, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.2.0", "optimum_benchmark_commit": "20967d442ecbde73b309c993163c266eac5ccef4", "transformers_version": "4.40.2", "transformers_commit": null, "accelerate_version": "0.30.1", "accelerate_commit": null, "diffusers_version": "0.27.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "0.9.16", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "forward": { "memory": { "unit": "MB", "max_ram": 939.29472, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 33, "total": 1.012392686999931, "mean": 0.03067856627272518, "stdev": 0.00026836118750447755, "p50": 0.030664161000004242, "p90": 0.030970338600013747, "p95": 0.03115793939998639, "p99": 0.031353485119984724, "values": [ 0.03090960899999118, 0.030685661000006803, 0.030865768000012395, 0.03092520899997453, 0.030469896999989032, 0.030420794999997725, 0.030819160000021384, 0.030832895999992616, 0.030528617000015856, 0.03062238199999001, 0.03128507100001343, 0.03138567999997122, 0.03028177499999174, 0.030441924999990988, 0.03063069799998175, 0.03098162100002355, 0.030727678999994623, 0.030743228999995154, 0.031073184999968362, 0.03060062200000857, 0.030664161000004242, 0.030665442999975312, 0.030313345000024583, 0.030358819000014137, 0.030813851000004888, 0.030789545000004637, 0.030437928000026204, 0.03046308500000805, 0.030464998000013566, 0.030275873999983105, 0.030478983999955744, 0.030920839999964755, 0.030514335000020765 ] }, "throughput": { "unit": "samples/s", "value": 32.59604738729434 }, "energy": { "unit": "kWh", "cpu": 1.1620449084861606e-06, "ram": 4.856383479275682e-08, "gpu": 0.0, "total": 1.2106087432789175e-06 }, "efficiency": { "unit": "samples/kWh", "value": 826030.7102123791 } } } }