{ "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", "library": "transformers", "model": "FacebookAI/roberta-base", "processor": "FacebookAI/roberta-base", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "model_kwargs": {}, "processor_kwargs": {}, "hub_kwargs": {}, "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": 16757.3504, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.2.1", "optimum_benchmark_commit": "1ba65d84c92c93ea19ab2d2293c92bced987bae2", "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": "1.0.3", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "forward": { "memory": { "unit": "MB", "max_ram": 937.050112, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 27, "total": 1.012489849000076, "mean": 0.03749962403703985, "stdev": 0.0008102174966712957, "p50": 0.037636799999972936, "p90": 0.0383750286000236, "p95": 0.03867013099997507, "p99": 0.03891177891996449, "values": [ 0.03896892899996374, 0.0378362619999848, 0.037936969999975645, 0.038749120999966635, 0.0350502069999834, 0.037028268000028675, 0.038301167000042824, 0.0381366820000153, 0.037642340999980206, 0.03827270499999713, 0.037636799999972936, 0.037244571000030646, 0.03848582099999476, 0.03795935100004044, 0.03726677199995265, 0.03694746799999393, 0.03677579800000785, 0.03673992200003795, 0.037669140000048174, 0.036535260999983166, 0.036999806000039825, 0.037403808000021854, 0.03685807200002955, 0.03736737899998843, 0.036614417999999205, 0.037822345999984464, 0.0382404640000118 ] }, "throughput": { "unit": "samples/s", "value": 26.6669340207854 }, "energy": { "unit": "kWh", "cpu": 1.2475512921810152e-06, "ram": 5.2137148990105686e-08, "gpu": 0.0, "total": 1.299688441171121e-06 }, "efficiency": { "unit": "samples/kWh", "value": 769415.1677604533 } } } }