{ "config": { "name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.3.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "multiple-choice", "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": 16757.354496, "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": "0.2.0", "optimum_benchmark_commit": "420ddf2d65dc94a93273eacd14ac0bd4f4b6cef7", "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": 940.179456, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 22, "total": 1.0144819989999405, "mean": 0.04611281813636093, "stdev": 0.0009586352569444216, "p50": 0.046275483500011205, "p90": 0.04722508529995366, "p95": 0.04726024794998977, "p99": 0.0474727137000076, "values": [ 0.04752883200001179, 0.047140163999984, 0.04723452099995029, 0.04518484900000885, 0.04692831799997066, 0.0465722419999679, 0.046208533000026364, 0.046641242000021066, 0.04411871500002462, 0.046780882000007296, 0.04584449099996846, 0.04607879000002413, 0.045994862999975794, 0.047261601999991854, 0.04485949000002165, 0.04645286900000656, 0.04634243399999605, 0.046780882000007296, 0.044980866999992486, 0.04597142899996243, 0.04551136899999619, 0.04406461500002479 ] }, "throughput": { "unit": "samples/s", "value": 21.68594417809999 }, "energy": { "unit": "kWh", "cpu": 1.524784065719344e-06, "ram": 6.372336724624006e-08, "gpu": 0.0, "total": 1.5885074329655839e-06 }, "efficiency": { "unit": "samples/kWh", "value": 629521.7631642431 } } } }