{ "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", "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": "d35829e539df8480b726c647eeabf91e41eae047", "transformers_version": "4.40.2", "transformers_commit": null, "accelerate_version": "0.30.0", "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": 942.436352, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 22, "total": 1.0072202059999427, "mean": 0.04578273663636103, "stdev": 0.0008903932466271372, "p50": 0.04578235799999675, "p90": 0.04661739459999126, "p95": 0.04693155195000145, "p99": 0.047726396840027975, "values": [ 0.04793333000003486, 0.04568481100000099, 0.045879904999992505, 0.044394566999983454, 0.04694793400000208, 0.045520935000013196, 0.04500117700001738, 0.04621257399998058, 0.04394843599999376, 0.046591309000007186, 0.04662029299998949, 0.04530858900000112, 0.0460897450000175, 0.046404492000021946, 0.04599424700001009, 0.04622618899998088, 0.046380016000000523, 0.045587168999986716, 0.04436900899997909, 0.04561797599995998, 0.04522837999996909, 0.045279123000000254 ] }, "throughput": { "unit": "samples/s", "value": 21.842294136820815 }, "energy": { "unit": "kWh", "cpu": 1.5607952541775172e-06, "ram": 6.522521437343206e-08, "gpu": 0.0, "total": 1.6260204685509495e-06 }, "efficiency": { "unit": "samples/kWh", "value": 614998.4082864367 } } } }