{ "config": { "name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.4.1+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "multiple-choice", "library": "transformers", "model_type": "roberta", "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": {}, "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, "memory": true, "latency": 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": null, "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 4, "cpu_ram_mb": 16766.7712, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.15", "optimum_benchmark_version": "0.5.0", "optimum_benchmark_commit": "c1918e1b0948d4915a69908fd778b3f53a5aa600", "transformers_version": "4.45.1", "transformers_commit": null, "accelerate_version": "0.34.2", "accelerate_commit": null, "diffusers_version": "0.30.3", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.9", "timm_commit": null, "peft_version": null, "peft_commit": null }, "print_report": true, "log_report": true }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 949.444608, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 1.2448114939999755 ], "count": 1, "total": 1.2448114939999755, "mean": 1.2448114939999755, "p50": 1.2448114939999755, "p90": 1.2448114939999755, "p95": 1.2448114939999755, "p99": 1.2448114939999755, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 960.978944, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.04675865999996631, 0.0460731160000023, 0.04716014400003132, 0.04689999700002545, 0.048961000999952375, 0.04683846100004985, 0.046676837999996224, 0.04685680500000444, 0.049351263000005474, 0.046964806999994835, 0.046296584000003804, 0.04721702000000505, 0.04626634800001739, 0.04746020599998246, 0.04925340799997002, 0.04978536599998051, 0.047687994000000344, 0.04571680800000877, 0.04380170700000008, 0.04163597399997343, 0.04413249500004213, 0.042137774999957855 ], "count": 22, "total": 1.0239327769999704, "mean": 0.04654239895454411, "p50": 0.046847633000027145, "p90": 0.04922416729996826, "p95": 0.0493463702500037, "p99": 0.049694204369985756, "stdev": 0.002055879525164943, "stdev_": 4.417218646535235 }, "throughput": { "unit": "samples/s", "value": 21.485785487264106 }, "energy": { "unit": "kWh", "cpu": 1.67085248263886e-06, "ram": 6.986470916328928e-08, "gpu": 0.0, "total": 1.7407171918021492e-06 }, "efficiency": { "unit": "samples/kWh", "value": 574475.8566810664 } } } }