{ "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": 16757.342208, "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": "8d79709992edcccdc1bf81d55005e3bb3ccf994a", "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": 944.848896, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 22, "total": 1.0089285580000649, "mean": 0.04586038900000295, "stdev": 0.000956961086958618, "p50": 0.04586766849999435, "p90": 0.0471626446000073, "p95": 0.047562666149987366, "p99": 0.04765275942998386, "values": [ 0.047671641999983194, 0.04576577500000667, 0.04592741500002262, 0.04397408900001665, 0.04720054800000639, 0.04582202899999288, 0.045360313000003316, 0.04560689900000625, 0.04378843399999255, 0.046741776999994045, 0.045398142000010466, 0.04591330799999582, 0.04521082499999807, 0.04758172499998636, 0.044994983999998794, 0.04618314000001078, 0.04682151400001544, 0.046225579000008565, 0.045920961999996734, 0.04594952600001534, 0.045097364000014295, 0.04577256799998963 ] }, "throughput": { "unit": "samples/s", "value": 21.80531002473476 }, "energy": { "unit": "kWh", "cpu": 1.5504588428725547e-06, "ram": 6.47974406366267e-08, "gpu": 0.0, "total": 1.6152562835091813e-06 }, "efficiency": { "unit": "samples/kWh", "value": 619096.8022903939 } } } }