{ "config": { "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.4.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "text-classification", "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": "error", "numactl": false, "numactl_kwargs": {}, "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-6.5.0-1025-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.4.0", "optimum_benchmark_commit": "748f9b438ee8e37818f442e8e398fa1beb7f763c", "transformers_version": "4.44.2", "transformers_commit": null, "accelerate_version": "0.33.0", "accelerate_commit": null, "diffusers_version": "0.30.1", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.9", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 946.659328, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 1, "total": 4.2545037579999985, "mean": 4.2545037579999985, "stdev": 0.0, "p50": 4.2545037579999985, "p90": 4.2545037579999985, "p95": 4.2545037579999985, "p99": 4.2545037579999985, "values": [ 4.2545037579999985 ] }, "throughput": null, "energy": { "unit": "kWh", "cpu": 4.800738226666523e-05, "ram": 2.006478746534195e-06, "gpu": 0, "total": 5.001386101319943e-05 }, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 954.392576, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 30, "total": 1.0263425690001213, "mean": 0.03421141896667071, "stdev": 0.001119329107489071, "p50": 0.034411195000018324, "p90": 0.03506698279999796, "p95": 0.03527294000001291, "p99": 0.03565998840002976, "values": [ 0.03429157100003977, 0.03422692999998844, 0.033407398999997895, 0.03262831400002142, 0.03445312299999159, 0.034543240999994396, 0.034555123000018284, 0.034402048000004015, 0.03383884599998055, 0.0334214850000194, 0.03393921299999647, 0.03537894200002256, 0.03514338200000111, 0.03489037899998948, 0.0347755559999996, 0.034348907999969924, 0.03380062399997996, 0.03462692800002287, 0.03438622700002725, 0.0345749909999995, 0.03457939800000531, 0.03442034200003263, 0.03335696499999585, 0.03422630900001877, 0.03490499699995553, 0.0357747820000327, 0.03505849399999761, 0.034951745000000756, 0.03418805799998381, 0.029248249000033866 ] }, "throughput": { "unit": "samples/s", "value": 29.230006535952672 }, "energy": { "unit": "kWh", "cpu": 1.136662327777774e-06, "ram": 4.7503703639039515e-08, "gpu": 0.0, "total": 1.1841660314168134e-06 }, "efficiency": { "unit": "samples/kWh", "value": 844476.174344855 } } } }