{ "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": 16757.338112, "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": "bbd38855156b81c8eada2deda937e3adeb3b496b", "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": 946.110464, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 1, "total": 4.52761446400001, "mean": 4.52761446400001, "stdev": 0.0, "p50": 4.52761446400001, "p90": 4.52761446400001, "p95": 4.52761446400001, "p99": 4.52761446400001, "values": [ 4.52761446400001 ] }, "throughput": null, "energy": { "unit": "kWh", "cpu": 4.8018363672220715e-05, "ram": 2.006891709328771e-06, "gpu": 0, "total": 5.002525538154949e-05 }, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 953.450496, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 29, "total": 1.0053812179999682, "mean": 0.034668317862067866, "stdev": 0.002398905469273133, "p50": 0.03552920399999948, "p90": 0.037546448400019014, "p95": 0.03775689100003774, "p99": 0.03779071131997853, "values": [ 0.037770961000035186, 0.03779839199995649, 0.03673029800000904, 0.03504006999997955, 0.03749911400001338, 0.03678991900000028, 0.03702932599998121, 0.03646531300000788, 0.03555357999999842, 0.03552920399999948, 0.03579633399999693, 0.03773578600004157, 0.03668010500001628, 0.037489225000001625, 0.036740276999978505, 0.036904101999994054, 0.03169252999998662, 0.03242032800000061, 0.03154442300001392, 0.03302303399999573, 0.031614153000020906, 0.03311758099999906, 0.03148056399999177, 0.03252099599995972, 0.031502552999995714, 0.033026522000000114, 0.031561604999978954, 0.03263409699997055, 0.03169082600004458 ] }, "throughput": { "unit": "samples/s", "value": 28.844779950922973 }, "energy": { "unit": "kWh", "cpu": 1.2303224159722763e-06, "ram": 5.141481958607491e-08, "gpu": 0.0, "total": 1.2817372355583512e-06 }, "efficiency": { "unit": "samples/kWh", "value": 780191.1127005523 } } } }