{ "config": { "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.3.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "text-classification", "library": "transformers", "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": {}, "hub_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, "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": 16757.354496, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.2.0", "optimum_benchmark_commit": "466c44af5d8cf99af048e74ddb3b2f8ec6606263", "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": "1.0.3", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "forward": { "memory": { "unit": "MB", "max_ram": 936.771584, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 30, "total": 1.0271038589999648, "mean": 0.034236795299998825, "stdev": 0.0021437368533424946, "p50": 0.03524625299999684, "p90": 0.035639665400020705, "p95": 0.03570536530002073, "p99": 0.03580954912002426, "values": [ 0.03483010499996908, 0.035635139000021354, 0.03528264700003092, 0.0350599479999687, 0.035569274000010864, 0.035431515999960084, 0.03584376100002373, 0.03506825400000935, 0.03504128200000878, 0.03547050899999249, 0.03539834399998654, 0.03572578900002554, 0.03535935000002155, 0.035164383999983784, 0.03529412700004286, 0.03524356299999454, 0.03526700700001584, 0.03562901699996246, 0.035425825999993776, 0.035248942999999144, 0.034986099000036575, 0.03568040300001485, 0.03513595100002931, 0.034368072999996, 0.030366867999987335, 0.030147615999965183, 0.029856117999997878, 0.02980495199994948, 0.029916071000002376, 0.02985292299996445 ] }, "throughput": { "unit": "samples/s", "value": 29.208341237476578 }, "energy": { "unit": "kWh", "cpu": 1.1773802486120487e-06, "ram": 4.9204821180131154e-08, "gpu": 0.0, "total": 1.22658506979218e-06 }, "efficiency": { "unit": "samples/kWh", "value": 815271.6225132513 } } } }