cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json

{
    "config": {
        "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+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",
            "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-6.5.0-1023-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "78f186000310f5748c0db3b53c71221ca44cb3f0",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 942.94016,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 30,
                "total": 1.0275147670001843,
                "mean": 0.03425049223333947,
                "stdev": 0.0024539389315297658,
                "p50": 0.03557699199998865,
                "p90": 0.036433801200018934,
                "p95": 0.03674523675001353,
                "p99": 0.03738562353003033,
                "values": [
                    0.03758544600003688,
                    0.03641972600001964,
                    0.035234570000000076,
                    0.035742896000044766,
                    0.03591264100003855,
                    0.0358397660000378,
                    0.035520101000031445,
                    0.03583989600002724,
                    0.03656047800001261,
                    0.03604239300000245,
                    0.035534287000018594,
                    0.03689640300001429,
                    0.03564124700000093,
                    0.03614064599997846,
                    0.03559367799999791,
                    0.03556030599997939,
                    0.03636563399999204,
                    0.03641964600001302,
                    0.03603008099997851,
                    0.033617499999991196,
                    0.031189622999988842,
                    0.030577608999976746,
                    0.03148644999998851,
                    0.031250301000000036,
                    0.030780917000015506,
                    0.030995897999957833,
                    0.03108436200000142,
                    0.03065566400005082,
                    0.030497529000001578,
                    0.03049907299998722
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 29.19666068409372
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.2037540124321626e-06,
                "ram": 5.0306696876774746e-08,
                "gpu": 0.0,
                "total": 1.2540607093089373e-06
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 797409.5612572536
            }
        }
    }
}