{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gpt2",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "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": 2,
                "sequence_length": 16,
                "num_choices": 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": null,
            "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": "3.10.15",
            "optimum_benchmark_version": "0.5.0.dev0",
            "optimum_benchmark_commit": "17045002796df75ed197bda920a26aaf713b8c33",
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.12",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load_model": {
            "memory": {
                "unit": "MB",
                "max_ram": 1131.15136,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    1.8713639290000117
                ],
                "count": 1,
                "total": 1.8713639290000117,
                "mean": 1.8713639290000117,
                "p50": 1.8713639290000117,
                "p90": 1.8713639290000117,
                "p95": 1.8713639290000117,
                "p99": 1.8713639290000117,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 0.0001997939058500001,
                "ram": 8.35150013652655e-06,
                "gpu": 0,
                "total": 0.00020814540598652664
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1014.767616,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.10858172400000399,
                    0.11019876399998907,
                    0.1098852180000165,
                    0.10855007000000683,
                    0.10888839399999029,
                    0.10217686800001502,
                    0.10393785200000139
                ],
                "count": 7,
                "total": 0.7522188900000231,
                "mean": 0.10745984142857472,
                "p50": 0.10858172400000399,
                "p90": 0.11001063640000552,
                "p95": 0.1101047001999973,
                "p99": 0.11017995123999072,
                "stdev": 0.002883112094314888,
                "stdev_": 2.6829670098026384
            },
            "throughput": {
                "unit": "samples/s",
                "value": 18.611603864401186
            },
            "energy": {
                "unit": "kWh",
                "cpu": 4.41424373703709e-06,
                "ram": 1.8446767852568107e-07,
                "gpu": 0.0,
                "total": 4.5987114155627705e-06
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 434904.43719335855
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1022.902272,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.0456843739999897,
                    0.04581914700000311,
                    0.044746188999994274,
                    0.04440220499998304,
                    0.046791725000019824,
                    0.04405995499999449,
                    0.04480164299999956
                ],
                "count": 7,
                "total": 0.316305237999984,
                "mean": 0.045186462571426285,
                "p50": 0.04480164299999956,
                "p90": 0.046208178200009796,
                "p95": 0.04649995160001481,
                "p99": 0.04673337032001882,
                "stdev": 0.0008824542892755282,
                "stdev_": 1.9529173983925645
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 44.26104382122407
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.3268953907407756e-06,
                "ram": 5.5460787631562606e-08,
                "gpu": 0.0,
                "total": 1.382356178372346e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1446805.1225082222
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "values": [
                    0.04461451299999908,
                    0.04478972100000078,
                    0.04367981400000076,
                    0.0434286739999834,
                    0.04597874400002411,
                    0.04299348000000691,
                    0.04384908100001894
                ],
                "count": 7,
                "total": 0.309334027000034,
                "mean": 0.04419057528571914,
                "p50": 0.04384908100001894,
                "p90": 0.04526533020001011,
                "p95": 0.04562203710001711,
                "p99": 0.04590740262002271,
                "stdev": 0.0009355878407095441,
                "stdev_": 2.1171660125725804
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        }
    }
}