{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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": 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": null,
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 4,
            "cpu_ram_mb": 16766.7712,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.15",
            "optimum_benchmark_version": "0.5.0",
            "optimum_benchmark_commit": "11fc1578907ddfc66a9a7fb8f19815e001677ad1",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": "1.22.0",
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1123.565568,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    4.8573465760000545
                ],
                "count": 1,
                "total": 4.8573465760000545,
                "mean": 4.8573465760000545,
                "p50": 4.8573465760000545,
                "p90": 4.8573465760000545,
                "p95": 4.8573465760000545,
                "p99": 4.8573465760000545,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.719798400000154e-05,
                "ram": 2.8102931709536304e-06,
                "gpu": 0,
                "total": 7.000827717095517e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 977.682432,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.04630481799995323,
                    0.0470446260000017,
                    0.04603730700000597,
                    0.046565658000019994,
                    0.0455081049999535,
                    0.046259904999999435,
                    0.04572195599996576,
                    0.045591602000001785,
                    0.04389122499998166,
                    0.04136033000003181,
                    0.041230656999971416,
                    0.04081635099998948,
                    0.0408525380000242,
                    0.041183838999984346
                ],
                "count": 14,
                "total": 0.6183689169998843,
                "mean": 0.044169208357134594,
                "p50": 0.045549853499977644,
                "p90": 0.04648740599999997,
                "p95": 0.04673329680001359,
                "p99": 0.04698236016000408,
                "stdev": 0.002396665027435716,
                "stdev_": 5.426099123301552
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 45.28041308390221
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5957989506667272e-06,
                "ram": 6.672429846512299e-08,
                "gpu": 0.0,
                "total": 1.6625232491318501e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1202990.6956455354
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 977.682432,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.029135696000025746,
                    0.029277450999984467,
                    0.02968723899999759,
                    0.02938342999999577,
                    0.028686463000042295,
                    0.0294013330000098,
                    0.029345559000034882,
                    0.02893657199996369,
                    0.02552264199999854,
                    0.02556433099999822,
                    0.025453203000040503,
                    0.02569494599998734,
                    0.025918395000019245,
                    0.02544346500002348
                ],
                "count": 14,
                "total": 0.38745072500012157,
                "mean": 0.02767505178572297,
                "p50": 0.028811517500002992,
                "p90": 0.029395962100005592,
                "p95": 0.029501400100005525,
                "p99": 0.029650071219999175,
                "stdev": 0.0018139323712620579,
                "stdev_": 6.554395580924734
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.13362705669375
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.868924708610581e-07,
                "ram": 4.127408869451202e-08,
                "gpu": 0.0,
                "total": 1.0281665595555707e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 972605.0616081641
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "values": [
                    0.028589371999999003,
                    0.02876865700000053,
                    0.029132219000018722,
                    0.02884325700000545,
                    0.02818535400001565,
                    0.028846983999983422,
                    0.028822267999998985,
                    0.02845798499998864,
                    0.025190460000033,
                    0.025235834999989493,
                    0.02514237000002595,
                    0.02538224900001751,
                    0.025580941999976403,
                    0.02513525700004493
                ],
                "count": 14,
                "total": 0.3813132090000977,
                "mean": 0.027236657785721263,
                "p50": 0.028321669500002145,
                "p90": 0.028845865899990032,
                "p95": 0.028946816249995778,
                "p99": 0.029095138450014133,
                "stdev": 0.0017117767738086351,
                "stdev_": 6.284826821542065
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.715224307890196
            },
            "energy": null,
            "efficiency": null
        }
    }
}