{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+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": "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": "5d46f86e41f222edc00e7cd49069aba0547a6c3d",
            "transformers_version": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1120.841728,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.851395104000005,
                "mean": 4.851395104000005,
                "stdev": 0.0,
                "p50": 4.851395104000005,
                "p90": 4.851395104000005,
                "p95": 4.851395104000005,
                "p99": 4.851395104000005,
                "values": [
                    4.851395104000005
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.824340354999963e-05,
                "ram": 2.8523626815522973e-06,
                "gpu": 0,
                "total": 7.109576623155192e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 974.966784,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6470298169999751,
                "mean": 0.04621641549999822,
                "stdev": 0.001723726017596568,
                "p50": 0.046649421000012126,
                "p90": 0.0473057869999991,
                "p95": 0.04760677215000726,
                "p99": 0.04799962643002175,
                "values": [
                    0.045450223999978334,
                    0.04809784000002537,
                    0.04681409599999142,
                    0.046526740999979666,
                    0.04734235099999751,
                    0.046741547999999966,
                    0.04583193199999869,
                    0.04616469200004758,
                    0.046557294000024285,
                    0.04678871599998047,
                    0.04722047100000282,
                    0.04620019799995134,
                    0.046861319000015556,
                    0.04043239499998208
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 43.27466720131242
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6310878175925714e-06,
                "ram": 6.816559955275156e-08,
                "gpu": 0.0,
                "total": 1.699253417145323e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1176987.4815728893
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.36,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.39867409399988674,
                "mean": 0.02847672099999191,
                "stdev": 0.0012635217256531286,
                "p50": 0.028950984000005064,
                "p90": 0.029316812199982677,
                "p95": 0.029533989349988587,
                "p99": 0.029790225070005363,
                "values": [
                    0.028946582000003218,
                    0.029854284000009557,
                    0.02835774299995819,
                    0.029212486999995235,
                    0.02891776500001697,
                    0.029034943999988627,
                    0.029361522999977296,
                    0.02909800199995516,
                    0.02867192700000487,
                    0.028086776000009195,
                    0.028995710999993207,
                    0.02895538600000691,
                    0.026161656999988736,
                    0.025019306999979563
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.11640262234841
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.925250312962806e-07,
                "ram": 4.148060850234616e-08,
                "gpu": 0.0,
                "total": 1.0340056397986265e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 967112.7134226762
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.39208199499995544,
                "mean": 0.028005856785711103,
                "stdev": 0.0012049642410074956,
                "p50": 0.028450085000031322,
                "p90": 0.02881587539998236,
                "p95": 0.02903248044997895,
                "p99": 0.029279421689976742,
                "values": [
                    0.028432223000038448,
                    0.029341156999976192,
                    0.027873389999967912,
                    0.02869828799998686,
                    0.028424947000019074,
                    0.028568834999987303,
                    0.028866269999980432,
                    0.028593310999951882,
                    0.028156856999999036,
                    0.027620397000021057,
                    0.0285034830000086,
                    0.028467947000024196,
                    0.025840588999983538,
                    0.02469430100001091
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.70681688660962
            },
            "energy": null,
            "efficiency": null
        }
    }
}