{
    "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": 16757.342208,
            "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": "5fb920708cddfa053b20bc358a29dcccc65d9215",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1122.746368,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.846772704000017,
                "mean": 4.846772704000017,
                "stdev": 0.0,
                "p50": 4.846772704000017,
                "p90": 4.846772704000017,
                "p95": 4.846772704000017,
                "p99": 4.846772704000017,
                "values": [
                    4.846772704000017
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.856007024999905e-05,
                "ram": 2.865644416511742e-06,
                "gpu": 0,
                "total": 7.142571466651079e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.871424,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6568057470000213,
                "mean": 0.04691469621428723,
                "stdev": 0.0016598473749843893,
                "p50": 0.047408099500003686,
                "p90": 0.04782169569999155,
                "p95": 0.048180877999995174,
                "p99": 0.04870979080000353,
                "values": [
                    0.04624087900000973,
                    0.047750570000005155,
                    0.04742376900000522,
                    0.04586735099999828,
                    0.04884201900000562,
                    0.04781426799999622,
                    0.04686815099998398,
                    0.0475270420000129,
                    0.04782487899998955,
                    0.04713750400000549,
                    0.04739243000000215,
                    0.047518946999986156,
                    0.04712793400000237,
                    0.041470004000018434
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 42.63056486318944
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6371956497685204e-06,
                "ram": 6.84212404457829e-08,
                "gpu": 0.0,
                "total": 1.7056168902143032e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1172596.2679395773
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 977.002496,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.40253182200001447,
                "mean": 0.028752273000001032,
                "stdev": 0.0015278479634471052,
                "p50": 0.029267891000003488,
                "p90": 0.030072160299994266,
                "p95": 0.03024137569999965,
                "p99": 0.030381027940000818,
                "values": [
                    0.029864860000003546,
                    0.02931091600001423,
                    0.028172348999987662,
                    0.029289406000003737,
                    0.029414661000004116,
                    0.030147378999998864,
                    0.029058775000009973,
                    0.030415941000001112,
                    0.028970369000006713,
                    0.028044800000003534,
                    0.029896649999983538,
                    0.029246376000003238,
                    0.025378549000009798,
                    0.02532079099998441
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 34.77985896975742
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.794440117129754e-07,
                "ram": 4.09296030919688e-08,
                "gpu": 0.0,
                "total": 1.0203736148049447e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 980033.1814647722
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.39587520299997436,
                "mean": 0.028276800214283884,
                "stdev": 0.0014733183418912206,
                "p50": 0.028786711499989792,
                "p90": 0.02953435630000456,
                "p95": 0.029726920250004694,
                "p99": 0.029886869649994877,
                "values": [
                    0.029336242999988826,
                    0.028851567999993222,
                    0.027695477999998275,
                    0.02880266599999004,
                    0.028931327000009333,
                    0.029619262000011304,
                    0.02855809999999792,
                    0.029926856999992424,
                    0.028466578000006848,
                    0.027579089999989037,
                    0.029328367999994498,
                    0.028770756999989544,
                    0.025021301000009544,
                    0.024987608000003547
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.36468031820853
            },
            "energy": null,
            "efficiency": null
        }
    }
}