{
    "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": "warn",
            "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": "505086556c6e125f92759cd19b806135534e5ab3",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "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": 1120.878592,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.883996857999989,
                "mean": 4.883996857999989,
                "stdev": 0.0,
                "p50": 4.883996857999989,
                "p90": 4.883996857999989,
                "p95": 4.883996857999989,
                "p99": 4.883996857999989,
                "values": [
                    4.883996857999989
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.890721187777728e-05,
                "ram": 2.880146288289732e-06,
                "gpu": 0,
                "total": 7.178735816606702e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 974.229504,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.629977077999996,
                "mean": 0.0419984718666664,
                "stdev": 0.001218402626521423,
                "p50": 0.04163306300000613,
                "p90": 0.043583808799996855,
                "p95": 0.04479018890001214,
                "p99": 0.04512662738001779,
                "values": [
                    0.04199414699999693,
                    0.041580654999989974,
                    0.0419893780000109,
                    0.04194373200002133,
                    0.04189386000001605,
                    0.041213037999995095,
                    0.04163306300000613,
                    0.041117950999989716,
                    0.04460995400000911,
                    0.04204459099997848,
                    0.04145615199999497,
                    0.04521073700001921,
                    0.040447095999979865,
                    0.04127034499998672,
                    0.04157237900000155
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 47.620780259563965
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6280356150462874e-06,
                "ram": 6.803809038718375e-08,
                "gpu": 0.0,
                "total": 1.6960737054334712e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1179194.0371417133
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.015936,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.39445368399998415,
                "mean": 0.02629691226666561,
                "stdev": 0.0006256829530236599,
                "p50": 0.026397308000014164,
                "p90": 0.026994013600005928,
                "p95": 0.0272245181000045,
                "p99": 0.027514792420002435,
                "values": [
                    0.026040761999979622,
                    0.026291319999984353,
                    0.026881513000006407,
                    0.02662697699997807,
                    0.026439295999978185,
                    0.02706901400000561,
                    0.026443833999991284,
                    0.02758736100000192,
                    0.026030862999988358,
                    0.026397308000014164,
                    0.026681409000019585,
                    0.025361021999998457,
                    0.02584686900001998,
                    0.025546748000010666,
                    0.025209388000007493
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.02727825455067
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.820147493981547e-07,
                "ram": 4.104005464582367e-08,
                "gpu": 0.0,
                "total": 1.0230548040439783e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 977464.7419152461
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3888606839999511,
                "mean": 0.02592404559999674,
                "stdev": 0.0005828214847466364,
                "p50": 0.02605945700000234,
                "p90": 0.026641749399999526,
                "p95": 0.026804358100005744,
                "p99": 0.02698054361999823,
                "values": [
                    0.02566586099999313,
                    0.025917421000002605,
                    0.026539413999984163,
                    0.026284987999986242,
                    0.026094270999976743,
                    0.026709973000009768,
                    0.02610173499999746,
                    0.02702458999999635,
                    0.02568422499999201,
                    0.02605945700000234,
                    0.026112075000014556,
                    0.025035683999988123,
                    0.025518817000005356,
                    0.025227572000005694,
                    0.024884600999996564
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.57422623882924
            },
            "energy": null,
            "efficiency": null
        }
    }
}