{
    "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": "adf196991e4ff390d05f45d4bbf35b6323346cad",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "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": 1120.763904,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.783624173000021,
                "mean": 4.783624173000021,
                "stdev": 0.0,
                "p50": 4.783624173000021,
                "p90": 4.783624173000021,
                "p95": 4.783624173000021,
                "p99": 4.783624173000021,
                "values": [
                    4.783624173000021
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.815196103333393e-05,
                "ram": 2.8485723946258758e-06,
                "gpu": 0,
                "total": 7.100053342795981e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 974.368768,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6326576670000748,
                "mean": 0.0451898333571482,
                "stdev": 0.0014694095747897617,
                "p50": 0.045552695500006735,
                "p90": 0.04646602140000198,
                "p95": 0.04662170520000188,
                "p99": 0.046733469840004885,
                "values": [
                    0.04392768200000319,
                    0.04584714099999587,
                    0.046117507000019486,
                    0.044150408000007246,
                    0.04676141100000564,
                    0.045516062000018565,
                    0.04461808300001735,
                    0.04618966099999966,
                    0.04654647899999986,
                    0.045589328999994905,
                    0.04492131000000654,
                    0.04627828700000691,
                    0.04537134200000992,
                    0.04082296499998961
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 44.25774231547674
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5627481473333472e-06,
                "ram": 6.530969022658746e-08,
                "gpu": 0.0,
                "total": 1.6280578375599347e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1228457.5853874558
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.1552,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.39216916400002333,
                "mean": 0.028012083142858808,
                "stdev": 0.0012477329805548319,
                "p50": 0.02839773550000757,
                "p90": 0.02895691310000359,
                "p95": 0.029049137000012593,
                "p99": 0.02915478020001899,
                "values": [
                    0.02878436899999315,
                    0.02918119100002059,
                    0.02816305599998259,
                    0.028191270000007762,
                    0.02890557500001023,
                    0.02890763799999263,
                    0.027416190999986156,
                    0.028978031000008286,
                    0.02860420100000738,
                    0.028033614999998235,
                    0.0286081589999867,
                    0.02803059999999391,
                    0.025474881000008054,
                    0.02489038700002766
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.69888019038429
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.58487826625002e-07,
                "ram": 4.0058415476375284e-08,
                "gpu": 0.0,
                "total": 9.98546242101377e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1001455.8743875133
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3858202600000311,
                "mean": 0.02755859000000222,
                "stdev": 0.0011963599154293338,
                "p50": 0.027915303000000335,
                "p90": 0.02844622189999768,
                "p95": 0.02853839345000182,
                "p99": 0.028673690690006595,
                "values": [
                    0.02833662099999401,
                    0.02870751500000779,
                    0.02769150399998921,
                    0.027635079999981826,
                    0.028443640999995523,
                    0.028447327999998606,
                    0.02694408799999337,
                    0.028441798000017116,
                    0.028154440000008663,
                    0.027576710000005278,
                    0.028139102000011462,
                    0.0275711900000033,
                    0.025149773000009645,
                    0.024581470000015315
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.286326695230755
            },
            "energy": null,
            "efficiency": null
        }
    }
}