{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "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": {},
            "hub_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,
            "latency": true,
            "memory": 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-6.5.0-1023-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "78f186000310f5748c0db3b53c71221ca44cb3f0",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 962.985984,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6407253459999538,
                "mean": 0.04576609614285384,
                "stdev": 0.0029179753610490827,
                "p50": 0.04733956850000709,
                "p90": 0.04825957469998343,
                "p95": 0.048443318949985326,
                "p99": 0.048696921389991134,
                "values": [
                    0.04827262499998142,
                    0.04718599299999937,
                    0.048760321999992584,
                    0.046635047999984636,
                    0.04803133699999762,
                    0.04749314400001481,
                    0.04822912399998813,
                    0.04768526199998746,
                    0.04816834100000733,
                    0.04460194699998965,
                    0.04136957299999722,
                    0.041516865999994934,
                    0.040901963000010255,
                    0.04187380100000837
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 43.70047193357327
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6432745037255466e-06,
                "ram": 6.86739763723744e-08,
                "gpu": 0.0,
                "total": 1.7119484800979208e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1168259.4559654056
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 962.985984,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.40104458000007526,
                "mean": 0.028646041428576803,
                "stdev": 0.002140855289535891,
                "p50": 0.030019106500006387,
                "p90": 0.030479892900007143,
                "p95": 0.030652394150004626,
                "p99": 0.03082554843001219,
                "values": [
                    0.030333010000020977,
                    0.030535847999999532,
                    0.030349331000024904,
                    0.030868837000014082,
                    0.030078616999986707,
                    0.030164116999998214,
                    0.02999801800001478,
                    0.030040194999997993,
                    0.02959763199999088,
                    0.0256508000000224,
                    0.02569404999999847,
                    0.025337608000000955,
                    0.02655729700001075,
                    0.02583921999999461
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 34.908837316782524
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.76991421646542e-07,
                "ram": 4.0831445470487895e-08,
                "gpu": 0.0,
                "total": 1.01782286711703e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 982489.2250971793
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3951560120000863,
                "mean": 0.028225429428577593,
                "stdev": 0.0020672507801630553,
                "p50": 0.029552383000009286,
                "p90": 0.0299911192000053,
                "p95": 0.030163870800006976,
                "p99": 0.03034490776000723,
                "values": [
                    0.029864208000020653,
                    0.030042019000006803,
                    0.029872353000001794,
                    0.030390167000007295,
                    0.029609905000000936,
                    0.029680065999997396,
                    0.029547139000015932,
                    0.02955762700000264,
                    0.02912078500000348,
                    0.025340593000009903,
                    0.0253594870000029,
                    0.025029514000010522,
                    0.026227091999999175,
                    0.02551505700000689
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.42904466805111
            },
            "energy": null,
            "efficiency": null
        }
    }
}