{
    "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": "c895bf73a88625eb69457460ea71175ef52a6cb9",
            "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": 951.296,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6263326659999962,
                "mean": 0.0447380475714283,
                "stdev": 0.0029586513659995736,
                "p50": 0.046470490999993785,
                "p90": 0.04748351039999647,
                "p95": 0.047532928550003815,
                "p99": 0.047536616910015254,
                "values": [
                    0.047537539000018114,
                    0.04641709599999899,
                    0.04753044599999612,
                    0.045910859999992226,
                    0.04665894800001524,
                    0.04737399399999731,
                    0.0469719330000089,
                    0.04677776899998776,
                    0.04652388599998858,
                    0.04329594600000064,
                    0.04044702400000233,
                    0.04043652499998984,
                    0.04012838899998883,
                    0.04032231100001127
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 44.70467775346747
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5846464898851183e-06,
                "ram": 6.622484247565507e-08,
                "gpu": 0.0,
                "total": 1.6508713323607735e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1211481.452730763
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 951.296,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.38897942500000227,
                "mean": 0.027784244642857305,
                "stdev": 0.0021795230420107296,
                "p50": 0.029203817000009735,
                "p90": 0.029673101800000268,
                "p95": 0.029818707600006177,
                "p99": 0.0298983071200081,
                "values": [
                    0.029765131000004885,
                    0.029441837000007354,
                    0.029363930999977583,
                    0.02991820700000858,
                    0.028975855999988198,
                    0.029458366999989494,
                    0.029244217000012895,
                    0.02921480300000212,
                    0.02919283100001735,
                    0.02494374399998378,
                    0.024798943999996936,
                    0.024913598000011916,
                    0.025219410000005382,
                    0.024528548999995792
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.99162089357276
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.554523030916855e-07,
                "ram": 3.993149819015848e-08,
                "gpu": 0.0,
                "total": 9.953838012818435e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1004637.6068328738
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.38289486800002237,
                "mean": 0.027349633428573026,
                "stdev": 0.002107019988854247,
                "p50": 0.028686471000014535,
                "p90": 0.02919502419998423,
                "p95": 0.02933636414999512,
                "p99": 0.02941392163001467,
                "values": [
                    0.02928416199998196,
                    0.02894623100002036,
                    0.028887901999979704,
                    0.029433311000019557,
                    0.02851327199999787,
                    0.02898703599998953,
                    0.028753160000007938,
                    0.028707726000021694,
                    0.028665216000007376,
                    0.024597567999990133,
                    0.024487983000000213,
                    0.024588980999993737,
                    0.02482866900001568,
                    0.024213650999996617
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.56356135856901
            },
            "energy": null,
            "efficiency": null
        }
    }
}