{
    "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-6.5.0-1023-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "7ced484c6c538274314e9bbd7dcb0b3e27a51bd6",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "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": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1110.2208,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.89993832899998,
                "mean": 4.89993832899998,
                "stdev": 0.0,
                "p50": 4.89993832899998,
                "p90": 4.89993832899998,
                "p95": 4.89993832899998,
                "p99": 4.89993832899998,
                "values": [
                    4.89993832899998
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.790275573730469e-05,
                "ram": 2.8381027481839283e-06,
                "gpu": 0,
                "total": 7.074085848548862e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 963.698688,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6533902749999925,
                "mean": 0.04667073392857089,
                "stdev": 0.0026580375267486267,
                "p50": 0.04782122299998548,
                "p90": 0.049002336099997025,
                "p95": 0.049257540499996824,
                "p99": 0.04953580809999835,
                "values": [
                    0.0476816829999791,
                    0.04786606700000107,
                    0.046922825000024204,
                    0.04818927100001247,
                    0.04883554799999956,
                    0.049070244999995793,
                    0.04960537499999873,
                    0.048843881999999894,
                    0.04778363299999455,
                    0.04785881299997641,
                    0.04436572000000183,
                    0.04255468799999562,
                    0.0419687339999939,
                    0.04184379100001934
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 42.85340794213737
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.73345596893974e-06,
                "ram": 7.244287153639561e-08,
                "gpu": 0.0,
                "total": 1.8058988404761358e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1107481.745474009
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 964.616192,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.4075911999999562,
                "mean": 0.029113657142854014,
                "stdev": 0.001623126632109569,
                "p50": 0.029815719499993065,
                "p90": 0.030728378499986775,
                "p95": 0.030870671699990738,
                "p99": 0.031035481539996964,
                "values": [
                    0.031076683999998522,
                    0.029890859999994746,
                    0.029911667999982683,
                    0.029740578999991385,
                    0.030759741999986545,
                    0.030507120999999415,
                    0.03065519699998731,
                    0.03027338399999735,
                    0.02945244099998945,
                    0.028242176000020436,
                    0.026841124000014815,
                    0.026406102000009923,
                    0.026872582999999395,
                    0.026961538999984214
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 34.34814098047628
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.1008839676345608e-06,
                "ram": 4.600763470494127e-08,
                "gpu": 0.0,
                "total": 1.146891602339502e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 871921.9828274413
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.40157153600000584,
                "mean": 0.028683681142857558,
                "stdev": 0.0015411560115765725,
                "p50": 0.029338638499993408,
                "p90": 0.030234958499991648,
                "p95": 0.030374843600002067,
                "p99": 0.03052408152001675,
                "values": [
                    0.03056139100002042,
                    0.029413188000006585,
                    0.029425960999986955,
                    0.02926408899998023,
                    0.030274394999992182,
                    0.029997278000024608,
                    0.030142939999990404,
                    0.029787846999994372,
                    0.02897779500000297,
                    0.02789737200001241,
                    0.02651444500000366,
                    0.026109168000004956,
                    0.026560581000012462,
                    0.026645085999973617
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 34.86302873817181
            },
            "energy": null,
            "efficiency": null
        }
    }
}