{
    "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-6.5.0-1024-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": "3d7258bc53700ac83eb355d4dbbeac8dec4eb496",
            "transformers_version": "4.43.3",
            "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": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1110.700032,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.9836419160000105,
                "mean": 4.9836419160000105,
                "stdev": 0.0,
                "p50": 4.9836419160000105,
                "p90": 4.9836419160000105,
                "p95": 4.9836419160000105,
                "p99": 4.9836419160000105,
                "values": [
                    4.9836419160000105
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.750328805711535e-05,
                "ram": 2.821455310006513e-06,
                "gpu": 0,
                "total": 7.032474336712186e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 964.050944,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6061337680000065,
                "mean": 0.043295269142857605,
                "stdev": 0.001877189216895633,
                "p50": 0.04273556600000461,
                "p90": 0.04643531699999812,
                "p95": 0.04742716495001957,
                "p99": 0.047709720990041546,
                "values": [
                    0.047236983000004784,
                    0.04778036000004704,
                    0.04328778399997191,
                    0.04285363200000347,
                    0.04303551299994979,
                    0.04296166400001766,
                    0.042096396000033565,
                    0.04456476299998258,
                    0.042363134000027,
                    0.04162081599997691,
                    0.04261750000000575,
                    0.0419444419999877,
                    0.04148194499998681,
                    0.04228883600001154
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 46.19442353853432
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.659082207414839e-06,
                "ram": 6.933488494254902e-08,
                "gpu": 0.0,
                "total": 1.728417092357388e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1157128.108049545
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 964.837376,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.39680794700001343,
                "mean": 0.028343424785715245,
                "stdev": 0.006708748704519758,
                "p50": 0.026225478499981136,
                "p90": 0.029175095299990517,
                "p95": 0.037461895699991025,
                "p99": 0.049252179139998,
                "values": [
                    0.05219974999999977,
                    0.02952612799998633,
                    0.02620449500000177,
                    0.02657688100003952,
                    0.028356019000000288,
                    0.026221986999985347,
                    0.02625661100000798,
                    0.02609110299999884,
                    0.02695015000000467,
                    0.025643535000028805,
                    0.026228969999976925,
                    0.02591563400000041,
                    0.025149181000017506,
                    0.025487502999965272
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.28155145541862
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.523581685843298e-07,
                "ram": 3.980077563269901e-08,
                "gpu": 0.0,
                "total": 9.92158944217028e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1007903.0238337063
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3915542380000261,
                "mean": 0.02796815985714472,
                "stdev": 0.006673740160836508,
                "p50": 0.025871421000005057,
                "p90": 0.02882410970000251,
                "p95": 0.03705699234998575,
                "p99": 0.04876894246999028,
                "values": [
                    0.051696929999991426,
                    0.029173948999982713,
                    0.025864217999981065,
                    0.02622419100003981,
                    0.0280078180000487,
                    0.02587862400002905,
                    0.025684611999963636,
                    0.02573012700003119,
                    0.026548729000012372,
                    0.025308117999998103,
                    0.0259012569999868,
                    0.025552764999986266,
                    0.0248221790000116,
                    0.02516072099996336
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.754944376311585
            },
            "energy": null,
            "efficiency": null
        }
    }
}