{
    "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": "38f0318f4feebeb8f77039a7ad46d326574675d5",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "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": 1111.773184,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.939238842999998,
                "mean": 4.939238842999998,
                "stdev": 0.0,
                "p50": 4.939238842999998,
                "p90": 4.939238842999998,
                "p95": 4.939238842999998,
                "p99": 4.939238842999998,
                "values": [
                    4.939238842999998
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.841000942222213e-05,
                "ram": 2.859365951157458e-06,
                "gpu": 0,
                "total": 7.12693753733796e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 965.513216,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.633620439000083,
                "mean": 0.048740033769237155,
                "stdev": 0.0025407895304474697,
                "p50": 0.04932810000002519,
                "p90": 0.05097263180000482,
                "p95": 0.051556631200014635,
                "p99": 0.052189457440022125,
                "values": [
                    0.04932810000002519,
                    0.051029276000008394,
                    0.050471446000017295,
                    0.04861803000000009,
                    0.05065329199999269,
                    0.04804129000001467,
                    0.049420392999991236,
                    0.05074605499999052,
                    0.04921754299999748,
                    0.052347664000024,
                    0.04560872499996549,
                    0.044003609000014876,
                    0.044135016000041105
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 41.03402983816403
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.7581247241545827e-06,
                "ram": 7.347492252745472e-08,
                "gpu": 0.0,
                "total": 1.8315996466820372e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1091941.6825740396
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 965.906432,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.387028796999914,
                "mean": 0.029771445923070308,
                "stdev": 0.0014685253301205804,
                "p50": 0.02992682399997193,
                "p90": 0.03150211319996288,
                "p95": 0.031612161599969116,
                "p99": 0.03162187151998296,
                "values": [
                    0.031094285999984095,
                    0.031604069999957574,
                    0.03162429899998642,
                    0.029740930999992088,
                    0.03026765700002443,
                    0.02986885100000336,
                    0.02941273699997282,
                    0.030898549000028197,
                    0.030342087000008178,
                    0.02992682399997193,
                    0.028089179000005515,
                    0.027368650000028083,
                    0.0267906769999513
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 33.58923186277244
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0235109754751526e-06,
                "ram": 4.277558063312719e-08,
                "gpu": 0.0,
                "total": 1.0662865561082796e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 937834.2006390744
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.38073467200013056,
                "mean": 0.029287282461548506,
                "stdev": 0.001389834947412328,
                "p50": 0.029543456999988393,
                "p90": 0.030945136600007573,
                "p95": 0.031058256600010735,
                "p99": 0.031073222520019497,
                "values": [
                    0.030542543000024125,
                    0.031045785000003434,
                    0.03107696400002169,
                    0.029207472999985384,
                    0.029673846000036974,
                    0.02936377500003573,
                    0.0288982729999816,
                    0.030344842000033623,
                    0.02980832800000144,
                    0.029543456999988393,
                    0.027730086000019583,
                    0.027039322999996784,
                    0.0264599770000018
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 34.14451311120817
            },
            "energy": null,
            "efficiency": null
        }
    }
}