{
    "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_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": "b6683a24439f2dd9ea7e05cec40bf36c11a71f7a",
            "transformers_version": "4.42.4",
            "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": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1103.888384,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.923219599000021,
                "mean": 4.923219599000021,
                "stdev": 0.0,
                "p50": 4.923219599000021,
                "p90": 4.923219599000021,
                "p95": 4.923219599000021,
                "p99": 4.923219599000021,
                "values": [
                    4.923219599000021
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.688891781700983e-05,
                "ram": 2.795761876168399e-06,
                "gpu": 0,
                "total": 6.968467969317822e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 957.759488,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.6384947779999663,
                "mean": 0.049114982923074334,
                "stdev": 0.0015710323550845065,
                "p50": 0.04923834199999533,
                "p90": 0.05079238959999657,
                "p95": 0.05164564539999787,
                "p99": 0.052489769079996904,
                "values": [
                    0.04761659700000109,
                    0.0492790669999863,
                    0.048430805000009514,
                    0.04632397500000707,
                    0.05270079999999666,
                    0.0495008609999843,
                    0.048120036000000255,
                    0.04830081299999733,
                    0.04923834199999533,
                    0.050942208999998684,
                    0.050193111999988105,
                    0.04999807900000519,
                    0.04785008199999652
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 40.720771564401694
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6877939855610887e-06,
                "ram": 7.053619218439167e-08,
                "gpu": 0.0,
                "total": 1.75833017774548e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1137442.7996022836
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 958.283776,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.39746424799994884,
                "mean": 0.030574172923072986,
                "stdev": 0.0013522381556191905,
                "p50": 0.031017617999992808,
                "p90": 0.031744244200001506,
                "p95": 0.031773450799994406,
                "p99": 0.03179830375998563,
                "values": [
                    0.03171026100000063,
                    0.03003296299999647,
                    0.03123821099998736,
                    0.031189600999994127,
                    0.030182600999978604,
                    0.031049068000015723,
                    0.031804516999983434,
                    0.030656965999980912,
                    0.031017617999992808,
                    0.029742552000016076,
                    0.030658339000012802,
                    0.03175274000000172,
                    0.026428810999988173
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 32.70734428421264
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0164049047010916e-06,
                "ram": 4.2475098146923066e-08,
                "gpu": 0.0,
                "total": 1.058880002848015e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 944394.0742202624
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.3911294010000006,
                "mean": 0.030086877000000047,
                "stdev": 0.0013132503407730603,
                "p50": 0.030503820000006954,
                "p90": 0.03121630099999493,
                "p95": 0.03126037939999833,
                "p99": 0.031308142279997356,
                "values": [
                    0.03122057699999914,
                    0.029550102000001743,
                    0.03072844999999802,
                    0.03070298299999763,
                    0.029703447000002825,
                    0.030579452000011997,
                    0.03132008299999711,
                    0.030135564000005388,
                    0.030503820000006954,
                    0.02922971500001381,
                    0.03016792500000065,
                    0.031199196999978085,
                    0.026088085999987243
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 33.237082067374374
            },
            "energy": null,
            "efficiency": null
        }
    }
}