{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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": "warn",
            "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": "f9861fced16a3dc82c7a05e66fd9a3b22cd9c663",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "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": 1119.752192,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.778488150000015,
                "mean": 4.778488150000015,
                "stdev": 0.0,
                "p50": 4.778488150000015,
                "p90": 4.778488150000015,
                "p95": 4.778488150000015,
                "p99": 4.778488150000015,
                "values": [
                    4.778488150000015
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.711266831111087e-05,
                "ram": 2.8051401720676365e-06,
                "gpu": 0,
                "total": 6.99178084831785e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 973.344768,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6505426510000234,
                "mean": 0.043369510066668227,
                "stdev": 0.0025556529946603973,
                "p50": 0.044726181000015686,
                "p90": 0.045880758799989964,
                "p95": 0.04622811439998315,
                "p99": 0.046709259679994945,
                "values": [
                    0.04682954599999789,
                    0.04525169400000095,
                    0.04495366699998726,
                    0.04597035799997684,
                    0.04482691000001182,
                    0.045746360000009645,
                    0.04528572799998187,
                    0.044726181000015686,
                    0.04433031100001017,
                    0.03990263000000027,
                    0.040715239999997266,
                    0.039863306000000875,
                    0.03974636800001008,
                    0.04278618300000403,
                    0.039608169000018734
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 46.115346862936
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5921960164444487e-06,
                "ram": 6.654073310486647e-08,
                "gpu": 0.0,
                "total": 1.6587367495493152e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1205736.835904436
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 974.1312,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.4044218829999693,
                "mean": 0.02696145886666462,
                "stdev": 0.001560586162076632,
                "p50": 0.027814101000018354,
                "p90": 0.02842573660000767,
                "p95": 0.028607283900001335,
                "p99": 0.02885358477999773,
                "values": [
                    0.028475337000003265,
                    0.027814101000018354,
                    0.028131865000005973,
                    0.0282125060000169,
                    0.02832224199997313,
                    0.02891515999999683,
                    0.02835133600001427,
                    0.02833872200000087,
                    0.02698872799999208,
                    0.02515835399998423,
                    0.025736354000002848,
                    0.02445768299998008,
                    0.025184523000007175,
                    0.025649391999991167,
                    0.02468557999998211
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 37.089981107676955
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.430444321667e-07,
                "ram": 3.941259234001987e-08,
                "gpu": 0.0,
                "total": 9.824570245067198e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1017856.2268431928
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3981322499999749,
                "mean": 0.026542149999998325,
                "stdev": 0.0014711640921941085,
                "p50": 0.02734383200001389,
                "p90": 0.027908829600016817,
                "p95": 0.02805701930000737,
                "p99": 0.028278718259997504,
                "values": [
                    0.027938252000012653,
                    0.02734383200001389,
                    0.027594359999994822,
                    0.0277252150000038,
                    0.02784023999998908,
                    0.028334142999995038,
                    0.02786469600002306,
                    0.02785859399998003,
                    0.026673036999994792,
                    0.02484375500000624,
                    0.025420172999986335,
                    0.024145368999995753,
                    0.024867911000001186,
                    0.025338410999978578,
                    0.024344261999999617
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 37.67592301302129
            },
            "energy": null,
            "efficiency": null
        }
    }
}