{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "hub_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,
            "latency": true,
            "memory": 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": true,
            "device_isolation_action": "error",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1094.520832,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.007552
            },
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.4917849264144898,
                "mean": 0.008941544116627087,
                "stdev": 0.00034248993424507265,
                "p50": 0.008967040061950683,
                "p90": 0.00930953598022461,
                "p95": 0.009467020416259764,
                "p99": 0.009835646686553956,
                "values": [
                    0.009935456275939942,
                    0.00975062370300293,
                    0.009658271789550782,
                    0.009359968185424805,
                    0.009363903999328613,
                    0.009207903861999512,
                    0.008986847877502441,
                    0.009077055931091309,
                    0.009022432327270508,
                    0.009159584045410157,
                    0.009061887741088867,
                    0.008957088470458984,
                    0.009061663627624512,
                    0.008923583984375,
                    0.009018239974975585,
                    0.008941887855529785,
                    0.009085087776184083,
                    0.00912723159790039,
                    0.008941247940063476,
                    0.009044032096862793,
                    0.009001983642578124,
                    0.009039584159851075,
                    0.009187104225158692,
                    0.008905535697937011,
                    0.008949824333190918,
                    0.009000384330749511,
                    0.009206015586853028,
                    0.009175456047058106,
                    0.009083295822143555,
                    0.009192031860351562,
                    0.008767744064331055,
                    0.008931391716003418,
                    0.008588352203369141,
                    0.009233887672424317,
                    0.009385055541992187,
                    0.009150272369384765,
                    0.008967040061950683,
                    0.008839200019836426,
                    0.00882051181793213,
                    0.008832480430603027,
                    0.008759936332702637,
                    0.008466879844665527,
                    0.008498399734497071,
                    0.008478367805480957,
                    0.008489439964294434,
                    0.008450624465942382,
                    0.00845587158203125,
                    0.008440608024597169,
                    0.008453408241271972,
                    0.008450336456298828,
                    0.008434016227722168,
                    0.008437151908874512,
                    0.008438207626342774,
                    0.008826687812805175,
                    0.008763839721679687
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 223.67501338845221
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0611159313056204e-07,
                "ram": 5.8014828672574883e-08,
                "gpu": 1.8174369698214203e-07,
                "total": 3.4587011878527897e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 5782517.457779081
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1094.520832,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.4576
            },
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.5100648984909056,
                "mean": 0.009273907245289195,
                "stdev": 0.0003497514069055077,
                "p50": 0.009321056365966796,
                "p90": 0.00970993251800537,
                "p95": 0.00987090244293213,
                "p99": 0.010090029544830322,
                "values": [
                    0.010080063819885254,
                    0.010101728439331055,
                    0.009867072105407715,
                    0.009726592063903809,
                    0.009713631629943847,
                    0.009633312225341797,
                    0.009471391677856445,
                    0.009426112174987794,
                    0.009358847618103027,
                    0.009448960304260253,
                    0.009405344009399415,
                    0.00938976001739502,
                    0.009449824333190918,
                    0.00927500820159912,
                    0.009335871696472167,
                    0.00938486385345459,
                    0.009536319732666016,
                    0.009337887763977051,
                    0.009412832260131836,
                    0.009409952163696288,
                    0.00927126407623291,
                    0.009293984413146973,
                    0.009321056365966796,
                    0.009322336196899414,
                    0.009339263916015625,
                    0.009359264373779297,
                    0.009630784034729004,
                    0.009422431945800782,
                    0.009304672241210938,
                    0.009244832038879394,
                    0.009198847770690919,
                    0.008980704307556151,
                    0.009516448020935058,
                    0.009704383850097656,
                    0.009879839897155763,
                    0.009316512107849121,
                    0.009194720268249511,
                    0.009155167579650878,
                    0.009122336387634277,
                    0.00915436840057373,
                    0.009199551582336426,
                    0.008745408058166504,
                    0.008701824188232421,
                    0.008728032112121581,
                    0.008764543533325196,
                    0.008744799613952636,
                    0.008725791931152345,
                    0.008770784378051759,
                    0.008786304473876953,
                    0.008725088119506836,
                    0.00870639991760254,
                    0.00874630355834961,
                    0.008933952331542969,
                    0.009105792045593262,
                    0.00918172836303711
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 107.82941575224007
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0164590065910337e-07,
                "ram": 5.55743605855412e-08,
                "gpu": 1.7440181210557827e-07,
                "total": 3.316220733502227e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3015480.8149453616
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 54,
                "total": 0.9837393894195556,
                "mean": 0.018217396100362142,
                "stdev": 0.0006456137655613507,
                "p50": 0.01834547233581543,
                "p90": 0.01893693370819092,
                "p95": 0.01920332775115967,
                "p99": 0.019735316524505615,
                "values": [
                    0.019893247604370116,
                    0.019595264434814453,
                    0.019099647521972657,
                    0.019154943466186524,
                    0.018874368667602538,
                    0.018490367889404297,
                    0.018550783157348632,
                    0.01839923286437988,
                    0.018614336013793944,
                    0.018536384582519532,
                    0.018383935928344728,
                    0.01855891227722168,
                    0.01822208023071289,
                    0.018361343383789062,
                    0.018342912673950194,
                    0.018689023971557618,
                    0.018514944076538087,
                    0.01840947151184082,
                    0.018490367889404297,
                    0.018297855377197265,
                    0.01838489532470703,
                    0.018523136138916017,
                    0.018280448913574218,
                    0.018325504302978517,
                    0.018348031997680665,
                    0.018891775131225585,
                    0.01863372802734375,
                    0.018408447265625,
                    0.018507776260375978,
                    0.01799782371520996,
                    0.018035711288452147,
                    0.018051071166992186,
                    0.018956287384033203,
                    0.019293184280395507,
                    0.018545663833618165,
                    0.01825279998779297,
                    0.018028543472290038,
                    0.017970176696777345,
                    0.01801318359375,
                    0.01798246383666992,
                    0.01726361656188965,
                    0.01722777557373047,
                    0.017229824066162108,
                    0.017278976440429687,
                    0.01722265625,
                    0.01720729637145996,
                    0.01721855926513672,
                    0.017262592315673828,
                    0.01722675132751465,
                    0.017159168243408202,
                    0.017201152801513672,
                    0.0173885440826416,
                    0.017967103958129883,
                    0.017975296020507812
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 54.89258698064544
            },
            "energy": null,
            "efficiency": null
        }
    }
}