{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gpt2",
            "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": {},
            "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": true,
            "device_isolation_action": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-211.872.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "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": 791.289856,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.546861328125,
                "mean": 7.546861328125,
                "stdev": 0.0,
                "p50": 7.546861328125,
                "p90": 7.546861328125,
                "p95": 7.546861328125,
                "p99": 7.546861328125,
                "values": [
                    7.546861328125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0004189395836645e-06,
                "ram": 5.32716600943119e-07,
                "gpu": 1.7975014380002766e-06,
                "total": 3.33063697852706e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1214.13632,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.4908065276145935,
                "mean": 0.0067233770906108695,
                "stdev": 0.0003563169793487755,
                "p50": 0.006768127918243408,
                "p90": 0.007170073795318603,
                "p95": 0.007246809673309326,
                "p99": 0.007489630603790284,
                "values": [
                    0.007414303779602051,
                    0.007358975887298584,
                    0.007246592044830322,
                    0.006963615894317627,
                    0.0068537278175354,
                    0.007063263893127441,
                    0.006679967880249023,
                    0.006594944000244141,
                    0.006768127918243408,
                    0.007173312187194824,
                    0.0069203519821166995,
                    0.0068940801620483395,
                    0.0065198721885681155,
                    0.006841311931610108,
                    0.00702947187423706,
                    0.006973951816558838,
                    0.007247136116027832,
                    0.0067535037994384765,
                    0.006825920104980469,
                    0.006916575908660889,
                    0.006639232158660888,
                    0.00693839979171753,
                    0.006728608131408692,
                    0.006788479804992676,
                    0.0066575040817260745,
                    0.007214208126068115,
                    0.0068915200233459475,
                    0.006840223789215088,
                    0.006763360023498535,
                    0.006906688213348389,
                    0.006792831897735596,
                    0.006841343879699707,
                    0.006602399826049805,
                    0.006834080219268799,
                    0.0071571202278137205,
                    0.006759552001953125,
                    0.006700448036193848,
                    0.0067223038673400876,
                    0.006707583904266358,
                    0.006889440059661865,
                    0.006977695941925049,
                    0.007073567867279053,
                    0.006767231941223145,
                    0.006818272113800049,
                    0.0070293121337890625,
                    0.006815839767456055,
                    0.0066186881065368654,
                    0.0069913921356201175,
                    0.006510975837707519,
                    0.006477536201477051,
                    0.006904128074645996,
                    0.007206655979156494,
                    0.006974207878112793,
                    0.007683328151702881,
                    0.006542399883270263,
                    0.006352287769317627,
                    0.00629417610168457,
                    0.006363552093505859,
                    0.0061385598182678225,
                    0.00630998420715332,
                    0.006097536087036132,
                    0.006384384155273437,
                    0.006235455989837647,
                    0.006150784015655518,
                    0.006112448215484619,
                    0.006093376159667969,
                    0.00611568021774292,
                    0.006266335964202881,
                    0.006144735813140869,
                    0.006153247833251953,
                    0.006277056217193604,
                    0.006257247924804687,
                    0.006254111766815186
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 297.4695563027367
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.583426426928328e-08,
                "ram": 4.146433811977841e-08,
                "gpu": 1.5010096933758143e-07,
                "total": 2.673995717266431e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7479443.542432288
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1233.084416,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.5133532805442809,
                "mean": 0.007032236719784671,
                "stdev": 0.0003742854829794059,
                "p50": 0.007109856128692627,
                "p90": 0.007374656009674073,
                "p95": 0.0075320830345153795,
                "p99": 0.008071558265686035,
                "values": [
                    0.007900959968566894,
                    0.007611839771270752,
                    0.007478911876678467,
                    0.007128032207489013,
                    0.0071907520294189455,
                    0.0071224961280822756,
                    0.00672156810760498,
                    0.0071560959815979005,
                    0.007448383808135986,
                    0.007247104167938233,
                    0.007286079883575439,
                    0.006834432125091553,
                    0.006723616123199463,
                    0.007219647884368897,
                    0.007147039890289307,
                    0.007190048217773437,
                    0.007207647800445556,
                    0.007188960075378418,
                    0.007052031993865967,
                    0.007008063793182373,
                    0.006911456108093262,
                    0.007289472103118896,
                    0.007172544002532959,
                    0.006930399894714356,
                    0.007190400123596191,
                    0.00743881607055664,
                    0.0072995200157165525,
                    0.0071418237686157226,
                    0.007378592014312744,
                    0.0071080641746521,
                    0.007109856128692627,
                    0.006988863945007324,
                    0.007319808006286621,
                    0.007197663784027099,
                    0.007219935894012451,
                    0.007029888153076172,
                    0.007132991790771485,
                    0.007079264163970947,
                    0.007221216201782226,
                    0.007358911991119385,
                    0.007285696029663086,
                    0.007180672168731689,
                    0.007183231830596924,
                    0.0069851517677307125,
                    0.006990272045135498,
                    0.007229887962341309,
                    0.007044703960418701,
                    0.007111072063446045,
                    0.006715712070465088,
                    0.007027935981750488,
                    0.0072789440155029295,
                    0.007710944175720215,
                    0.008510239601135254,
                    0.006937600135803222,
                    0.006661471843719483,
                    0.006789408206939697,
                    0.006818143844604492,
                    0.006595424175262451,
                    0.00648857593536377,
                    0.00653926420211792,
                    0.006588960170745849,
                    0.00654531192779541,
                    0.0063545598983764644,
                    0.00646937608718872,
                    0.006440927982330322,
                    0.006361536026000977,
                    0.0066070399284362796,
                    0.0065318398475646975,
                    0.00653926420211792,
                    0.006690752029418945,
                    0.006579135894775391,
                    0.006399072170257568,
                    0.0067779521942138675
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 142.20226648323356
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.216452593133399e-08,
                "ram": 3.909255557955156e-08,
                "gpu": 1.7514277508216834e-07,
                "total": 2.8639985659305385e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3491621.8600657405
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.4782302751541137,
                "mean": 0.006551099659645393,
                "stdev": 0.00030798184169474133,
                "p50": 0.006604800224304199,
                "p90": 0.006829875278472901,
                "p95": 0.0069787646293640124,
                "p99": 0.007447575187683106,
                "values": [
                    0.007354400157928467,
                    0.007051263809204102,
                    0.006930431842803955,
                    0.0066375679969787596,
                    0.006664224147796631,
                    0.006618112087249756,
                    0.0062791681289672855,
                    0.006650015830993652,
                    0.006906879901885986,
                    0.0066826238632202144,
                    0.006729728221893311,
                    0.006352896213531494,
                    0.006245376110076905,
                    0.006688767910003662,
                    0.006652927875518798,
                    0.006655968189239502,
                    0.006713344097137451,
                    0.006631423950195312,
                    0.0065372161865234375,
                    0.00653110408782959,
                    0.0064471039772033695,
                    0.006755328178405762,
                    0.006667263984680176,
                    0.006459296226501465,
                    0.006663167953491211,
                    0.00687824010848999,
                    0.00677894401550293,
                    0.006614016056060791,
                    0.006834176063537598,
                    0.006604800224304199,
                    0.006591487884521485,
                    0.0064982399940490725,
                    0.006812672138214112,
                    0.006621183872222901,
                    0.006740992069244385,
                    0.006543360233306885,
                    0.006628320217132568,
                    0.0065411200523376465,
                    0.006689792156219483,
                    0.006804480075836182,
                    0.0067420158386230465,
                    0.006676479816436768,
                    0.00665388822555542,
                    0.006511616230010986,
                    0.006511680126190186,
                    0.006738944053649902,
                    0.00653107213973999,
                    0.006710271835327148,
                    0.0063211522102355954,
                    0.006550496101379395,
                    0.006770688056945801,
                    0.007188479900360107,
                    0.0076871681213378906,
                    0.006532095909118653,
                    0.006249311923980713,
                    0.006394879817962646,
                    0.006433792114257812,
                    0.006209536075592041,
                    0.0060886721611022945,
                    0.006168575763702393,
                    0.006209536075592041,
                    0.006157311916351318,
                    0.005970943927764893,
                    0.006053887844085694,
                    0.006071296215057373,
                    0.005989376068115234,
                    0.006227968215942382,
                    0.0061561279296875,
                    0.006158336162567139,
                    0.006247424125671387,
                    0.006199488162994385,
                    0.0060293121337890625,
                    0.006401023864746094
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 152.64612842939553
            },
            "energy": null,
            "efficiency": null
        }
    }
}