{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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-5.10.223-212.873.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": "0.34.0",
            "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": 791.072768,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.36196826171875,
                "mean": 7.36196826171875,
                "stdev": 0.0,
                "p50": 7.36196826171875,
                "p90": 7.36196826171875,
                "p95": 7.36196826171875,
                "p99": 7.36196826171875,
                "values": [
                    7.36196826171875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0165625527780345e-06,
                "ram": 5.41433303116786e-07,
                "gpu": 1.6605568840001843e-06,
                "total": 3.2185527398950053e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1191.952384,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.4922538595199585,
                "mean": 0.006477024467367876,
                "stdev": 0.00032774161098666224,
                "p50": 0.006309391975402832,
                "p90": 0.006774208068847656,
                "p95": 0.0072180480957031255,
                "p99": 0.007596280217170716,
                "values": [
                    0.007860832214355469,
                    0.007508096218109131,
                    0.00748963212966919,
                    0.007494080066680908,
                    0.006888895988464355,
                    0.006349952220916748,
                    0.0063277120590209965,
                    0.006295936107635498,
                    0.0063656001091003415,
                    0.006361504077911377,
                    0.006302175998687744,
                    0.0062501120567321775,
                    0.006231488227844239,
                    0.006340288162231446,
                    0.006288832187652588,
                    0.0062849922180175785,
                    0.006297088146209716,
                    0.006305247783660889,
                    0.006290783882141113,
                    0.0062865281105041505,
                    0.006280128002166748,
                    0.006295392036437988,
                    0.006315616130828858,
                    0.00624396800994873,
                    0.006284543991088867,
                    0.006298431873321533,
                    0.006299647808074951,
                    0.0062623038291931155,
                    0.006584447860717773,
                    0.006949440002441406,
                    0.006778560161590576,
                    0.006702688217163086,
                    0.006616543769836425,
                    0.0066797761917114255,
                    0.00628380823135376,
                    0.0062638077735900875,
                    0.006292479991912842,
                    0.006319104194641113,
                    0.006284832000732422,
                    0.0062709121704101565,
                    0.0062800002098083495,
                    0.006338399887084961,
                    0.006295392036437988,
                    0.0062813439369201664,
                    0.006297887802124024,
                    0.006310431957244873,
                    0.00633190393447876,
                    0.006312032222747802,
                    0.0062921919822692875,
                    0.006246623992919922,
                    0.006285183906555176,
                    0.006713247776031494,
                    0.006596159934997558,
                    0.006629151821136475,
                    0.006615744113922119,
                    0.006680768013000488,
                    0.006643904209136963,
                    0.006598432064056397,
                    0.006645664215087891,
                    0.006576608180999756,
                    0.006601856231689453,
                    0.007127520084381104,
                    0.006769855976104736,
                    0.006272607803344726,
                    0.0064167361259460445,
                    0.006308351993560791,
                    0.006279232025146485,
                    0.006289343833923339,
                    0.006253280162811279,
                    0.006273920059204101,
                    0.006270080089569092,
                    0.006288832187652588,
                    0.006247392177581787,
                    0.006513440132141114,
                    0.0066462721824646,
                    0.006597856044769287
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 308.7837648408262
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.892425722957996e-08,
                "ram": 4.300645887905692e-08,
                "gpu": 1.5013624961589237e-07,
                "total": 2.7206696572452925e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7351131.346188577
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1210.298368,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.5169356474876403,
                "mean": 0.006801784835363689,
                "stdev": 0.0003572991233096181,
                "p50": 0.006617839813232422,
                "p90": 0.007117200136184693,
                "p95": 0.0075078001022338865,
                "p99": 0.008178991794586182,
                "values": [
                    0.008266592025756836,
                    0.007898240089416505,
                    0.007736927986145019,
                    0.008149791717529296,
                    0.006643775939941406,
                    0.006586463928222657,
                    0.0066208958625793455,
                    0.006611487865447998,
                    0.007431424140930175,
                    0.006620351791381836,
                    0.0066518402099609375,
                    0.006522560119628906,
                    0.006491231918334961,
                    0.006599552154541015,
                    0.006596127986907959,
                    0.006582240104675293,
                    0.0065641279220581055,
                    0.0065714879035949705,
                    0.006591072082519531,
                    0.006588064193725586,
                    0.0066072001457214355,
                    0.006690048217773438,
                    0.006606880187988281,
                    0.006604351997375488,
                    0.006694272041320801,
                    0.006563615798950195,
                    0.006605055809020996,
                    0.006615327835083008,
                    0.007038527965545654,
                    0.0071224641799926755,
                    0.0070024957656860355,
                    0.0070910401344299314,
                    0.006992415904998779,
                    0.0069209918975830075,
                    0.006681536197662354,
                    0.006594175815582275,
                    0.006589407920837402,
                    0.006559743881225586,
                    0.006579296112060547,
                    0.006602367877960205,
                    0.00662169599533081,
                    0.006547359943389892,
                    0.00653868818283081,
                    0.006565440177917481,
                    0.006612703800201416,
                    0.0065402560234069824,
                    0.006565951824188233,
                    0.0067066879272460935,
                    0.006613088130950928,
                    0.006591968059539795,
                    0.00686521577835083,
                    0.006963679790496826,
                    0.0069552321434021,
                    0.006938079833984375,
                    0.00699235200881958,
                    0.006949056148529053,
                    0.006975200176239014,
                    0.006952928066253662,
                    0.006947008132934571,
                    0.00694217586517334,
                    0.007210495948791504,
                    0.0072821760177612304,
                    0.006953216075897216,
                    0.006591008186340332,
                    0.0065972480773925785,
                    0.006580575942993164,
                    0.006555424213409424,
                    0.006632287979125976,
                    0.006597407817840576,
                    0.006565279960632324,
                    0.006573184013366699,
                    0.00659830379486084,
                    0.006657343864440918,
                    0.007111936092376709,
                    0.006995423793792725,
                    0.0069640960693359375
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 147.0202342774535
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.503042186493293e-08,
                "ram": 4.116874495469756e-08,
                "gpu": 1.469166575789161e-07,
                "total": 2.6311582439854656e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3800607.592819202
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 0.4863630719184875,
                "mean": 0.006399514104190625,
                "stdev": 0.0003208190283690651,
                "p50": 0.006235104084014892,
                "p90": 0.006692864179611206,
                "p95": 0.007076608061790467,
                "p99": 0.007602943897247315,
                "values": [
                    0.007709695816040039,
                    0.007349247932434082,
                    0.007201791763305664,
                    0.0075673599243164065,
                    0.006255616188049316,
                    0.006200319766998291,
                    0.006239264011383056,
                    0.0062269439697265625,
                    0.0070348801612854,
                    0.006239232063293457,
                    0.006269951820373535,
                    0.0061439361572265625,
                    0.006116352081298828,
                    0.006194176197052002,
                    0.006213632106781006,
                    0.006200319766998291,
                    0.00617571210861206,
                    0.006188032150268555,
                    0.006212607860565185,
                    0.006207488059997559,
                    0.006228991985321045,
                    0.006309887886047363,
                    0.006213632106781006,
                    0.0062259202003479,
                    0.006312992095947266,
                    0.006184959888458252,
                    0.006196224212646485,
                    0.006231040000915527,
                    0.006631423950195312,
                    0.006687744140625,
                    0.006603775978088379,
                    0.006675456047058105,
                    0.00659660816192627,
                    0.006525951862335205,
                    0.006301695823669433,
                    0.006213632106781006,
                    0.006211584091186524,
                    0.006180863857269287,
                    0.006168575763702393,
                    0.006221824169158936,
                    0.006239168167114258,
                    0.006168575763702393,
                    0.006161375999450684,
                    0.006189055919647217,
                    0.006228991985321045,
                    0.006162432193756104,
                    0.006187007904052734,
                    0.006308864116668702,
                    0.006223872184753418,
                    0.006212607860565185,
                    0.006465536117553711,
                    0.006554624080657959,
                    0.0065474557876586915,
                    0.006500351905822754,
                    0.006593535900115967,
                    0.006543360233306885,
                    0.0065771517753601075,
                    0.006543360233306885,
                    0.00653926420211792,
                    0.006529024124145508,
                    0.0067338237762451176,
                    0.006849535942077637,
                    0.0065177597999572755,
                    0.006200319766998291,
                    0.006217728137969971,
                    0.006189055919647217,
                    0.006161407947540283,
                    0.006250495910644531,
                    0.006216767787933349,
                    0.0061859841346740725,
                    0.006182911872863769,
                    0.00618393611907959,
                    0.006271999835968017,
                    0.0066979842185974124,
                    0.00659660816192627,
                    0.006561791896820069
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 156.2618635913569
            },
            "energy": null,
            "efficiency": null
        }
    }
}