{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+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": 2,
                "sequence_length": 16
            },
            "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": 66697.248768,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.228-219.884.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": "0.5.0.dev0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.11",
            "timm_commit": null,
            "peft_version": "0.13.2",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 823.86944,
                "max_global_vram": 1362.624512,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.05421875381469726
                ],
                "count": 1,
                "total": 0.05421875381469726,
                "mean": 0.05421875381469726,
                "p50": 0.05421875381469726,
                "p90": 0.05421875381469726,
                "p95": 0.05421875381469726,
                "p99": 0.05421875381469726,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1275.457536,
                "max_global_vram": 1379.401728,
                "max_process_vram": 0.0,
                "max_reserved": 731.906048,
                "max_allocated": 538.394112
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.0073408961296081545,
                    0.007253407955169678,
                    0.0072056961059570315,
                    0.007249855995178222,
                    0.007231647968292236,
                    0.007213471889495849,
                    0.007209375858306884,
                    0.007197824001312256,
                    0.00721295976638794,
                    0.007214752197265625,
                    0.007193888187408447,
                    0.007167520046234131,
                    0.007180287837982178,
                    0.007249631881713867,
                    0.0071877760887146,
                    0.007193727970123291,
                    0.007517568111419678,
                    0.007254816055297851,
                    0.007189824104309082,
                    0.007206240177154541,
                    0.007682047843933106,
                    0.007570432186126709,
                    0.00760591983795166,
                    0.0076146240234375,
                    0.007601312160491943,
                    0.007568511962890625,
                    0.007202335834503174,
                    0.007216383934020996,
                    0.007207583904266357,
                    0.007181056022644043,
                    0.0071664958000183104,
                    0.0071907520294189455,
                    0.007144991874694824,
                    0.0072013759613037106,
                    0.007199103832244873,
                    0.00719488000869751,
                    0.007762720108032226,
                    0.0077116799354553225,
                    0.007810368061065674,
                    0.007835391998291016,
                    0.007855648040771485,
                    0.008012479782104492,
                    0.007297056198120117,
                    0.007229951858520508,
                    0.007198016166687012,
                    0.00718943977355957,
                    0.007135776042938233,
                    0.007170559883117676,
                    0.007185376167297363,
                    0.007193183898925782,
                    0.007199488162994385,
                    0.007297376155853272,
                    0.007589407920837402,
                    0.007603392124176025,
                    0.008162591934204102,
                    0.007820096015930176,
                    0.007224575996398926,
                    0.007199391841888427,
                    0.007172031879425049,
                    0.00722208023071289,
                    0.007154687881469727,
                    0.007175456047058106,
                    0.007255712032318115,
                    0.007219808101654053,
                    0.007202400207519531,
                    0.007248288154602051,
                    0.007225632190704346,
                    0.00716428804397583,
                    0.007150207996368408
                ],
                "count": 69,
                "total": 0.5060935363769532,
                "mean": 0.007334688932999322,
                "p50": 0.007213471889495849,
                "p90": 0.007721887969970704,
                "p95": 0.00782927360534668,
                "p99": 0.008060515670776366,
                "stdev": 0.00024081697771896225,
                "stdev_": 3.2832609524244223
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 4362.829874901658
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.113494901175027e-08,
                "ram": 4.979798553221209e-08,
                "gpu": 1.957095582769244e-07,
                "total": 3.366424928208868e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 95056330.32792994
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1275.457536,
                "max_global_vram": 1379.401728,
                "max_process_vram": 0.0,
                "max_reserved": 731.906048,
                "max_allocated": 538.394624
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.007026847839355469,
                    0.007116320133209228,
                    0.007014431953430176,
                    0.006976384162902832,
                    0.006995999813079834,
                    0.007009376049041748,
                    0.006993184089660645,
                    0.006954016208648682,
                    0.007000864028930664,
                    0.006992191791534424,
                    0.006988063812255859,
                    0.006999040126800537,
                    0.006995391845703125,
                    0.007057184219360351,
                    0.006970655918121338,
                    0.006960031986236573,
                    0.007079103946685791,
                    0.006970719814300537,
                    0.007008575916290284,
                    0.006968287944793701,
                    0.007417376041412353,
                    0.0074254717826843265,
                    0.007419616222381592,
                    0.007436319828033448,
                    0.007446976184844971,
                    0.0074973440170288085,
                    0.006990560054779053,
                    0.006948192119598389,
                    0.006973311901092529,
                    0.0069721279144287105,
                    0.006969024181365966,
                    0.0069939842224121095,
                    0.007029024124145508,
                    0.0069855680465698245,
                    0.007023871898651123,
                    0.007683807849884033,
                    0.007620287895202637,
                    0.007754335880279541,
                    0.007587776184082031,
                    0.007522528171539307,
                    0.008129247665405273,
                    0.007604095935821533,
                    0.006992767810821534,
                    0.0069816322326660156,
                    0.006996384143829346,
                    0.006960224151611328,
                    0.007016511917114257,
                    0.006938240051269531,
                    0.006919167995452881,
                    0.007042463779449463,
                    0.006934336185455322,
                    0.007413407802581787,
                    0.007442368030548096,
                    0.007855711936950683,
                    0.007709440231323242,
                    0.007432864189147949,
                    0.006989759922027588,
                    0.006980031967163086,
                    0.007008863925933838,
                    0.0069433279037475586,
                    0.006987808227539062,
                    0.007007999897003174,
                    0.006951519966125488,
                    0.006992095947265625,
                    0.006963615894317627,
                    0.00699513578414917,
                    0.006975103855133056,
                    0.007006080150604248,
                    0.00697599983215332
                ],
                "count": 69,
                "total": 0.49292038345336914,
                "mean": 0.007143773673237234,
                "p50": 0.006996384143829346,
                "p90": 0.007591040134429931,
                "p95": 0.007699187278747559,
                "p99": 0.00794324337005615,
                "stdev": 0.0002765757734173721,
                "stdev_": 3.871564050993241
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 279.9640766185823
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.656843080045014e-08,
                "ram": 4.183852251329951e-08,
                "gpu": 1.5798790777941394e-07,
                "total": 2.763948610931637e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7236024.548683144
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "values": [
                    0.006670335769653321,
                    0.006758399963378906,
                    0.006658016204833984,
                    0.006619135856628418,
                    0.006639616012573242,
                    0.006653952121734619,
                    0.006635519981384277,
                    0.006597631931304931,
                    0.006611904144287109,
                    0.006633471965789795,
                    0.006632448196411133,
                    0.006633471965789795,
                    0.0066406397819519045,
                    0.006685696125030518,
                    0.006606847763061524,
                    0.006603775978088379,
                    0.006717440128326416,
                    0.006616064071655273,
                    0.006653952121734619,
                    0.006602752208709717,
                    0.007014400005340577,
                    0.007048192024230957,
                    0.00704204797744751,
                    0.007050240039825439,
                    0.007030784130096435,
                    0.007116799831390381,
                    0.006627295970916748,
                    0.006595583915710449,
                    0.0066078720092773435,
                    0.0065771517753601075,
                    0.006603775978088379,
                    0.006623231887817383,
                    0.0066641921997070315,
                    0.0066304001808166506,
                    0.0066641921997070315,
                    0.00729804801940918,
                    0.007233535766601563,
                    0.007366623878479004,
                    0.0071833600997924804,
                    0.007116799831390381,
                    0.007683072090148926,
                    0.007217152118682861,
                    0.006636544227600098,
                    0.006592512130737305,
                    0.006636544227600098,
                    0.006603775978088379,
                    0.006659071922302246,
                    0.006583263874053955,
                    0.006564864158630371,
                    0.006683648109436035,
                    0.006575104236602783,
                    0.007035903930664063,
                    0.007066624164581299,
                    0.007378943920135498,
                    0.007316480159759522,
                    0.0070594558715820314,
                    0.006632512092590332,
                    0.006592512130737305,
                    0.006649856090545654,
                    0.00658841609954834,
                    0.006631423950195312,
                    0.006651904106140137,
                    0.006595583915710449,
                    0.006624224185943603,
                    0.006606847763061524,
                    0.006639616012573242,
                    0.0065781760215759275,
                    0.006635519981384277,
                    0.006604800224304199
                ],
                "count": 69,
                "total": 0.46728995370864873,
                "mean": 0.006772318169690561,
                "p50": 0.006636544227600098,
                "p90": 0.0071901185035705565,
                "p95": 0.007309107303619384,
                "p99": 0.007476264934539793,
                "stdev": 0.00025982003961863,
                "stdev_": 3.836500783165384
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 295.31985206350447
            },
            "energy": null,
            "efficiency": null
        }
    }
}