{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.25696,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.220-209.869.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": "4.43.4",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 720.85504,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.2044072265625,
                "mean": 7.2044072265625,
                "stdev": 0.0,
                "p50": 7.2044072265625,
                "p90": 7.2044072265625,
                "p95": 7.2044072265625,
                "p99": 7.2044072265625,
                "values": [
                    7.2044072265625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.86441775694047e-07,
                "ram": 5.242215130710883e-07,
                "gpu": 1.6397235339999684e-06,
                "total": 3.150386822765104e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1021.616128,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 78,
                "total": 0.49380828857421855,
                "mean": 0.006330875494541265,
                "stdev": 0.000339561970161911,
                "p50": 0.0062498881816864015,
                "p90": 0.006526764678955078,
                "p95": 0.006782406377792351,
                "p99": 0.007615727739334107,
                "values": [
                    0.007710912227630615,
                    0.007587296009063721,
                    0.006355391979217529,
                    0.006140511989593506,
                    0.006133088111877441,
                    0.006301951885223389,
                    0.006136127948760986,
                    0.006118527889251709,
                    0.006081823825836182,
                    0.0064340801239013675,
                    0.007573440074920655,
                    0.006445663928985596,
                    0.006392767906188965,
                    0.006225247859954834,
                    0.006214303970336914,
                    0.00615718412399292,
                    0.0061411199569702144,
                    0.00611187219619751,
                    0.0064810881614685055,
                    0.006140160083770752,
                    0.006100512027740478,
                    0.006110943794250488,
                    0.006074944019317627,
                    0.00606547212600708,
                    0.006056159973144531,
                    0.006095359802246094,
                    0.006109471797943115,
                    0.006108704090118408,
                    0.006097472190856933,
                    0.006085343837738037,
                    0.006067647933959961,
                    0.006057536125183106,
                    0.006066688060760498,
                    0.006061535835266113,
                    0.0061140480041503905,
                    0.006126143932342529,
                    0.0062306241989135746,
                    0.006093760013580322,
                    0.006096928119659424,
                    0.006095871925354004,
                    0.006071455955505371,
                    0.006114175796508789,
                    0.006068448066711426,
                    0.0061214079856872555,
                    0.006269152164459228,
                    0.006148352146148682,
                    0.0061437439918518065,
                    0.006087007999420166,
                    0.0061296639442443845,
                    0.006601888179779053,
                    0.006454207897186279,
                    0.006399040222167969,
                    0.0063836159706115725,
                    0.006437888145446777,
                    0.006394720077514649,
                    0.006365119934082031,
                    0.006388800144195557,
                    0.006365664005279541,
                    0.006594367980957031,
                    0.00754640007019043,
                    0.006647583961486817,
                    0.006532095909118653,
                    0.006524479866027832,
                    0.006513760089874267,
                    0.006452127933502198,
                    0.006506688117980957,
                    0.006376543998718262,
                    0.006394368171691894,
                    0.006405439853668213,
                    0.0064143362045288085,
                    0.0063487358093261715,
                    0.006420159816741943,
                    0.006389344215393066,
                    0.006351776123046875,
                    0.0064774398803710935,
                    0.006425087928771973,
                    0.006393631935119629,
                    0.006351840019226074
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 315.91207278116275
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.719459381313284e-08,
                "ram": 4.220529313630199e-08,
                "gpu": 1.5252717829870057e-07,
                "total": 2.719270652481354e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7354913.341101172
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1037.529088,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 78,
                "total": 0.5120302715301516,
                "mean": 0.006564490660642966,
                "stdev": 0.0002503599733800698,
                "p50": 0.006454240083694458,
                "p90": 0.006870870590209961,
                "p95": 0.006938398432731628,
                "p99": 0.007315908813476565,
                "values": [
                    0.007774335861206055,
                    0.0067740159034729,
                    0.006423808097839355,
                    0.006405951976776123,
                    0.006383135795593262,
                    0.006388192176818848,
                    0.0063482561111450194,
                    0.006364799976348877,
                    0.006590816020965576,
                    0.006876448154449463,
                    0.006923840045928955,
                    0.006625279903411865,
                    0.006458752155303955,
                    0.00643881607055664,
                    0.006462399959564209,
                    0.006408959865570068,
                    0.006370528221130371,
                    0.006868480205535888,
                    0.006518432140350342,
                    0.006359263896942139,
                    0.006326335906982422,
                    0.006356544017791748,
                    0.006351615905761719,
                    0.006449728012084961,
                    0.00636352014541626,
                    0.0063567042350769045,
                    0.006318624019622803,
                    0.0063396477699279785,
                    0.006361216068267822,
                    0.006353184223175049,
                    0.00635097599029541,
                    0.006352511882781983,
                    0.006438528060913086,
                    0.006372384071350098,
                    0.006328320026397705,
                    0.006343711853027343,
                    0.006325920104980468,
                    0.0063281598091125485,
                    0.006362527847290039,
                    0.006350207805633545,
                    0.00634716796875,
                    0.0064083199501037596,
                    0.006353375911712647,
                    0.006420224189758301,
                    0.006348800182342529,
                    0.006331967830657959,
                    0.006393184185028076,
                    0.006415296077728272,
                    0.006396448135375977,
                    0.006650271892547607,
                    0.006794079780578614,
                    0.006700895786285401,
                    0.006670752048492432,
                    0.006668352127075196,
                    0.006701600074768066,
                    0.006728799819946289,
                    0.006643231868743897,
                    0.006912415981292725,
                    0.007058335781097412,
                    0.007178976058959961,
                    0.006764095783233642,
                    0.0068000640869140625,
                    0.006895584106445312,
                    0.0067309122085571285,
                    0.006622079849243164,
                    0.0066613759994506834,
                    0.006669407844543457,
                    0.006638559818267822,
                    0.006734272003173828,
                    0.006654911994934082,
                    0.006639904022216797,
                    0.006685056209564209,
                    0.006729087829589844,
                    0.0070208959579467775,
                    0.006688735961914063,
                    0.006684480190277099,
                    0.0066752638816833494,
                    0.006718207836151123
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 152.33474334809304
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.327917734544466e-08,
                "ram": 4.005736116330374e-08,
                "gpu": 1.4293367691649287e-07,
                "total": 2.5627021542524134e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3902131.187351025
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 78,
                "total": 0.4814469757080077,
                "mean": 0.006172397124461638,
                "stdev": 0.00023019383444452336,
                "p50": 0.006074879884719849,
                "p90": 0.006426419115066528,
                "p95": 0.006515711951255798,
                "p99": 0.006876354360580446,
                "values": [
                    0.007233535766601563,
                    0.00637440013885498,
                    0.006046720027923584,
                    0.006030335903167725,
                    0.006000639915466309,
                    0.006005760192871094,
                    0.005975039958953857,
                    0.005966847896575928,
                    0.006140927791595459,
                    0.006415359973907471,
                    0.00648089599609375,
                    0.006244351863861084,
                    0.006082560062408447,
                    0.006057983875274659,
                    0.006074368000030517,
                    0.00597811222076416,
                    0.005989376068115234,
                    0.006452223777770996,
                    0.006130688190460205,
                    0.005979135990142822,
                    0.005946368217468262,
                    0.005962751865386963,
                    0.005980160236358643,
                    0.00607539176940918,
                    0.005991424083709717,
                    0.005984255790710449,
                    0.005945343971252442,
                    0.005967872142791748,
                    0.005971968173980713,
                    0.005973983764648438,
                    0.005967872142791748,
                    0.005981184005737304,
                    0.0060661759376525876,
                    0.0059955201148986816,
                    0.005956607818603516,
                    0.005966847896575928,
                    0.005942272186279297,
                    0.005949471950531006,
                    0.005964799880981446,
                    0.00597811222076416,
                    0.005974016189575195,
                    0.006036511898040772,
                    0.005980160236358643,
                    0.006045695781707764,
                    0.005963776111602783,
                    0.005959680080413818,
                    0.00601907205581665,
                    0.0060405759811401364,
                    0.006023168087005615,
                    0.006264832019805908,
                    0.006363103866577149,
                    0.006316031932830811,
                    0.006285312175750732,
                    0.006270976066589356,
                    0.006315008163452148,
                    0.006340608119964599,
                    0.006251520156860352,
                    0.006458367824554443,
                    0.006602752208709717,
                    0.00676966381072998,
                    0.006377503871917724,
                    0.006404096126556396,
                    0.006500351905822754,
                    0.006343679904937744,
                    0.006238207817077636,
                    0.006252543926239014,
                    0.006284287929534912,
                    0.006254591941833496,
                    0.006335487842559814,
                    0.006264832019805908,
                    0.006253568172454834,
                    0.006284287929534912,
                    0.006322175979614258,
                    0.006620160102844238,
                    0.006296576023101807,
                    0.006288415908813476,
                    0.0062863359451293946,
                    0.006331391811370849
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 162.01161069771916
            },
            "energy": null,
            "efficiency": null
        }
    }
}