{
    "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": {},
            "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",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.285632,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1049.616384,
                "max_global_vram": 1353.187328,
                "max_process_vram": 0.0,
                "max_reserved": 713.03168,
                "max_allocated": 509.62176
            },
            "latency": {
                "unit": "s",
                "count": 74,
                "total": 0.48662233734130855,
                "mean": 0.006575977531639305,
                "stdev": 0.0004507876889339963,
                "p50": 0.006299728155136108,
                "p90": 0.00721824312210083,
                "p95": 0.007310179328918457,
                "p99": 0.007550204114913939,
                "values": [
                    0.007724095821380615,
                    0.007085792064666748,
                    0.0072737598419189455,
                    0.007263423919677735,
                    0.007199808120727539,
                    0.007177824020385742,
                    0.0074858880043029786,
                    0.007117055892944336,
                    0.007350240230560303,
                    0.006868512153625488,
                    0.006938784122467041,
                    0.007047520160675049,
                    0.006873472213745117,
                    0.00695030403137207,
                    0.006850560188293457,
                    0.007131135940551757,
                    0.007056992053985595,
                    0.006959392070770264,
                    0.007288608074188232,
                    0.007370016098022461,
                    0.007022240161895752,
                    0.007137343883514404,
                    0.00705625581741333,
                    0.007024384021759033,
                    0.0066979842185974124,
                    0.006334144115447998,
                    0.00632803201675415,
                    0.006872992038726807,
                    0.006910751819610596,
                    0.007226143836975098,
                    0.007080575942993164,
                    0.006599040031433106,
                    0.006464096069335937,
                    0.006499328136444092,
                    0.006342112064361572,
                    0.006292704105377197,
                    0.0063376321792602535,
                    0.006172383785247803,
                    0.006135200023651123,
                    0.006134719848632813,
                    0.006122655868530273,
                    0.006218048095703125,
                    0.006244703769683838,
                    0.0062252159118652345,
                    0.006208320140838623,
                    0.006225535869598389,
                    0.006196896076202393,
                    0.006240384101867676,
                    0.006211008071899414,
                    0.006215295791625977,
                    0.00630675220489502,
                    0.006231904029846191,
                    0.0062171840667724606,
                    0.006192160129547119,
                    0.006175104141235351,
                    0.006200384140014648,
                    0.006225855827331543,
                    0.006210783958435059,
                    0.006166592121124268,
                    0.006174592018127442,
                    0.006181983947753906,
                    0.006200191974639893,
                    0.0062029118537902835,
                    0.006194079875946045,
                    0.006158527851104737,
                    0.0062073922157287595,
                    0.0061950721740722655,
                    0.006228544235229492,
                    0.006177792072296143,
                    0.006213247776031494,
                    0.006230432033538819,
                    0.0062391037940979005,
                    0.006140096187591553,
                    0.006162335872650146
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 304.13729219379286
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.71779894914806e-08,
                "ram": 4.2192845333411034e-08,
                "gpu": 1.5542220225973828e-07,
                "total": 2.747930370846299e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7278204.79448337
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1049.616384,
                "max_global_vram": 1353.187328,
                "max_process_vram": 0.0,
                "max_reserved": 713.03168,
                "max_allocated": 509.845504
            },
            "latency": {
                "unit": "s",
                "count": 74,
                "total": 0.5139310083389282,
                "mean": 0.006945013626201733,
                "stdev": 0.0004395336843904851,
                "p50": 0.006672399997711182,
                "p90": 0.007557283067703247,
                "p95": 0.007673992133140564,
                "p99": 0.007833182640075683,
                "values": [
                    0.007463615894317627,
                    0.007811935901641845,
                    0.007668672084808349,
                    0.00768387222290039,
                    0.007473887920379639,
                    0.007621024131774902,
                    0.007553631782531738,
                    0.007836639881134033,
                    0.007493855953216552,
                    0.007323040008544922,
                    0.007411007881164551,
                    0.007558847904205322,
                    0.007368192195892334,
                    0.007235104084014892,
                    0.007280352115631103,
                    0.007397408008575439,
                    0.007268447875976563,
                    0.007437695980072021,
                    0.007559936046600341,
                    0.00783190393447876,
                    0.00739299201965332,
                    0.007432096004486084,
                    0.007342527866363526,
                    0.0073935680389404295,
                    0.007378367900848388,
                    0.006698080062866211,
                    0.007102015972137451,
                    0.007311391830444336,
                    0.007416031837463379,
                    0.007160672187805176,
                    0.00737391996383667,
                    0.006882880210876465,
                    0.006798495769500732,
                    0.006808383941650391,
                    0.0067067198753356936,
                    0.006719808101654053,
                    0.006489120006561279,
                    0.006579808235168457,
                    0.006506752014160156,
                    0.0065008320808410645,
                    0.006496767997741699,
                    0.006581600189208984,
                    0.006558752059936524,
                    0.006570464134216309,
                    0.006598144054412842,
                    0.006596320152282715,
                    0.006570847988128662,
                    0.0065598077774047855,
                    0.006596096038818359,
                    0.006585472106933594,
                    0.006684127807617187,
                    0.006561439990997314,
                    0.006584479808807373,
                    0.006646368026733398,
                    0.0065933442115783695,
                    0.006563968181610107,
                    0.006544735908508301,
                    0.00663318395614624,
                    0.006600192070007324,
                    0.0065780158042907716,
                    0.006558176040649414,
                    0.006536096096038818,
                    0.0065576000213623045,
                    0.006660672187805175,
                    0.006572000026702881,
                    0.006560448169708252,
                    0.006607967853546143,
                    0.006562304019927978,
                    0.006631040096282959,
                    0.006599167823791504,
                    0.006554880142211914,
                    0.006549791812896728,
                    0.006527840137481689,
                    0.006475359916687012
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 143.98819841436446
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.305081965990397e-08,
                "ram": 3.958120297018232e-08,
                "gpu": 1.7985584374026344e-07,
                "total": 2.9248786637034973e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3418945.245180853
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 74,
                "total": 0.4805845131874085,
                "mean": 0.0064943853133433566,
                "stdev": 0.0003748631868526816,
                "p50": 0.006271487951278687,
                "p90": 0.007012044858932495,
                "p95": 0.00713600013256073,
                "p99": 0.007274291386604309,
                "values": [
                    0.006936575889587402,
                    0.007189504146575928,
                    0.007134208202362061,
                    0.007139328002929687,
                    0.0069212160110473635,
                    0.007087103843688965,
                    0.0070348801612854,
                    0.007304192066192627,
                    0.006941696166992187,
                    0.006808576107025147,
                    0.006889472007751465,
                    0.007024640083312988,
                    0.006819839954376221,
                    0.006686719894409179,
                    0.006761472225189209,
                    0.0068618240356445315,
                    0.006749184131622315,
                    0.006904831886291504,
                    0.006982656002044678,
                    0.007263232231140137,
                    0.006886367797851563,
                    0.006788095951080322,
                    0.006833151817321777,
                    0.006889408111572266,
                    0.006947840213775635,
                    0.0062791681289672855,
                    0.006604800224304199,
                    0.006796288013458252,
                    0.006894591808319092,
                    0.00672870397567749,
                    0.006910975933074951,
                    0.006483903884887695,
                    0.006401023864746094,
                    0.00637440013885498,
                    0.006316031932830811,
                    0.006325247764587402,
                    0.006100992202758789,
                    0.006177792072296143,
                    0.006112256050109863,
                    0.006115327835083008,
                    0.006113279819488526,
                    0.006196224212646485,
                    0.006171648025512695,
                    0.0061849279403686525,
                    0.006211584091186524,
                    0.0061931519508361815,
                    0.00617574405670166,
                    0.006161407947540283,
                    0.00619212818145752,
                    0.006199295997619629,
                    0.006283199787139893,
                    0.006168575763702393,
                    0.006166528224945069,
                    0.0062494721412658695,
                    0.006194176197052002,
                    0.006178815841674804,
                    0.006145023822784424,
                    0.006208479881286621,
                    0.006203392028808594,
                    0.006182911872863769,
                    0.006162432193756104,
                    0.006147071838378906,
                    0.006146111965179443,
                    0.0062638077735900875,
                    0.00617574405670166,
                    0.0061645121574401855,
                    0.006220799922943115,
                    0.006139904022216797,
                    0.006236192226409912,
                    0.006213600158691406,
                    0.006169600009918213,
                    0.006162432193756104,
                    0.006112256050109863,
                    0.006082560062408447
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 153.9791607290995
            },
            "energy": null,
            "efficiency": null
        }
    }
}