{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1077.436416,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.007552
            },
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.49330476665496836,
                "mean": 0.00896917757554488,
                "stdev": 0.0004105828956469848,
                "p50": 0.008976608276367188,
                "p90": 0.009429792022705077,
                "p95": 0.009601888179779052,
                "p99": 0.009917103176116944,
                "values": [
                    0.010005887985229492,
                    0.009841471672058106,
                    0.009280799865722656,
                    0.009130559921264648,
                    0.008982303619384766,
                    0.008853407859802246,
                    0.008908160209655762,
                    0.009051775932312012,
                    0.008976608276367188,
                    0.0095250883102417,
                    0.009080384254455566,
                    0.00951734447479248,
                    0.009781087875366211,
                    0.00932953643798828,
                    0.009357343673706055,
                    0.00936563205718994,
                    0.009151935577392578,
                    0.009124287605285645,
                    0.009298208236694337,
                    0.009375871658325196,
                    0.009251839637756347,
                    0.009305248260498047,
                    0.00944540786743164,
                    0.008890848159790039,
                    0.00889907169342041,
                    0.008924896240234376,
                    0.009104351997375488,
                    0.009051199913024902,
                    0.009303744316101075,
                    0.008866527557373046,
                    0.008780223846435547,
                    0.008695903778076173,
                    0.00855187225341797,
                    0.009326784133911133,
                    0.009406368255615234,
                    0.009277695655822754,
                    0.008907679557800294,
                    0.00902889633178711,
                    0.008455167770385743,
                    0.008473504066467285,
                    0.008467071533203125,
                    0.008476127624511718,
                    0.008464320182800293,
                    0.008440447807312011,
                    0.008528127670288085,
                    0.008445568084716797,
                    0.00855561637878418,
                    0.008486271858215332,
                    0.00854371166229248,
                    0.008534912109375,
                    0.008393952369689942,
                    0.008437888145446777,
                    0.008448287963867188,
                    0.008522144317626953,
                    0.008675392150878907
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 222.98588506633504
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0483324850086148e-07,
                "ram": 5.7314553453426796e-08,
                "gpu": 1.8762797704424724e-07,
                "total": 3.4977577899853547e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 5717948.812025586
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1077.436416,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.4576
            },
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.5112034559249878,
                "mean": 0.009294608289545231,
                "stdev": 0.00046507313092237075,
                "p50": 0.009285856246948242,
                "p90": 0.009907603645324708,
                "p95": 0.00999760341644287,
                "p99": 0.010189241123199463,
                "values": [
                    0.010117152214050292,
                    0.010147392272949219,
                    0.00956326389312744,
                    0.009324671745300293,
                    0.009355135917663574,
                    0.00923798370361328,
                    0.009342528343200684,
                    0.009354111671447753,
                    0.00958790397644043,
                    0.009824095726013183,
                    0.009318079948425293,
                    0.009921248435974122,
                    0.010238368034362793,
                    0.009784704208374023,
                    0.009773440361022949,
                    0.009797087669372559,
                    0.009392800331115723,
                    0.009285856246948242,
                    0.009946368217468261,
                    0.009804384231567383,
                    0.009717951774597168,
                    0.009934207916259766,
                    0.009707136154174805,
                    0.00928435230255127,
                    0.00925715160369873,
                    0.009495583534240723,
                    0.009555839538574218,
                    0.00943286418914795,
                    0.009887136459350587,
                    0.00906332778930664,
                    0.009262944221496582,
                    0.008764703750610352,
                    0.009199392318725587,
                    0.009690367698669433,
                    0.009734016418457031,
                    0.009258720397949219,
                    0.009194463729858398,
                    0.009180895805358887,
                    0.008727295875549317,
                    0.008701536178588867,
                    0.008803872108459473,
                    0.008721216201782227,
                    0.00871116828918457,
                    0.008700799942016602,
                    0.0087042875289917,
                    0.00871110439300537,
                    0.008715359687805176,
                    0.00873423957824707,
                    0.008706239700317383,
                    0.008713215827941894,
                    0.008793055534362793,
                    0.00872428798675537,
                    0.00873852825164795,
                    0.008717472076416016,
                    0.008842144012451172
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 107.58925700234413
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0249066361635484e-07,
                "ram": 5.5831596856129535e-08,
                "gpu": 2.191970610592011e-07,
                "total": 3.7751932153168547e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 2648871.045706383
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 54,
                "total": 0.9863301143646239,
                "mean": 0.018265372488233775,
                "stdev": 0.0008394046828926431,
                "p50": 0.018305024147033694,
                "p90": 0.019244748687744142,
                "p95": 0.01942108144760132,
                "p99": 0.02005508577346802,
                "values": [
                    0.020031488418579102,
                    0.018955263137817382,
                    0.018531328201293946,
                    0.018338815689086914,
                    0.018153472900390624,
                    0.01827123260498047,
                    0.01845145606994629,
                    0.018534400939941405,
                    0.01941606330871582,
                    0.018469888687133788,
                    0.019430400848388672,
                    0.020081695556640626,
                    0.01914467239379883,
                    0.019135488510131835,
                    0.019182592391967773,
                    0.01862144088745117,
                    0.018456607818603515,
                    0.01926243209838867,
                    0.019195903778076173,
                    0.01902592086791992,
                    0.01925119972229004,
                    0.019200000762939453,
                    0.0182476806640625,
                    0.018183168411254884,
                    0.01839206314086914,
                    0.0187423038482666,
                    0.01849852752685547,
                    0.01922969627380371,
                    0.018052095413208007,
                    0.018034719467163087,
                    0.017571807861328125,
                    0.017649663925170898,
                    0.019070016860961915,
                    0.019194816589355467,
                    0.01864499282836914,
                    0.018149375915527344,
                    0.018226175308227538,
                    0.017238016128540038,
                    0.01720319938659668,
                    0.017289215087890625,
                    0.01722777557373047,
                    0.0172042236328125,
                    0.017168384552001953,
                    0.01725951957702637,
                    0.017176576614379883,
                    0.017275903701782228,
                    0.017266687393188478,
                    0.017285120010375975,
                    0.01724723243713379,
                    0.01723391914367676,
                    0.017188863754272463,
                    0.01722163200378418,
                    0.017242111206054688,
                    0.017572864532470703
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 54.74840442723969
            },
            "energy": null,
            "efficiency": null
        }
    }
}