{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "model": "openai-community/gpt2",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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": false,
            "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 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": "3e2eebdc0f80ae6deeb2e1faad3e889ed5a4df2d",
            "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": 1047.945216,
                "max_global_vram": 1118.425088,
                "max_process_vram": 285219.606528,
                "max_reserved": 725.614592,
                "max_allocated": 512.832512
            },
            "latency": {
                "unit": "s",
                "count": 53,
                "total": 0.5036106195449829,
                "mean": 0.009502087161226093,
                "stdev": 0.00043804482795613357,
                "p50": 0.009412053108215333,
                "p90": 0.00990225601196289,
                "p95": 0.010106701469421386,
                "p99": 0.01112758575439453,
                "values": [
                    0.011241152763366699,
                    0.009712530136108398,
                    0.0098778076171875,
                    0.009704211235046386,
                    0.009658611297607422,
                    0.009777809143066406,
                    0.009412053108215333,
                    0.009444533348083496,
                    0.009934927940368652,
                    0.009561652183532715,
                    0.009585811614990234,
                    0.009853487968444824,
                    0.009697810173034668,
                    0.009977486610412598,
                    0.009490612983703614,
                    0.009404053688049316,
                    0.009553972244262696,
                    0.009812369346618652,
                    0.01030052375793457,
                    0.00970436954498291,
                    0.009908368110656738,
                    0.009751568794250489,
                    0.009341014862060546,
                    0.009429813385009766,
                    0.009327415466308595,
                    0.009273015022277831,
                    0.00953477191925049,
                    0.009663411140441894,
                    0.009589971542358399,
                    0.011022754669189453,
                    0.00939621353149414,
                    0.009291093826293945,
                    0.009293014526367188,
                    0.009100216865539551,
                    0.009145016670227052,
                    0.009252215385437012,
                    0.009222775459289552,
                    0.009522932052612305,
                    0.009219735145568848,
                    0.009156856536865234,
                    0.009110297203063965,
                    0.009134615898132324,
                    0.009165976524353027,
                    0.00910789680480957,
                    0.009102135658264161,
                    0.00928837490081787,
                    0.009080698013305664,
                    0.009111256599426269,
                    0.0090811767578125,
                    0.009069018363952637,
                    0.009071896553039551,
                    0.009090136528015137,
                    0.009049178123474121
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 210.48007306869746
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1047.945216,
                "max_global_vram": 1118.437376,
                "max_process_vram": 297961.41056,
                "max_reserved": 725.614592,
                "max_allocated": 513.056256
            },
            "latency": {
                "unit": "s",
                "count": 53,
                "total": 0.5056981067657471,
                "mean": 0.009541473712561267,
                "stdev": 0.00033700349040542775,
                "p50": 0.009443572998046875,
                "p90": 0.009963534545898437,
                "p95": 0.010009070205688477,
                "p99": 0.01028773567199707,
                "values": [
                    0.009618290901184082,
                    0.0100134859085083,
                    0.009870448112487794,
                    0.009876208305358887,
                    0.009913647651672363,
                    0.009635411262512206,
                    0.009533652305603027,
                    0.009903887748718261,
                    0.009909646987915039,
                    0.009422133445739746,
                    0.009950286865234375,
                    0.009965646743774413,
                    0.009965486526489258,
                    0.009852048873901367,
                    0.009464853286743164,
                    0.009656370162963867,
                    0.009588211059570313,
                    0.010401802062988281,
                    0.010182443618774415,
                    0.0099094877243042,
                    0.009947406768798827,
                    0.009559412002563477,
                    0.009443572998046875,
                    0.009431254386901856,
                    0.009312053680419922,
                    0.009399092674255372,
                    0.009955726623535156,
                    0.009660210609436035,
                    0.010006126403808593,
                    0.009628371238708496,
                    0.009351094245910645,
                    0.009353653907775879,
                    0.009252055168151856,
                    0.009181495666503905,
                    0.009159735679626465,
                    0.00918021583557129,
                    0.009355733871459961,
                    0.009416852951049805,
                    0.009252535820007323,
                    0.009190936088562012,
                    0.009895567893981933,
                    0.00922757625579834,
                    0.009196056365966796,
                    0.00919429588317871,
                    0.009196696281433105,
                    0.009180855751037598,
                    0.00917525577545166,
                    0.009177495956420898,
                    0.009215255737304688,
                    0.009157336235046387,
                    0.009141176223754884,
                    0.009141817092895507,
                    0.009127735137939453
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 104.8056128565872
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 52,
                "total": 0.9908806209564208,
                "mean": 0.01905539655685425,
                "stdev": 0.0006711370669764621,
                "p50": 0.019016024589538574,
                "p90": 0.019906879997253418,
                "p95": 0.020018814277648924,
                "p99": 0.0208063881111145,
                "values": [
                    0.019712575912475584,
                    0.01983353614807129,
                    0.01962313652038574,
                    0.019625858306884767,
                    0.019522979736328126,
                    0.019015304565429686,
                    0.019295459747314454,
                    0.01993097686767578,
                    0.019117544174194336,
                    0.01947050094604492,
                    0.019885856628417967,
                    0.01972185516357422,
                    0.019909215927124024,
                    0.01905962371826172,
                    0.01906074333190918,
                    0.01921210479736328,
                    0.020126171112060547,
                    0.020578168869018556,
                    0.019679935455322265,
                    0.019928415298461913,
                    0.019450019836425782,
                    0.018831466674804686,
                    0.0188997859954834,
                    0.01873114776611328,
                    0.018707788467407227,
                    0.019455299377441407,
                    0.019393220901489257,
                    0.01938249969482422,
                    0.021043922424316405,
                    0.018823787689208983,
                    0.018671947479248045,
                    0.018598989486694337,
                    0.018302671432495116,
                    0.01835147285461426,
                    0.01845979118347168,
                    0.018589708328247072,
                    0.01901674461364746,
                    0.01851083183288574,
                    0.018396591186523436,
                    0.01903290367126465,
                    0.018389551162719727,
                    0.018405712127685547,
                    0.01833627128601074,
                    0.018326032638549806,
                    0.01850939178466797,
                    0.018281871795654298,
                    0.018341712951660157,
                    0.01833259201049805,
                    0.018268594741821288,
                    0.018245872497558595,
                    0.01827035140991211,
                    0.018212112426757812
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 52.47857198963927
            },
            "energy": null,
            "efficiency": null
        }
    }
}