{
    "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": "2d3261cf9b992810a685ce736f41254a91cd091e",
            "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": 1051.090944,
                "max_global_vram": 1118.416896,
                "max_process_vram": 290114.256896,
                "max_reserved": 725.614592,
                "max_allocated": 512.832512
            },
            "latency": {
                "unit": "s",
                "count": 54,
                "total": 0.5035227260589599,
                "mean": 0.009324494927017776,
                "stdev": 0.00012499072583201882,
                "p50": 0.009297114372253418,
                "p90": 0.009389289855957031,
                "p95": 0.009443081665039063,
                "p99": 0.009848024396896362,
                "values": [
                    0.009654233932495117,
                    0.010066554069519043,
                    0.00927151393890381,
                    0.009409593582153321,
                    0.009305113792419434,
                    0.009389913558959961,
                    0.009332313537597656,
                    0.009276313781738281,
                    0.009352153778076171,
                    0.009259993553161622,
                    0.009387834548950195,
                    0.009263194084167481,
                    0.009308314323425293,
                    0.009505273818969727,
                    0.009255675315856934,
                    0.009265753746032715,
                    0.009267193794250488,
                    0.009357275009155274,
                    0.009327994346618653,
                    0.009250714302062988,
                    0.009294554710388184,
                    0.009211994171142579,
                    0.009367354393005371,
                    0.009259194374084472,
                    0.009275033950805664,
                    0.009364633560180665,
                    0.00928895378112793,
                    0.009270554542541503,
                    0.00927679443359375,
                    0.009392313957214356,
                    0.009357595443725586,
                    0.009308314323425293,
                    0.009350234031677247,
                    0.009282553672790527,
                    0.00933631420135498,
                    0.009259034156799316,
                    0.009315513610839843,
                    0.009325274467468262,
                    0.009260313987731934,
                    0.009278714179992676,
                    0.00920639419555664,
                    0.009344474792480469,
                    0.009349594116210938,
                    0.00927679443359375,
                    0.00931807518005371,
                    0.009335034370422364,
                    0.009291193962097167,
                    0.009240155220031738,
                    0.009259993553161622,
                    0.009299674034118653,
                    0.00923311424255371,
                    0.009259353637695313,
                    0.00921983528137207,
                    0.00930687427520752
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 214.48882922387452
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1051.090944,
                "max_global_vram": 1118.404608,
                "max_process_vram": 293054.595072,
                "max_reserved": 725.614592,
                "max_allocated": 513.056256
            },
            "latency": {
                "unit": "s",
                "count": 54,
                "total": 0.5102832021713258,
                "mean": 0.009449688929098624,
                "stdev": 0.0005274323502854653,
                "p50": 0.009367674350738524,
                "p90": 0.00946277780532837,
                "p95": 0.009495082473754883,
                "p99": 0.011572591323852535,
                "values": [
                    0.013187352180480958,
                    0.009492954254150391,
                    0.00937375545501709,
                    0.009384954452514648,
                    0.009463833808898927,
                    0.009368953704833984,
                    0.009427675247192383,
                    0.00934127426147461,
                    0.00944815444946289,
                    0.009446073532104492,
                    0.009311834335327148,
                    0.009356634140014648,
                    0.00945327377319336,
                    0.00946031379699707,
                    0.00939583396911621,
                    0.009321273803710938,
                    0.00943359375,
                    0.009332473754882813,
                    0.00937343406677246,
                    0.009296954154968262,
                    0.00941279411315918,
                    0.00946799373626709,
                    0.00930959415435791,
                    0.009366394996643067,
                    0.009316473960876466,
                    0.009369274139404297,
                    0.009499034881591796,
                    0.009378554344177246,
                    0.009443034172058105,
                    0.009302873611450196,
                    0.009352474212646485,
                    0.009303194046020508,
                    0.009391353607177735,
                    0.009379674911499023,
                    0.009322234153747559,
                    0.00934847354888916,
                    0.009301115036010742,
                    0.00937407398223877,
                    0.009304154396057128,
                    0.009346875190734863,
                    0.010140633583068848,
                    0.009349754333496094,
                    0.009365754127502441,
                    0.009259353637695313,
                    0.009347833633422852,
                    0.009370074272155762,
                    0.009258554458618165,
                    0.009356313705444336,
                    0.009246394157409668,
                    0.009381435394287109,
                    0.00927695369720459,
                    0.00933967399597168,
                    0.009374873161315918,
                    0.009255353927612304
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 105.82358927400024
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 53,
                "total": 0.9929819240570068,
                "mean": 0.0187355080010756,
                "stdev": 0.00019534394683177802,
                "p50": 0.01871358871459961,
                "p90": 0.01881390838623047,
                "p95": 0.01889909210205078,
                "p99": 0.019595571517944336,
                "values": [
                    0.01982894706726074,
                    0.018695188522338868,
                    0.018834388732910157,
                    0.01880622863769531,
                    0.01876430892944336,
                    0.01881582832336426,
                    0.018654388427734377,
                    0.01880046844482422,
                    0.018766067504882813,
                    0.018735187530517578,
                    0.01865182876586914,
                    0.01879326820373535,
                    0.018996147155761717,
                    0.018660947799682616,
                    0.018646387100219725,
                    0.018732147216796877,
                    0.01871358871459961,
                    0.018733108520507812,
                    0.018592788696289064,
                    0.01873390769958496,
                    0.018714548110961914,
                    0.018708467483520508,
                    0.01865966796875,
                    0.018616947174072265,
                    0.01877278709411621,
                    0.018816627502441407,
                    0.0186663875579834,
                    0.018767988204956055,
                    0.01871822738647461,
                    0.018731508255004883,
                    0.018657747268676757,
                    0.018774707794189452,
                    0.01869934844970703,
                    0.018675188064575195,
                    0.018657108306884766,
                    0.01864670753479004,
                    0.018728948593139647,
                    0.018580308914184572,
                    0.018688468933105468,
                    0.019380147933959962,
                    0.018726547241210936,
                    0.018744787216186522,
                    0.01856926727294922,
                    0.018696308135986328,
                    0.018741268157958985,
                    0.01858494758605957,
                    0.01862270736694336,
                    0.01854766845703125,
                    0.018717748641967773,
                    0.01854638862609863,
                    0.018635988235473633,
                    0.018630708694458008,
                    0.01860062789916992
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 53.37458690432041
            },
            "energy": null,
            "efficiency": null
        }
    }
}