{
    "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",
            "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": 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",
            "numactl": false,
            "numactl_kwargs": {},
            "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": "0.2.1",
            "optimum_benchmark_commit": "079be6729111d58c45eb7f4a60e984bbf86c5a81",
            "transformers_version": "4.41.0",
            "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": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1046.781952,
                "max_global_vram": 2087.60832,
                "max_process_vram": 250957.012992,
                "max_reserved": 725.614592,
                "max_allocated": 512.83456
            },
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.4878598279953004,
                "mean": 0.008411376344746558,
                "stdev": 0.000335659246535959,
                "p50": 0.008258796691894532,
                "p90": 0.009005708789825439,
                "p95": 0.009115996885299684,
                "p99": 0.009310135869979858,
                "values": [
                    0.009507037162780762,
                    0.009113596916198731,
                    0.008996156692504883,
                    0.008814396858215333,
                    0.008573436737060547,
                    0.008355357170104981,
                    0.008199677467346192,
                    0.008260796546936035,
                    0.00827183723449707,
                    0.00824079704284668,
                    0.008936957359313965,
                    0.008595836639404298,
                    0.00909455680847168,
                    0.008256796836853028,
                    0.008288477897644043,
                    0.008154237747192383,
                    0.008278556823730469,
                    0.008123996734619141,
                    0.008334237098693848,
                    0.008142236709594727,
                    0.008304476737976074,
                    0.00830623722076416,
                    0.00820639705657959,
                    0.008387196540832519,
                    0.008235197067260742,
                    0.008204636573791503,
                    0.00820303726196289,
                    0.008180477142333985,
                    0.008230237007141114,
                    0.008291996955871583,
                    0.008224957466125489,
                    0.008233277320861817,
                    0.008131357192993164,
                    0.008248637199401856,
                    0.008149436950683594,
                    0.00815999698638916,
                    0.008133597373962402,
                    0.008140637397766113,
                    0.008175677299499511,
                    0.008181917190551757,
                    0.008106717109680176,
                    0.009129596710205077,
                    0.008653917312622071,
                    0.008789437294006348,
                    0.008780476570129394,
                    0.008370077133178711,
                    0.008320157051086425,
                    0.008148476600646973,
                    0.009027997016906738,
                    0.009161596298217773,
                    0.008553756713867187,
                    0.00856335735321045,
                    0.00847391700744629,
                    0.008209917068481445,
                    0.00816927719116211,
                    0.00824079704284668,
                    0.008165596961975097,
                    0.008126397132873536
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 237.7732154677787
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1046.781952,
                "max_global_vram": 2087.612416,
                "max_process_vram": 236422.791168,
                "max_reserved": 725.614592,
                "max_allocated": 513.058304
            },
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.5247939004898071,
                "mean": 0.00904817069810012,
                "stdev": 0.0005784233082387742,
                "p50": 0.008878316879272461,
                "p90": 0.009516236877441407,
                "p95": 0.00965094780921936,
                "p99": 0.011073727779388427,
                "values": [
                    0.00964991569519043,
                    0.0095126371383667,
                    0.009524636268615723,
                    0.009307677268981934,
                    0.009149117469787598,
                    0.008857916831970215,
                    0.008831517219543457,
                    0.009102076530456542,
                    0.008966876983642577,
                    0.009296156883239747,
                    0.012877116203308106,
                    0.008692156791687012,
                    0.008693277359008789,
                    0.008922077178955079,
                    0.008842396736145019,
                    0.008777276992797851,
                    0.008774077415466309,
                    0.008837117195129394,
                    0.009004157066345215,
                    0.008696797370910645,
                    0.008761277198791504,
                    0.00870047664642334,
                    0.008863356590270996,
                    0.008881596565246582,
                    0.008791996955871581,
                    0.008836636543273926,
                    0.008900636672973633,
                    0.008734236717224121,
                    0.008759197235107421,
                    0.008787357330322265,
                    0.008971357345581054,
                    0.00881935691833496,
                    0.00891487693786621,
                    0.008904637336730957,
                    0.008903837203979493,
                    0.008920157432556152,
                    0.00887503719329834,
                    0.008727196693420411,
                    0.0089361572265625,
                    0.008832636833190919,
                    0.009114076614379883,
                    0.009656796455383301,
                    0.009274396896362305,
                    0.009487836837768555,
                    0.00957567596435547,
                    0.008851197242736817,
                    0.008911677360534668,
                    0.008838557243347167,
                    0.009713276863098145,
                    0.009351837158203124,
                    0.009197596549987794,
                    0.009141596794128418,
                    0.008846397399902345,
                    0.008721117019653321,
                    0.008614715576171874,
                    0.008798236846923829,
                    0.008780476570129394,
                    0.008781436920166016
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 110.51957720138655
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 57,
                "total": 0.9963178806304929,
                "mean": 0.017479261063692863,
                "stdev": 0.000791972800347937,
                "p50": 0.017149913787841798,
                "p90": 0.018351513290405273,
                "p95": 0.018730360412597655,
                "p99": 0.020292184906005855,
                "values": [
                    0.018714712142944335,
                    0.01849647331237793,
                    0.01809551239013672,
                    0.017779674530029297,
                    0.017302873611450196,
                    0.01720095443725586,
                    0.017321113586425782,
                    0.017299673080444337,
                    0.017564313888549805,
                    0.02188751220703125,
                    0.01749807357788086,
                    0.01784671401977539,
                    0.017089914321899415,
                    0.01721951484680176,
                    0.01702847480773926,
                    0.01709983444213867,
                    0.017045753479003906,
                    0.017307193756103515,
                    0.016957433700561523,
                    0.017049753189086914,
                    0.01705471420288086,
                    0.017022394180297853,
                    0.017360794067382813,
                    0.01703231430053711,
                    0.017149913787841798,
                    0.01707791328430176,
                    0.017048633575439454,
                    0.016995193481445313,
                    0.0171761531829834,
                    0.017135833740234373,
                    0.017111833572387696,
                    0.017062074661254884,
                    0.017202394485473633,
                    0.01707871437072754,
                    0.017205753326416016,
                    0.01706767463684082,
                    0.017022233963012695,
                    0.017122234344482422,
                    0.016991193771362306,
                    0.01714975357055664,
                    0.019038713455200196,
                    0.01790767288208008,
                    0.018228794097900392,
                    0.018254873275756835,
                    0.0175046329498291,
                    0.017117753982543945,
                    0.017069433212280275,
                    0.018792953491210938,
                    0.018573272705078126,
                    0.017871353149414064,
                    0.01785775375366211,
                    0.017505754470825197,
                    0.016960153579711913,
                    0.016807031631469727,
                    0.01690799331665039,
                    0.017050554275512695,
                    0.016995994567871094
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 57.21065646631683
            },
            "energy": null,
            "efficiency": null
        }
    }
}