{
    "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",
            "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": "6fd377459e287bb09e9383ba2516b1b2a271a562",
            "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": 1047.535616,
                "max_global_vram": 1118.416896,
                "max_process_vram": 265612.439552,
                "max_reserved": 725.614592,
                "max_allocated": 512.832512
            },
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.501284252166748,
                "mean": 0.00864283193390945,
                "stdev": 0.0006630042210832898,
                "p50": 0.00841030502319336,
                "p90": 0.009131984901428223,
                "p95": 0.009151904249191283,
                "p99": 0.010536824684143065,
                "values": [
                    0.012341577529907227,
                    0.008249106407165528,
                    0.008205586433410645,
                    0.008510065078735352,
                    0.008168306350708008,
                    0.00813870620727539,
                    0.00814478588104248,
                    0.008347504615783692,
                    0.008314226150512695,
                    0.008157585144042969,
                    0.008179025650024414,
                    0.008336146354675293,
                    0.008338226318359374,
                    0.008473105430603027,
                    0.008083986282348634,
                    0.008072465896606444,
                    0.008089105606079101,
                    0.00825390625,
                    0.008062545776367187,
                    0.00826958465576172,
                    0.008206066131591796,
                    0.008076465606689454,
                    0.008078226089477539,
                    0.008128786087036132,
                    0.008085745811462403,
                    0.008067505836486816,
                    0.008081746101379395,
                    0.008112626075744629,
                    0.00806558609008789,
                    0.00809134578704834,
                    0.008074706077575683,
                    0.008296785354614257,
                    0.009116144180297851,
                    0.008836785316467284,
                    0.009108624458312987,
                    0.009090383529663086,
                    0.009123663902282714,
                    0.009126705169677734,
                    0.009103504180908203,
                    0.009106863975524902,
                    0.009076784133911133,
                    0.009124943733215332,
                    0.009096464157104493,
                    0.009117584228515625,
                    0.009083024978637695,
                    0.009175344467163086,
                    0.009098223686218262,
                    0.009106063842773437,
                    0.009147824287414551,
                    0.009149744033813476,
                    0.009144304275512695,
                    0.009124943733215332,
                    0.009107024192810058,
                    0.009164145469665527,
                    0.00878990364074707,
                    0.008793265342712402,
                    0.00851662540435791,
                    0.008754224777221679
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 231.40563362723302
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1047.535616,
                "max_global_vram": 1118.408704,
                "max_process_vram": 281294.352384,
                "max_reserved": 725.614592,
                "max_allocated": 513.056256
            },
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.502205677986145,
                "mean": 0.008658718585968018,
                "stdev": 0.0004390677993088848,
                "p50": 0.008537344932556153,
                "p90": 0.00916436767578125,
                "p95": 0.009191783714294435,
                "p99": 0.009239040069580078,
                "values": [
                    0.008550225257873535,
                    0.008258384704589844,
                    0.008178385734558105,
                    0.00839118480682373,
                    0.008186705589294433,
                    0.00817614459991455,
                    0.008775505065917968,
                    0.008520625114440917,
                    0.00817486572265625,
                    0.008344945907592773,
                    0.008227825164794922,
                    0.008235344886779785,
                    0.008263344764709473,
                    0.008161106109619141,
                    0.008136305809020996,
                    0.00826958465576172,
                    0.008114066123962402,
                    0.008377264976501465,
                    0.008123826026916504,
                    0.008329265594482422,
                    0.008115345001220704,
                    0.00812398624420166,
                    0.008208786010742188,
                    0.008433904647827149,
                    0.008128625869750977,
                    0.008107665061950684,
                    0.008900625228881836,
                    0.008307825088500977,
                    0.008337586402893067,
                    0.00814478588104248,
                    0.008128786087036132,
                    0.009188783645629884,
                    0.009213583946228027,
                    0.009156304359436035,
                    0.009141743659973145,
                    0.009166383743286132,
                    0.009109265327453613,
                    0.009139663696289062,
                    0.00914078426361084,
                    0.009110063552856444,
                    0.009272784233093261,
                    0.009163503646850585,
                    0.00914254379272461,
                    0.009139823913574218,
                    0.009128144264221191,
                    0.009150223731994629,
                    0.009170063972473145,
                    0.009208784103393555,
                    0.009140144348144532,
                    0.00909102439880371,
                    0.009136783599853515,
                    0.009139823913574218,
                    0.009120784759521484,
                    0.008986543655395508,
                    0.008934544563293458,
                    0.008853424072265624,
                    0.008802864074707031,
                    0.00852446460723877
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 115.49053016003558
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 57,
                "total": 0.9844515552520751,
                "mean": 0.017271079916703073,
                "stdev": 0.0008708116033835836,
                "p50": 0.016969249725341796,
                "p90": 0.018308320236206054,
                "p95": 0.018355776596069337,
                "p99": 0.018384454040527343,
                "values": [
                    0.01654429054260254,
                    0.016426851272583008,
                    0.01693404960632324,
                    0.016387811660766603,
                    0.016362850189208984,
                    0.01688717269897461,
                    0.016969249725341796,
                    0.016526531219482422,
                    0.016527332305908204,
                    0.016434051513671874,
                    0.01661293029785156,
                    0.016646371841430665,
                    0.01666813087463379,
                    0.01623549270629883,
                    0.016393571853637694,
                    0.01622669219970703,
                    0.016660451889038086,
                    0.01622093200683594,
                    0.016595651626586914,
                    0.0163847713470459,
                    0.01622669219970703,
                    0.016274852752685545,
                    0.016635011672973633,
                    0.016248931884765627,
                    0.01619997215270996,
                    0.01701388931274414,
                    0.01645197105407715,
                    0.01641853141784668,
                    0.016273252487182616,
                    0.016240291595458985,
                    0.017449247360229493,
                    0.01837628746032715,
                    0.018030847549438477,
                    0.018278047561645507,
                    0.01829452705383301,
                    0.018260128021240236,
                    0.018302528381347657,
                    0.01828220748901367,
                    0.018242368698120116,
                    0.018394847869873047,
                    0.01831884765625,
                    0.018272127151489258,
                    0.018294687271118163,
                    0.018232128143310548,
                    0.018360128402709962,
                    0.01829212760925293,
                    0.01835468864440918,
                    0.01829372787475586,
                    0.018306848526000976,
                    0.01831052780151367,
                    0.018298847198486328,
                    0.018263647079467774,
                    0.018207647323608397,
                    0.017730047225952148,
                    0.017725568771362304,
                    0.01730828857421875,
                    0.01734204864501953
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 57.90025897760381
            },
            "energy": null,
            "efficiency": null
        }
    }
}