{
    "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_type": "gpt2",
            "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": {},
            "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,
            "memory": true,
            "latency": 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": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 905.19552,
                "max_global_vram": 1011.740672,
                "max_process_vram": 44984.045568,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.11990087890625,
                "mean": 7.11990087890625,
                "stdev": 0.0,
                "p50": 7.11990087890625,
                "p90": 7.11990087890625,
                "p95": 7.11990087890625,
                "p99": 7.11990087890625,
                "values": [
                    7.11990087890625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1059.65568,
                "max_global_vram": 1106.128896,
                "max_process_vram": 270356.783104,
                "max_reserved": 725.614592,
                "max_allocated": 513.035264
            },
            "latency": {
                "unit": "s",
                "count": 64,
                "total": 0.510714337825775,
                "mean": 0.007979911528527738,
                "stdev": 0.0003424328952618756,
                "p50": 0.007769019603729247,
                "p90": 0.00869888916015625,
                "p95": 0.008734864807128906,
                "p99": 0.008822996349334715,
                "values": [
                    0.008939017295837402,
                    0.008715017318725586,
                    0.008661256790161134,
                    0.008228617668151856,
                    0.008113578796386718,
                    0.007948459148406983,
                    0.007991339206695557,
                    0.008092939376831055,
                    0.008062058448791504,
                    0.008107019424438476,
                    0.008263818740844727,
                    0.007724299907684327,
                    0.007682219028472901,
                    0.007860619068145752,
                    0.0077171001434326175,
                    0.007674859046936035,
                    0.007903018951416015,
                    0.007733419895172119,
                    0.008015499114990235,
                    0.007745258808135987,
                    0.007945259094238282,
                    0.008720776557922364,
                    0.008730377197265625,
                    0.008754857063293457,
                    0.007755819797515869,
                    0.007722219944000244,
                    0.00795005989074707,
                    0.0077868599891662595,
                    0.007728940010070801,
                    0.0077274999618530274,
                    0.007879979133605957,
                    0.007721418857574463,
                    0.007732139110565185,
                    0.007738379001617432,
                    0.007721259117126465,
                    0.007772139072418213,
                    0.007765900135040283,
                    0.007742700099945069,
                    0.007716619968414306,
                    0.007732618808746338,
                    0.007755498886108398,
                    0.007727340221405029,
                    0.007721259117126465,
                    0.007720939159393311,
                    0.007760458946228027,
                    0.008520936965942383,
                    0.00874525737762451,
                    0.00809709930419922,
                    0.008140138626098633,
                    0.008124299049377441,
                    0.00873565673828125,
                    0.008091178894042969,
                    0.008140938758850098,
                    0.008114858627319336,
                    0.008119338035583496,
                    0.007728139877319336,
                    0.007760940074920654,
                    0.007718699932098389,
                    0.007727980136871338,
                    0.0077623801231384276,
                    0.007744140148162841,
                    0.007749259948730469,
                    0.0077372598648071285,
                    0.007745100021362305
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 250.6293450560337
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1059.831808,
                "max_global_vram": 1107.513344,
                "max_process_vram": 277197.029376,
                "max_reserved": 725.614592,
                "max_allocated": 513.259008
            },
            "latency": {
                "unit": "s",
                "count": 64,
                "total": 0.48986639070510873,
                "mean": 0.007654162354767322,
                "stdev": 0.0005404562343932596,
                "p50": 0.007432940959930421,
                "p90": 0.00826015453338623,
                "p95": 0.008344282245635987,
                "p99": 0.009464477539062493,
                "values": [
                    0.008347018241882324,
                    0.008328778266906738,
                    0.007939659118652343,
                    0.007828299045562745,
                    0.0076442999839782715,
                    0.007613900184631347,
                    0.007735659122467041,
                    0.0076442999839782715,
                    0.0076676602363586425,
                    0.011139969825744628,
                    0.007300139904022217,
                    0.007275021076202393,
                    0.007267341136932373,
                    0.00728718090057373,
                    0.007278700828552246,
                    0.007289741039276123,
                    0.007705100059509277,
                    0.007605899810791015,
                    0.007395980834960937,
                    0.007403820991516113,
                    0.008363178253173828,
                    0.00828445816040039,
                    0.00848045825958252,
                    0.0079201397895813,
                    0.0074215798377990725,
                    0.007379981040954589,
                    0.007386859893798828,
                    0.007420139789581299,
                    0.007381899833679199,
                    0.007408299922943115,
                    0.0074252610206604,
                    0.0074103808403015135,
                    0.007399820804595948,
                    0.007440781116485596,
                    0.007378060817718506,
                    0.0075022211074829105,
                    0.007395181179046631,
                    0.007412460803985596,
                    0.007379341125488281,
                    0.0074385409355163575,
                    0.007427340984344483,
                    0.007381260871887207,
                    0.007421260833740235,
                    0.007387500762939453,
                    0.00735982084274292,
                    0.008250859260559082,
                    0.008105897903442382,
                    0.007666699886322022,
                    0.007901258945465088,
                    0.008264138221740722,
                    0.007770858764648438,
                    0.0077858991622924804,
                    0.007740779876708985,
                    0.007730539798736572,
                    0.007605740070343018,
                    0.007376460075378418,
                    0.007401899814605713,
                    0.007391339778900147,
                    0.007446380138397217,
                    0.007444300174713135,
                    0.007348939895629882,
                    0.0075324602127075195,
                    0.007403500080108642,
                    0.007393739223480225
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 130.64786891764317
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 64,
                "total": 0.45606215763092056,
                "mean": 0.007125971212983131,
                "stdev": 0.0005185841209103034,
                "p50": 0.006906941890716552,
                "p90": 0.007698299503326416,
                "p95": 0.007736947083473206,
                "p99": 0.008853294777870172,
                "values": [
                    0.007708299160003662,
                    0.007694378852844238,
                    0.0074003000259399414,
                    0.0072727808952331545,
                    0.007105260848999023,
                    0.007051500797271728,
                    0.007159660816192627,
                    0.007116460800170898,
                    0.007120302200317383,
                    0.010501571655273437,
                    0.006810542106628418,
                    0.006799342155456543,
                    0.006787023067474365,
                    0.006817422866821289,
                    0.006784142017364502,
                    0.006809102058410644,
                    0.007148460865020752,
                    0.0070753412246704105,
                    0.006871821880340576,
                    0.006855981826782227,
                    0.007801098823547363,
                    0.007737739086151123,
                    0.00788525915145874,
                    0.007404460906982422,
                    0.006888621807098388,
                    0.006871662139892578,
                    0.006860782146453857,
                    0.006912940979003906,
                    0.006869901180267334,
                    0.006895341873168945,
                    0.006901902198791504,
                    0.006887182235717774,
                    0.006889902114868164,
                    0.006903501987457275,
                    0.006877101898193359,
                    0.006970382213592529,
                    0.006891982078552246,
                    0.006882862091064453,
                    0.006866382122039795,
                    0.006920621871948242,
                    0.00689182186126709,
                    0.006875502109527588,
                    0.006885101795196533,
                    0.006879181861877442,
                    0.006868462085723877,
                    0.007699979782104492,
                    0.0076346988677978515,
                    0.007193420886993408,
                    0.007348461151123047,
                    0.00773245906829834,
                    0.007258060932159424,
                    0.007261260986328125,
                    0.007245420932769775,
                    0.007242860794067382,
                    0.007061262130737305,
                    0.006858061790466308,
                    0.006855341911315918,
                    0.00685902214050293,
                    0.006920621871948242,
                    0.00691038179397583,
                    0.0068451018333435054,
                    0.006984782218933105,
                    0.00686510181427002,
                    0.006876461982727051
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 140.3317484889715
            },
            "energy": null,
            "efficiency": null
        }
    }
}