{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_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": true,
            "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.25696,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.220-209.869.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 790.257664,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.41007177734375,
                "mean": 7.41007177734375,
                "stdev": 0.0,
                "p50": 7.41007177734375,
                "p90": 7.41007177734375,
                "p95": 7.41007177734375,
                "p99": 7.41007177734375,
                "values": [
                    7.41007177734375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.965256680554072e-07,
                "ram": 5.304319109626705e-07,
                "gpu": 1.6705568920000191e-06,
                "total": 3.197514471018097e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1228.22656,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 0.4912507195472717,
                "mean": 0.006919024218975658,
                "stdev": 0.0003119111643800286,
                "p50": 0.007019584178924561,
                "p90": 0.00725929594039917,
                "p95": 0.007319808006286621,
                "p99": 0.0075802942752838135,
                "values": [
                    0.0076200318336486815,
                    0.007331583976745605,
                    0.007180607795715332,
                    0.007047200202941894,
                    0.007072735786437989,
                    0.006907648086547852,
                    0.007012703895568848,
                    0.007190239906311035,
                    0.00725929594039917,
                    0.0071421761512756345,
                    0.00709881591796875,
                    0.007225791931152344,
                    0.0071847038269042965,
                    0.007082752227783203,
                    0.007103648185729981,
                    0.007051231861114502,
                    0.006926303863525391,
                    0.007081151962280274,
                    0.00702339220046997,
                    0.0070776638984680175,
                    0.0075632638931274416,
                    0.007278304100036621,
                    0.007008319854736328,
                    0.007235936164855957,
                    0.007036159992218018,
                    0.007148640155792236,
                    0.0069996161460876465,
                    0.006999263763427735,
                    0.0070910720825195315,
                    0.007056096076965332,
                    0.007031775951385498,
                    0.007293920040130616,
                    0.00720684814453125,
                    0.007176544189453125,
                    0.007308032035827637,
                    0.007131680011749268,
                    0.006939807891845703,
                    0.007026303768157959,
                    0.0069285759925842285,
                    0.007028992176055908,
                    0.0066351361274719235,
                    0.006609151840209961,
                    0.007089024066925049,
                    0.007066143989562988,
                    0.007361792087554932,
                    0.007019584178924561,
                    0.006919680118560791,
                    0.006976160049438476,
                    0.006866559982299804,
                    0.006749279975891113,
                    0.0067355198860168455,
                    0.0067905597686767575,
                    0.006457695960998535,
                    0.006509664058685302,
                    0.006449376106262207,
                    0.006413663864135742,
                    0.006429599761962891,
                    0.006448927879333496,
                    0.006512383937835694,
                    0.00643555212020874,
                    0.006486815929412842,
                    0.006503136157989502,
                    0.006411744117736816,
                    0.006463168144226074,
                    0.006419519901275635,
                    0.006614943981170654,
                    0.006454239845275879,
                    0.006476191997528076,
                    0.006357823848724365,
                    0.006905856132507324,
                    0.006572991847991943
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 289.05810078174494
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.174266965038011e-08,
                "ram": 4.4692302819577636e-08,
                "gpu": 1.5756909157241262e-07,
                "total": 2.8400406404237036e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7042152.747862162
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1246.633984,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 0.5157838072776796,
                "mean": 0.007264560665882808,
                "stdev": 0.00031781044453847897,
                "p50": 0.007364607810974121,
                "p90": 0.007583615779876709,
                "p95": 0.007651119947433472,
                "p99": 0.007838816118240355,
                "values": [
                    0.007667295932769776,
                    0.0075222721099853515,
                    0.007476128101348877,
                    0.007493535995483399,
                    0.0073944320678710936,
                    0.007231423854827881,
                    0.007362624168395996,
                    0.007583615779876709,
                    0.00779091215133667,
                    0.007393919944763184,
                    0.007525887966156006,
                    0.007620736122131348,
                    0.007539328098297119,
                    0.00745036792755127,
                    0.007458687782287598,
                    0.007279071807861328,
                    0.007318528175354004,
                    0.00738643217086792,
                    0.007400991916656494,
                    0.007550496101379395,
                    0.007950592041015624,
                    0.007602975845336914,
                    0.007445631980895996,
                    0.007514815807342529,
                    0.007415647983551025,
                    0.007346208095550537,
                    0.007395135879516602,
                    0.007484511852264404,
                    0.007349664211273193,
                    0.007437439918518066,
                    0.007364607810974121,
                    0.007403071880340576,
                    0.007634943962097168,
                    0.007559967994689941,
                    0.00755344009399414,
                    0.007425312042236328,
                    0.007415616035461426,
                    0.007527167797088623,
                    0.007019775867462158,
                    0.007280543804168701,
                    0.006747935771942139,
                    0.007322336196899414,
                    0.00747814416885376,
                    0.007516960144042969,
                    0.007698815822601318,
                    0.007311935901641846,
                    0.007365695953369141,
                    0.00735260820388794,
                    0.007147808074951172,
                    0.007125440120697021,
                    0.007113759994506836,
                    0.0070915517807006835,
                    0.0068570561408996585,
                    0.006729887962341309,
                    0.006733215808868408,
                    0.006767807960510254,
                    0.0067329277992248535,
                    0.0070704960823059085,
                    0.0067424321174621585,
                    0.006747647762298584,
                    0.006941855907440186,
                    0.006857984066009522,
                    0.006725664138793945,
                    0.006759136199951172,
                    0.007234911918640136,
                    0.006781343936920166,
                    0.006738239765167236,
                    0.00677561616897583,
                    0.0066854081153869625,
                    0.007256864070892334,
                    0.00679856014251709
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 137.65457348252147
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.415877238604919e-08,
                "ram": 4.021757972929386e-08,
                "gpu": 1.76020641388621e-07,
                "total": 2.9039699350396396e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3443561.821814625
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 0.4817275199890137,
                "mean": 0.006784894647732586,
                "stdev": 0.0002640674688277967,
                "p50": 0.006858943939208984,
                "p90": 0.007047167778015137,
                "p95": 0.0070793600082397455,
                "p99": 0.007281254482269287,
                "values": [
                    0.007094143867492676,
                    0.007000063896179199,
                    0.0069632000923156735,
                    0.006940671920776367,
                    0.006894591808319092,
                    0.0067276802062988285,
                    0.006846464157104492,
                    0.007060480117797851,
                    0.00724070405960083,
                    0.006858943939208984,
                    0.006994944095611572,
                    0.007064576148986816,
                    0.006999040126800537,
                    0.006922239780426025,
                    0.006918975830078125,
                    0.006790143966674805,
                    0.00681766414642334,
                    0.00687824010848999,
                    0.006889472007751465,
                    0.0070225920677185055,
                    0.007375872135162354,
                    0.007047167778015137,
                    0.006917119979858399,
                    0.006976511955261231,
                    0.006894527912139892,
                    0.006849535942077637,
                    0.006892543792724609,
                    0.006952960014343262,
                    0.006847519874572754,
                    0.006874112129211426,
                    0.006855679988861084,
                    0.00687820816040039,
                    0.007061503887176514,
                    0.007025760173797607,
                    0.007031807899475098,
                    0.0069192638397216795,
                    0.006899712085723877,
                    0.0070256638526916505,
                    0.006569119930267334,
                    0.00680131196975708,
                    0.0063498239517211915,
                    0.00683622407913208,
                    0.006952991962432861,
                    0.007024640083312988,
                    0.007223296165466309,
                    0.0068351998329162595,
                    0.006914048194885254,
                    0.006918144226074219,
                    0.0067348480224609375,
                    0.006712448120117187,
                    0.006711264133453369,
                    0.006677504062652588,
                    0.006466559886932373,
                    0.006341631889343262,
                    0.006325119972229004,
                    0.006379519939422608,
                    0.006341631889343262,
                    0.006609920024871826,
                    0.006355967998504639,
                    0.006362112045288086,
                    0.006516736030578613,
                    0.006459392070770263,
                    0.006338560104370118,
                    0.006336512088775635,
                    0.006801407814025879,
                    0.0063907837867736815,
                    0.006336575984954834,
                    0.00638976001739502,
                    0.006284255981445313,
                    0.00676966381072998,
                    0.0064102401733398436
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 147.3862236511197
            },
            "energy": null,
            "efficiency": null
        }
    }
}