{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+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": "5",
            "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": "warn",
            "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]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1079.25504,
                "max_global_vram": 68702.69952,
                "max_process_vram": 48629.94432,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.985650390625,
                "mean": 8.985650390625,
                "stdev": 0.0,
                "p50": 8.985650390625,
                "p90": 8.985650390625,
                "p95": 8.985650390625,
                "p99": 8.985650390625,
                "values": [
                    8.985650390625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1248.54272,
                "max_global_vram": 68702.69952,
                "max_process_vram": 289989.414912,
                "max_reserved": 725.614592,
                "max_allocated": 513.035264
            },
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.5397475266456603,
                "mean": 0.009813591393557461,
                "stdev": 0.005982262514871044,
                "p50": 0.008785411834716797,
                "p90": 0.009617760848999023,
                "p95": 0.012407240009307837,
                "p99": 0.03535652080535891,
                "values": [
                    0.009599328994750977,
                    0.009737248420715333,
                    0.009630048751831054,
                    0.009332610130310058,
                    0.009157731056213378,
                    0.008943811416625976,
                    0.01863722038269043,
                    0.008467172622680664,
                    0.008347332954406738,
                    0.008428611755371095,
                    0.008277253150939941,
                    0.0082935733795166,
                    0.008703170776367187,
                    0.008824131011962891,
                    0.008402692794799804,
                    0.009716927528381348,
                    0.008814851760864257,
                    0.008784770965576172,
                    0.008785411834716797,
                    0.008771011352539063,
                    0.008806371688842773,
                    0.009265569686889649,
                    0.008806370735168456,
                    0.008832930564880371,
                    0.008794052124023437,
                    0.008840770721435546,
                    0.008787970542907714,
                    0.00881581211090088,
                    0.008801891326904296,
                    0.008379173278808594,
                    0.008283973693847656,
                    0.008119013786315918,
                    0.008371493339538575,
                    0.008011334419250489,
                    0.007986053943634034,
                    0.00885421085357666,
                    0.008836931228637695,
                    0.008802051544189454,
                    0.02261544609069824,
                    0.009013251304626465,
                    0.008162533760070801,
                    0.008199974060058594,
                    0.008076933860778809,
                    0.008060934066772461,
                    0.007862534046173096,
                    0.008240934371948241,
                    0.008128614425659179,
                    0.008225572586059571,
                    0.007815974235534668,
                    0.007840134143829346,
                    0.008011653900146484,
                    0.00835773277282715,
                    0.008826210975646972,
                    0.05031343460083008,
                    0.008944770812988282
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 203.79898854490548
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1248.632832,
                "max_global_vram": 68702.69952,
                "max_process_vram": 303762.993152,
                "max_reserved": 725.614592,
                "max_allocated": 513.259008
            },
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.45965243244171133,
                "mean": 0.008357316953485662,
                "stdev": 0.001748005596420481,
                "p50": 0.008208133697509766,
                "p90": 0.008617891693115234,
                "p95": 0.008934307193756104,
                "p99": 0.014567315654754649,
                "values": [
                    0.00902189064025879,
                    0.009188130378723144,
                    0.008896771430969239,
                    0.008706531524658202,
                    0.00848493194580078,
                    0.008352932929992675,
                    0.007400775909423828,
                    0.0077956547737121585,
                    0.007643495082855225,
                    0.0079602952003479,
                    0.007850374221801758,
                    0.008208133697509766,
                    0.00811677360534668,
                    0.007946855068206787,
                    0.008751651763916016,
                    0.008318532943725586,
                    0.00828557300567627,
                    0.008289572715759277,
                    0.008286052703857422,
                    0.00827437400817871,
                    0.02088201141357422,
                    0.008359172821044921,
                    0.00847325325012207,
                    0.00825117301940918,
                    0.008374853134155274,
                    0.008427332878112793,
                    0.00829597282409668,
                    0.007860933780670166,
                    0.00828701400756836,
                    0.007974693775177002,
                    0.007718534946441651,
                    0.007979494094848633,
                    0.007876454830169678,
                    0.00785501480102539,
                    0.007717255115509033,
                    0.008438853263854981,
                    0.008343333244323731,
                    0.008302053451538087,
                    0.008365893363952636,
                    0.00843149185180664,
                    0.007874534130096436,
                    0.007729255199432373,
                    0.007682694911956787,
                    0.00754477596282959,
                    0.007911654949188232,
                    0.007800454139709472,
                    0.007694055080413818,
                    0.0075386958122253414,
                    0.007660615921020508,
                    0.0075490961074829105,
                    0.007655334949493408,
                    0.008182212829589844,
                    0.008398053169250488,
                    0.008008773803710938,
                    0.008428132057189942
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 119.65562698719006
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 55,
                "total": 0.4294538111686705,
                "mean": 0.007808251112157648,
                "stdev": 0.0017490878420993192,
                "p50": 0.007665894985198975,
                "p90": 0.007969862365722656,
                "p95": 0.008229620742797851,
                "p99": 0.013975218791961681,
                "values": [
                    0.008201732635498046,
                    0.008518532752990722,
                    0.008294692993164062,
                    0.008145092964172363,
                    0.007972293853759766,
                    0.007856454849243164,
                    0.006906376838684082,
                    0.007265896797180176,
                    0.007145576000213623,
                    0.007472296237945556,
                    0.00733405590057373,
                    0.0076790151596069335,
                    0.007631976127624512,
                    0.007344137191772461,
                    0.007439335823059082,
                    0.007826694965362549,
                    0.007792774200439453,
                    0.007775175094604492,
                    0.007777094841003418,
                    0.007770695209503174,
                    0.02038089370727539,
                    0.007851974964141846,
                    0.007966215133666993,
                    0.007745894908905029,
                    0.007815975189208985,
                    0.007901413917541504,
                    0.007773415088653564,
                    0.007361256122589112,
                    0.007794374942779541,
                    0.007497576236724854,
                    0.007245736122131348,
                    0.007432456016540527,
                    0.0073558158874511715,
                    0.007311176776885986,
                    0.007161417007446289,
                    0.007931815147399903,
                    0.007838375091552734,
                    0.007790214061737061,
                    0.00781133508682251,
                    0.00786621379852295,
                    0.007332776069641113,
                    0.0071566162109375,
                    0.00712205696105957,
                    0.006987977981567383,
                    0.007361095905303955,
                    0.007242536067962647,
                    0.00715261697769165,
                    0.0070006179809570315,
                    0.007108457088470459,
                    0.0070217370986938475,
                    0.0070713372230529785,
                    0.007665894985198975,
                    0.00787901496887207,
                    0.007489895820617676,
                    0.007877734184265137
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 128.06965165899624
            },
            "energy": null,
            "efficiency": null
        }
    }
}