{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.2.0.dev20231010+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": "6",
            "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": 957.566976,
                "max_global_vram": 68702.69952,
                "max_process_vram": 45745.504256,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.9270029296875,
                "mean": 7.9270029296875,
                "stdev": 0.0,
                "p50": 7.9270029296875,
                "p90": 7.9270029296875,
                "p95": 7.9270029296875,
                "p99": 7.9270029296875,
                "values": [
                    7.9270029296875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1132.060672,
                "max_global_vram": 68702.69952,
                "max_process_vram": 284108.468224,
                "max_reserved": 725.614592,
                "max_allocated": 513.035264
            },
            "latency": {
                "unit": "s",
                "count": 62,
                "total": 0.5171664481163024,
                "mean": 0.008341394324456493,
                "stdev": 0.0005046599076878145,
                "p50": 0.008525774002075194,
                "p90": 0.009025614738464355,
                "p95": 0.009133055019378663,
                "p99": 0.009450681419372558,
                "values": [
                    0.009469615936279296,
                    0.009438575744628907,
                    0.009347374916076661,
                    0.009135375022888184,
                    0.009036014556884766,
                    0.009088974952697754,
                    0.008993934631347657,
                    0.009029134750366211,
                    0.008708654403686523,
                    0.00874033546447754,
                    0.008885934829711914,
                    0.008561293601989746,
                    0.008553454399108887,
                    0.008693453788757324,
                    0.008545133590698242,
                    0.008561134338378906,
                    0.008529933929443359,
                    0.00852161407470703,
                    0.008549134254455566,
                    0.008534093856811524,
                    0.008515052795410157,
                    0.008504014015197753,
                    0.008531853675842286,
                    0.00847473430633545,
                    0.008567214012145996,
                    0.007748173236846924,
                    0.007891693115234376,
                    0.0076662530899047855,
                    0.007761773109436035,
                    0.007776971817016602,
                    0.0075934529304504395,
                    0.007875213146209717,
                    0.007539691925048828,
                    0.007784653186798096,
                    0.008069293022155762,
                    0.008115853309631348,
                    0.008634573936462402,
                    0.0082059326171875,
                    0.007567051887512207,
                    0.007874573230743408,
                    0.007732492923736572,
                    0.007713452816009521,
                    0.007867853164672851,
                    0.007545292854309082,
                    0.0077704119682312014,
                    0.007977773189544677,
                    0.007705613136291504,
                    0.008553293228149414,
                    0.008519054412841797,
                    0.008574414253234863,
                    0.008586254119873047,
                    0.008586573600769042,
                    0.00856369400024414,
                    0.00856865406036377,
                    0.008550733566284179,
                    0.008551214218139648,
                    0.008530734062194824,
                    0.008370094299316407,
                    0.007908652782440186,
                    0.007694732189178466,
                    0.007895372867584228,
                    0.007778892993927002
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 239.76806780805384
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1132.105728,
                "max_global_vram": 68702.69952,
                "max_process_vram": 294351.273984,
                "max_reserved": 725.614592,
                "max_allocated": 513.259008
            },
            "latency": {
                "unit": "s",
                "count": 62,
                "total": 0.4941591973304748,
                "mean": 0.007970309634362497,
                "stdev": 0.0020645139167727936,
                "p50": 0.00785001254081726,
                "p90": 0.008480909824371339,
                "p95": 0.008833542156219482,
                "p99": 0.01591673385620118,
                "values": [
                    0.008977133750915528,
                    0.008849614143371582,
                    0.00852817440032959,
                    0.008496013641357422,
                    0.008425613403320313,
                    0.008487053871154785,
                    0.023211076736450197,
                    0.008300973892211913,
                    0.008344013214111328,
                    0.011253137588500977,
                    0.00793697214126587,
                    0.007852333068847656,
                    0.007884172916412354,
                    0.007894093036651612,
                    0.007909772872924804,
                    0.007887853145599364,
                    0.007857932090759277,
                    0.007849133014678955,
                    0.007896492958068848,
                    0.007887372970581055,
                    0.007857933044433593,
                    0.007869132995605469,
                    0.007984492778778076,
                    0.007844811916351318,
                    0.007726892948150634,
                    0.007152650833129883,
                    0.006946890830993652,
                    0.00696721076965332,
                    0.007135692119598388,
                    0.0073740921020507815,
                    0.007090731143951416,
                    0.007184971809387207,
                    0.007341772079467773,
                    0.006967851161956787,
                    0.007197931766510009,
                    0.007985612869262696,
                    0.00781825304031372,
                    0.007168652057647705,
                    0.0073153719902038575,
                    0.006956010818481445,
                    0.007337451934814453,
                    0.006992331027984619,
                    0.007158891201019287,
                    0.007386092185974121,
                    0.007001612186431885,
                    0.007161130905151367,
                    0.007057610988616943,
                    0.007862573146820068,
                    0.00801041316986084,
                    0.007870092868804931,
                    0.007849613189697265,
                    0.007908812999725342,
                    0.007841931819915772,
                    0.007874252796173096,
                    0.007855213165283204,
                    0.007862253189086914,
                    0.007850411891937257,
                    0.007506412029266357,
                    0.007247211933135986,
                    0.006925931930541992,
                    0.006936009883880615,
                    0.0070470509529113766
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 125.46564009115623
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 62,
                "total": 0.46783195734024047,
                "mean": 0.007545676731294201,
                "stdev": 0.0020184016051937007,
                "p50": 0.007447132349014282,
                "p90": 0.007907117080688477,
                "p95": 0.008168116664886474,
                "p99": 0.015317643909454351,
                "values": [
                    0.008309773445129395,
                    0.00817857265472412,
                    0.00796945285797119,
                    0.007941772937774658,
                    0.007871692180633544,
                    0.00791105318069458,
                    0.022540836334228515,
                    0.0077640128135681155,
                    0.00782545280456543,
                    0.01069953727722168,
                    0.007495532035827637,
                    0.007446252822875977,
                    0.007463372230529785,
                    0.007476972103118896,
                    0.007485772132873535,
                    0.007470571994781494,
                    0.00744353199005127,
                    0.007448011875152588,
                    0.007483851909637451,
                    0.007472492218017578,
                    0.0074582529067993165,
                    0.007456171989440918,
                    0.007572651863098145,
                    0.007425131797790527,
                    0.0073104119300842286,
                    0.00679745101928711,
                    0.006575531005859375,
                    0.006609930992126465,
                    0.006712971210479736,
                    0.007015851974487305,
                    0.006723371028900147,
                    0.006784971237182617,
                    0.006981610774993896,
                    0.006592010021209717,
                    0.006812010765075684,
                    0.007576012134552002,
                    0.007463531970977783,
                    0.00681217098236084,
                    0.0069080119132995605,
                    0.006599050998687744,
                    0.00698305082321167,
                    0.006633769989013672,
                    0.0068004908561706545,
                    0.00701793098449707,
                    0.0065889711380004885,
                    0.006802250862121582,
                    0.006621291160583496,
                    0.007458093166351318,
                    0.007610572814941406,
                    0.007463692188262939,
                    0.0074553718566894535,
                    0.007486732006072998,
                    0.007439531803131103,
                    0.007470571994781494,
                    0.007453611850738525,
                    0.007464332103729248,
                    0.0074456119537353515,
                    0.007085291862487793,
                    0.006834250926971435,
                    0.006567370891571045,
                    0.006578889846801758,
                    0.00668464994430542
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 132.52621807301895
            },
            "energy": null,
            "efficiency": null
        }
    }
}