{
    "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": "4",
            "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": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "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": 1043.603456,
                "max_global_vram": 68702.69952,
                "max_process_vram": 48126.8736,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.39959375,
                "mean": 8.39959375,
                "stdev": 0.0,
                "p50": 8.39959375,
                "p90": 8.39959375,
                "p95": 8.39959375,
                "p99": 8.39959375,
                "values": [
                    8.39959375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1212.870656,
                "max_global_vram": 68702.69952,
                "max_process_vram": 285246.214144,
                "max_reserved": 725.614592,
                "max_allocated": 513.035264
            },
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.5176394224166869,
                "mean": 0.008924817627873914,
                "stdev": 0.002015216786486851,
                "p50": 0.008548288822174073,
                "p90": 0.009241150951385498,
                "p95": 0.009479453611373902,
                "p99": 0.01920927501678467,
                "values": [
                    0.009502845764160156,
                    0.009475325584411621,
                    0.009381246566772462,
                    0.009229247093200683,
                    0.0092689266204834,
                    0.009030047416687012,
                    0.008988287925720215,
                    0.020210647583007814,
                    0.008528449058532716,
                    0.008492130279541016,
                    0.00854060935974121,
                    0.008520448684692383,
                    0.008513409614562989,
                    0.008651329040527343,
                    0.00848589038848877,
                    0.008519329071044923,
                    0.008527170181274414,
                    0.008511009216308594,
                    0.008497248649597168,
                    0.007978052139282226,
                    0.008294370651245117,
                    0.00806221103668213,
                    0.008078210830688477,
                    0.0080606107711792,
                    0.007834531784057618,
                    0.007639012813568115,
                    0.0078007721900939945,
                    0.007720771789550781,
                    0.007649732112884521,
                    0.007820452213287353,
                    0.008506050109863281,
                    0.008504928588867188,
                    0.008488129615783692,
                    0.00850572967529297,
                    0.008512128829956054,
                    0.008554530143737794,
                    0.018453853607177734,
                    0.008638689041137695,
                    0.008549888610839844,
                    0.008508930206298828,
                    0.008534369468688964,
                    0.0085466890335083,
                    0.008625248908996581,
                    0.008589730262756348,
                    0.008685089111328126,
                    0.008791808128356934,
                    0.008669089317321778,
                    0.008615968704223632,
                    0.008801247596740723,
                    0.008759167671203614,
                    0.008762048721313477,
                    0.008636769294738769,
                    0.008662049293518066,
                    0.008666369438171386,
                    0.009133247375488282,
                    0.008688287734985351,
                    0.008688288688659668,
                    0.00874876880645752
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 224.09421496228865
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1212.977152,
                "max_global_vram": 68702.69952,
                "max_process_vram": 306725.408768,
                "max_reserved": 725.614592,
                "max_allocated": 513.259008
            },
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.4912854337692261,
                "mean": 0.008470438513262518,
                "stdev": 0.0021031389699660073,
                "p50": 0.008058931350708008,
                "p90": 0.008874671745300294,
                "p95": 0.009243207168579102,
                "p99": 0.01852541319847107,
                "values": [
                    0.008991647720336914,
                    0.008937727928161622,
                    0.008847647666931153,
                    0.008761247634887696,
                    0.008660928726196289,
                    0.009511805534362794,
                    0.00817212963104248,
                    0.007945890903472901,
                    0.008057891845703125,
                    0.008182690620422364,
                    0.008052611351013183,
                    0.008014692306518554,
                    0.007991170883178711,
                    0.007999011039733887,
                    0.007966210842132568,
                    0.00805757236480713,
                    0.00801677131652832,
                    0.007990372180938721,
                    0.008004931449890137,
                    0.01592650318145752,
                    0.00758653211593628,
                    0.007577093124389649,
                    0.0077063717842102055,
                    0.0073330941200256345,
                    0.007343654155731201,
                    0.007409092903137207,
                    0.007120134830474853,
                    0.007265254020690918,
                    0.007402373790740967,
                    0.007899810791015625,
                    0.007993570804595947,
                    0.008001252174377442,
                    0.008016611099243164,
                    0.008004931449890137,
                    0.00805453109741211,
                    0.008153889656066894,
                    0.008096611022949219,
                    0.00805997085571289,
                    0.008037251472473144,
                    0.008035651206970215,
                    0.008030370712280273,
                    0.008184290885925294,
                    0.008201251029968262,
                    0.008123009681701661,
                    0.008198210716247559,
                    0.008265729904174804,
                    0.00817421054840088,
                    0.008095170974731445,
                    0.009195807456970215,
                    0.008170531272888184,
                    0.008107650756835937,
                    0.008198691368103026,
                    0.008245409965515137,
                    0.02197047996520996,
                    0.008211650848388673,
                    0.00822269058227539,
                    0.008223010063171386,
                    0.008280129432678222
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 118.05764228549188
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.46095290517806986,
                "mean": 0.00794746388238052,
                "stdev": 0.002087991878601681,
                "p50": 0.007563012838363647,
                "p90": 0.008172418689727783,
                "p95": 0.008650785160064697,
                "p99": 0.018002256879806517,
                "values": [
                    0.008320610046386718,
                    0.00824141025543213,
                    0.008142850875854491,
                    0.008106691360473633,
                    0.008012290954589843,
                    0.008814529418945312,
                    0.007593731880187988,
                    0.007404132843017578,
                    0.007561732769012451,
                    0.007697572231292724,
                    0.007572453022003173,
                    0.007520452976226806,
                    0.00751149320602417,
                    0.0075124530792236325,
                    0.007475172996520996,
                    0.007561092853546143,
                    0.007531813144683838,
                    0.007511652946472168,
                    0.007519652843475342,
                    0.015466504096984864,
                    0.0071010937690734865,
                    0.007095335006713867,
                    0.007199813842773437,
                    0.0068836560249328615,
                    0.00685005521774292,
                    0.006942214965820312,
                    0.006676455974578857,
                    0.006817255973815918,
                    0.0069425349235534665,
                    0.007399813175201416,
                    0.007507012844085693,
                    0.007493732929229736,
                    0.007515172958374023,
                    0.0075174131393432615,
                    0.007550053119659424,
                    0.0076495718955993655,
                    0.007564292907714844,
                    0.007555973052978515,
                    0.007526692867279053,
                    0.0075332531929016115,
                    0.007532612800598144,
                    0.00769053316116333,
                    0.007692131996154785,
                    0.007623012065887451,
                    0.0076990132331848146,
                    0.0077602920532226565,
                    0.0076457328796386715,
                    0.007598372936248779,
                    0.008621889114379883,
                    0.007639012813568115,
                    0.007609092235565186,
                    0.00762013292312622,
                    0.007731331825256348,
                    0.021363603591918946,
                    0.007673412799835205,
                    0.00767853307723999,
                    0.00767661190032959,
                    0.007697892189025879
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 125.82630318295553
            },
            "energy": null,
            "efficiency": null
        }
    }
}