{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 720.494592,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.1412314453125,
                "mean": 7.1412314453125,
                "stdev": 0.0,
                "p50": 7.1412314453125,
                "p90": 7.1412314453125,
                "p95": 7.1412314453125,
                "p99": 7.1412314453125,
                "values": [
                    7.1412314453125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.708394606908162e-07,
                "ram": 5.162872428070386e-07,
                "gpu": 0.0,
                "total": 1.4871267034978547e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1026.289664,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.485422142982483,
                "mean": 0.006649618397020314,
                "stdev": 0.00035799397905417614,
                "p50": 0.006753087997436524,
                "p90": 0.006970566272735596,
                "p95": 0.007036307239532471,
                "p99": 0.007694143905639649,
                "values": [
                    0.007531519889831543,
                    0.007045119762420654,
                    0.006899424076080322,
                    0.006876639842987061,
                    0.006944992065429687,
                    0.006654911994934082,
                    0.006786623954772949,
                    0.006919424057006836,
                    0.006899295806884765,
                    0.006897024154663086,
                    0.0068954238891601564,
                    0.006932447910308838,
                    0.006801407814025879,
                    0.006849984169006348,
                    0.0069120960235595705,
                    0.006753087997436524,
                    0.006754720211029052,
                    0.006819231986999512,
                    0.0069119038581848145,
                    0.007000832080841064,
                    0.007094079971313476,
                    0.006773248195648194,
                    0.006953695774078369,
                    0.006897503852844238,
                    0.0066761598587036135,
                    0.006878655910491943,
                    0.006974783897399903,
                    0.006785215854644776,
                    0.006920896053314209,
                    0.0068228478431701664,
                    0.007030432224273682,
                    0.006934463977813721,
                    0.006907519817352295,
                    0.006884223937988281,
                    0.00683523178100586,
                    0.006646975994110107,
                    0.0064824318885803225,
                    0.006563744068145752,
                    0.006336512088775635,
                    0.006423999786376953,
                    0.006805247783660888,
                    0.008112319946289063,
                    0.006992671966552734,
                    0.006881696224212646,
                    0.006682432174682617,
                    0.006651264190673828,
                    0.0064666237831115725,
                    0.00646617603302002,
                    0.006294112205505371,
                    0.006275551795959473,
                    0.006230944156646728,
                    0.00642460823059082,
                    0.0062650880813598635,
                    0.0062390718460083,
                    0.006256959915161133,
                    0.006221343994140625,
                    0.006231776237487793,
                    0.00626691198348999,
                    0.006257728099822998,
                    0.006265503883361816,
                    0.006217567920684814,
                    0.006290815830230713,
                    0.0062408638000488285,
                    0.0062568001747131344,
                    0.0062390718460083,
                    0.006246272087097168,
                    0.006261536121368408,
                    0.006266496181488037,
                    0.006218656063079834,
                    0.0062722558975219726,
                    0.006275775909423828,
                    0.006241504192352295,
                    0.006197760105133057
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 300.7691390074651
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.815339891185537e-08,
                "ram": 4.2730826785088996e-08,
                "gpu": 1.5339559055263233e-07,
                "total": 2.742798162495767e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7291823.464618814
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1041.661952,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.5129073281288149,
                "mean": 0.007026127782586504,
                "stdev": 0.0004121627169880719,
                "p50": 0.007116320133209228,
                "p90": 0.007332575798034668,
                "p95": 0.007472716712951659,
                "p99": 0.008458050231933594,
                "values": [
                    0.0075131521224975585,
                    0.0073006081581115725,
                    0.00727020788192749,
                    0.007307168006896973,
                    0.007088736057281494,
                    0.007170944213867187,
                    0.0073005762100219725,
                    0.007321951866149902,
                    0.007906623840332031,
                    0.007312191963195801,
                    0.007300352096557617,
                    0.007290080070495606,
                    0.007297760009765625,
                    0.007290463924407959,
                    0.007256959915161133,
                    0.007184288024902344,
                    0.007141056060791015,
                    0.007223968029022217,
                    0.007335231781005859,
                    0.007321311950683594,
                    0.007175519943237305,
                    0.007445759773254394,
                    0.007206463813781738,
                    0.007232704162597656,
                    0.007114816188812256,
                    0.007256063938140869,
                    0.007122367858886719,
                    0.007297376155853272,
                    0.00715993595123291,
                    0.0072408318519592285,
                    0.007348320007324219,
                    0.00737824010848999,
                    0.007287936210632324,
                    0.007116320133209228,
                    0.007278592109680176,
                    0.006841567993164063,
                    0.006923456192016602,
                    0.0067543678283691405,
                    0.006585472106933594,
                    0.006715263843536377,
                    0.008388511657714844,
                    0.008636863708496093,
                    0.0072295360565185545,
                    0.007295360088348388,
                    0.006998496055603027,
                    0.006869664192199707,
                    0.006814176082611084,
                    0.006727935791015625,
                    0.006575295925140381,
                    0.006617440223693848,
                    0.006619103908538818,
                    0.006622560024261474,
                    0.006573344230651855,
                    0.006583871841430664,
                    0.006594912052154541,
                    0.006585311889648437,
                    0.006619040012359619,
                    0.006610559940338135,
                    0.00659222412109375,
                    0.006610464096069336,
                    0.006680031776428222,
                    0.006598495960235596,
                    0.00681990385055542,
                    0.006610208034515381,
                    0.006613024234771728,
                    0.006587711811065674,
                    0.006595871925354004,
                    0.00661411190032959,
                    0.0066204161643981935,
                    0.00662063980102539,
                    0.0065809922218322756,
                    0.00663753604888916,
                    0.0065487041473388675
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 142.32590566860904
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.467418389576705e-08,
                "ram": 4.0723259830056633e-08,
                "gpu": 1.5020151842172628e-07,
                "total": 2.6559896214754995e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3765074.95328413
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.4791983032226563,
                "mean": 0.006564360318118578,
                "stdev": 0.00035789162436109694,
                "p50": 0.0066109437942504885,
                "p90": 0.006825958442687988,
                "p95": 0.006939443111419677,
                "p99": 0.007888714027404787,
                "values": [
                    0.006952960014343262,
                    0.006790143966674805,
                    0.0067645440101623535,
                    0.006796288013458252,
                    0.00658022403717041,
                    0.006667263984680176,
                    0.006758399963378906,
                    0.006803455829620361,
                    0.0074035201072692874,
                    0.006766592025756836,
                    0.0067870721817016606,
                    0.006752255916595459,
                    0.00678604793548584,
                    0.006751232147216797,
                    0.006765567779541016,
                    0.0066826238632202144,
                    0.006639616012573242,
                    0.0067123198509216305,
                    0.006817791938781738,
                    0.006804480075836182,
                    0.006656000137329102,
                    0.006930431842803955,
                    0.006694911956787109,
                    0.0067348480224609375,
                    0.0066109437942504885,
                    0.006730751991271973,
                    0.006606847763061524,
                    0.006797311782836914,
                    0.006624256134033203,
                    0.006713344097137451,
                    0.0068280320167541505,
                    0.006838272094726563,
                    0.006773759841918945,
                    0.0066191678047180175,
                    0.006789120197296142,
                    0.006397952079772949,
                    0.0064737281799316405,
                    0.0063539199829101565,
                    0.006184959888458252,
                    0.0062863359451293946,
                    0.007830527782440186,
                    0.008038335800170899,
                    0.006776832103729248,
                    0.0068280000686645505,
                    0.0065669121742248536,
                    0.006469632148742676,
                    0.006419487953186035,
                    0.006340608119964599,
                    0.006180863857269287,
                    0.006201344013214111,
                    0.00623308801651001,
                    0.006235136032104492,
                    0.006187007904052734,
                    0.0061972799301147465,
                    0.006209536075592041,
                    0.006198272228240966,
                    0.006232063770294189,
                    0.006206463813781738,
                    0.00618393611907959,
                    0.006223872184753418,
                    0.0062904319763183595,
                    0.006200319766998291,
                    0.006408192157745361,
                    0.0062228479385375976,
                    0.006217728137969971,
                    0.006187007904052734,
                    0.00620143985748291,
                    0.0062269439697265625,
                    0.006236159801483154,
                    0.0062341117858886715,
                    0.006194176197052002,
                    0.006227968215942382,
                    0.006164480209350586
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 152.33776812035381
            },
            "energy": null,
            "efficiency": null
        }
    }
}