{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-212.873.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": "4.44.2",
            "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": 803.966976,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.82685400390625,
                "mean": 7.82685400390625,
                "stdev": 0.0,
                "p50": 7.82685400390625,
                "p90": 7.82685400390625,
                "p95": 7.82685400390625,
                "p99": 7.82685400390625,
                "values": [
                    7.82685400390625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.231080631944148e-07,
                "ram": 4.904862433842599e-07,
                "gpu": 1.5861123800000893e-06,
                "total": 2.9997066865787642e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1207.873536,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 0.4916688628196716,
                "mean": 0.006924913560840445,
                "stdev": 0.00035478892668435987,
                "p50": 0.006987008094787597,
                "p90": 0.007342591762542725,
                "p95": 0.007403903961181641,
                "p99": 0.007499705457687378,
                "values": [
                    0.007509696006774902,
                    0.0074954237937927244,
                    0.007400320053100586,
                    0.007086400032043457,
                    0.006998335838317871,
                    0.007376319885253906,
                    0.006843039989471436,
                    0.006915167808532715,
                    0.0071599998474121095,
                    0.007133120059967041,
                    0.006930784225463867,
                    0.007081791877746582,
                    0.007101664066314697,
                    0.007068416118621826,
                    0.007010303974151612,
                    0.007288959980010987,
                    0.007362656116485596,
                    0.0070562238693237305,
                    0.006926752090454101,
                    0.006929791927337646,
                    0.007003647804260254,
                    0.007032192230224609,
                    0.007158336162567139,
                    0.007184832096099853,
                    0.0073352642059326175,
                    0.007342591762542725,
                    0.007289055824279785,
                    0.007424895763397217,
                    0.007146048069000244,
                    0.0072873601913452145,
                    0.007407487869262696,
                    0.007219007968902588,
                    0.007269983768463135,
                    0.007313727855682373,
                    0.007330143928527832,
                    0.007194975852966309,
                    0.0071476798057556155,
                    0.00696672010421753,
                    0.0070136961936950685,
                    0.0068644161224365235,
                    0.006879039764404297,
                    0.006843232154846192,
                    0.0069539198875427245,
                    0.006668223857879639,
                    0.006893824100494385,
                    0.006987008094787597,
                    0.0070953922271728516,
                    0.007289728164672851,
                    0.006946368217468262,
                    0.006946432113647461,
                    0.006830304145812988,
                    0.006851071834564209,
                    0.006673632144927978,
                    0.006410751819610596,
                    0.006355167865753174,
                    0.006427680015563965,
                    0.006346208095550537,
                    0.006341983795166015,
                    0.0063935680389404295,
                    0.006446591854095459,
                    0.006375679969787598,
                    0.006383264064788818,
                    0.006368832111358642,
                    0.006432223796844483,
                    0.00638486385345459,
                    0.006385727882385254,
                    0.006384416103363037,
                    0.006423967838287354,
                    0.006344607830047607,
                    0.006381440162658692,
                    0.006616479873657226
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 288.8122692692888
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.946491520320584e-08,
                "ram": 4.344694540101865e-08,
                "gpu": 1.4853665872483199e-07,
                "total": 2.7144851932905646e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7367879.570474104
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1226.21952,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 0.5160339517593384,
                "mean": 0.007268083827596318,
                "stdev": 0.0003894384415837444,
                "p50": 0.0073810238838195805,
                "p90": 0.0077153282165527345,
                "p95": 0.007812016010284424,
                "p99": 0.007893260955810548,
                "values": [
                    0.007868224143981934,
                    0.007823232173919678,
                    0.007675871849060058,
                    0.0073556160926818845,
                    0.0077272958755493166,
                    0.00755344009399414,
                    0.007256224155426026,
                    0.0073649601936340335,
                    0.00764358377456665,
                    0.007397312164306641,
                    0.007284863948822022,
                    0.0074923839569091795,
                    0.007483903884887695,
                    0.007417984008789062,
                    0.0076208958625793456,
                    0.0077153282165527345,
                    0.0075606398582458495,
                    0.007530943870544433,
                    0.007272352218627929,
                    0.007450496196746826,
                    0.0073129281997680665,
                    0.0076518402099609376,
                    0.007408639907836914,
                    0.0075697598457336425,
                    0.007606527805328369,
                    0.007813055992126465,
                    0.0073810238838195805,
                    0.007625664234161377,
                    0.007680768013000488,
                    0.0076529598236083985,
                    0.0075392317771911625,
                    0.007601024150848389,
                    0.007605247974395752,
                    0.007810976028442383,
                    0.007951680183410645,
                    0.007458879947662354,
                    0.0074527359008789065,
                    0.007489759922027588,
                    0.007315936088562011,
                    0.0073842558860778805,
                    0.007209440231323242,
                    0.006983168125152588,
                    0.007219967842102051,
                    0.006743519783020019,
                    0.007236735820770264,
                    0.007383008003234864,
                    0.007421184062957764,
                    0.007741983890533447,
                    0.007224991798400879,
                    0.007127359867095947,
                    0.007210175991058349,
                    0.006967743873596191,
                    0.0070273919105529785,
                    0.006707104206085205,
                    0.006688479900360107,
                    0.0067067198753356936,
                    0.006731167793273925,
                    0.006683487892150879,
                    0.006678880214691162,
                    0.006649600028991699,
                    0.006810368061065674,
                    0.006678976058959961,
                    0.006761824131011963,
                    0.006837535858154297,
                    0.006690559864044189,
                    0.006682464122772217,
                    0.006647424221038818,
                    0.006726208209991455,
                    0.006656799793243408,
                    0.006661664009094239,
                    0.006729568004608154
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 137.58784622201
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.51395060990996e-08,
                "ram": 4.1085748578514385e-08,
                "gpu": 1.3992677550893306e-07,
                "total": 2.56152030186547e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3903931.58028743
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 0.4819996800422668,
                "mean": 0.006788727887919252,
                "stdev": 0.00033227794135614605,
                "p50": 0.006866943836212158,
                "p90": 0.007175168037414551,
                "p95": 0.007268352031707764,
                "p99": 0.0073377791404724115,
                "values": [
                    0.007305215835571289,
                    0.007286784172058106,
                    0.007135231971740722,
                    0.006855679988861084,
                    0.007192575931549072,
                    0.007029856204986572,
                    0.006749184131622315,
                    0.00682700777053833,
                    0.007108607769012451,
                    0.006882304191589355,
                    0.006759456157684326,
                    0.00694271993637085,
                    0.006968319892883301,
                    0.006896639823913574,
                    0.007054336071014404,
                    0.007175168037414551,
                    0.007065599918365479,
                    0.007021567821502686,
                    0.006777791976928711,
                    0.006914048194885254,
                    0.006796288013458252,
                    0.007121920108795166,
                    0.006885183811187744,
                    0.007038943767547608,
                    0.007064576148986816,
                    0.007268352031707764,
                    0.006866943836212158,
                    0.007109632015228271,
                    0.007146495819091797,
                    0.00708403205871582,
                    0.007044095993041993,
                    0.0070830078125,
                    0.007088128089904785,
                    0.007268352031707764,
                    0.007413760185241699,
                    0.00692633581161499,
                    0.006938623905181885,
                    0.006967296123504638,
                    0.0068351998329162595,
                    0.006872064113616944,
                    0.006713344097137451,
                    0.006510591983795166,
                    0.006740960121154785,
                    0.006343679904937744,
                    0.006785024166107178,
                    0.006889472007751465,
                    0.00688640022277832,
                    0.007268352031707764,
                    0.0067573761940002445,
                    0.006691840171813965,
                    0.006755328178405762,
                    0.006569983959197998,
                    0.006624256134033203,
                    0.006316031932830811,
                    0.006308864116668702,
                    0.00632422399520874,
                    0.006336512088775635,
                    0.006301695823669433,
                    0.006296576023101807,
                    0.006266880035400391,
                    0.0064225602149963375,
                    0.0062873601913452145,
                    0.006347775936126709,
                    0.0064245758056640625,
                    0.006308864116668702,
                    0.006301695823669433,
                    0.00626585578918457,
                    0.006333439826965332,
                    0.006276095867156982,
                    0.006257631778717041,
                    0.006319104194641113
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 147.30300234592264
            },
            "energy": null,
            "efficiency": null
        }
    }
}