{
    "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-5.10.224-212.876.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": "0.34.2",
            "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": 801.357824,
                "max_global_vram": 1362.624512,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.97692333984375,
                "mean": 7.97692333984375,
                "stdev": 0.0,
                "p50": 7.97692333984375,
                "p90": 7.97692333984375,
                "p95": 7.97692333984375,
                "p99": 7.97692333984375,
                "values": [
                    7.97692333984375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 2.372385180555625e-06,
                "ram": 1.28135221724319e-06,
                "gpu": 3.1897247739999437e-06,
                "total": 6.843462171798759e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1204.596736,
                "max_global_vram": 1373.110272,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 75,
                "total": 0.48826886415481563,
                "mean": 0.0065102515220642095,
                "stdev": 0.00017849387546669892,
                "p50": 0.006456895828247071,
                "p90": 0.006625465488433838,
                "p95": 0.006698624181747437,
                "p99": 0.007321351604461671,
                "values": [
                    0.0074971518516540525,
                    0.007259583950042724,
                    0.006658880233764648,
                    0.006456895828247071,
                    0.006422912120819092,
                    0.006410560131072998,
                    0.006445888042449951,
                    0.006424543857574463,
                    0.006404160022735595,
                    0.006438975811004639,
                    0.00643452787399292,
                    0.006405695915222168,
                    0.006398816108703614,
                    0.006459296226501465,
                    0.0064795842170715335,
                    0.006393280029296875,
                    0.006431488037109375,
                    0.0064349122047424314,
                    0.006577568054199219,
                    0.006457568168640137,
                    0.0064999361038208005,
                    0.006415775775909424,
                    0.0064971837997436525,
                    0.006483200073242187,
                    0.006406559944152832,
                    0.006462751865386963,
                    0.0064737281799316405,
                    0.006405280113220215,
                    0.0064132800102233885,
                    0.00645414400100708,
                    0.006425504207611084,
                    0.006413856029510498,
                    0.006520415782928467,
                    0.006520415782928467,
                    0.006437088012695312,
                    0.006454400062561035,
                    0.0064651517868042,
                    0.006405951976776123,
                    0.00647705602645874,
                    0.00703545618057251,
                    0.006696224212646484,
                    0.0064719681739807125,
                    0.006406464099884033,
                    0.00645136022567749,
                    0.006522560119628906,
                    0.006432767868041992,
                    0.006474783897399902,
                    0.006470848083496094,
                    0.006395103931427002,
                    0.006413407802581787,
                    0.0064551677703857425,
                    0.006415455818176269,
                    0.006394591808319092,
                    0.006704224109649658,
                    0.006584383964538574,
                    0.006630303859710693,
                    0.0066406078338623045,
                    0.0065940160751342776,
                    0.006613183975219727,
                    0.00656771183013916,
                    0.006591040134429932,
                    0.006390272140502929,
                    0.006396448135375977,
                    0.00640451192855835,
                    0.0063821120262146,
                    0.006362720012664795,
                    0.006384352207183838,
                    0.006400447845458984,
                    0.0065400638580322265,
                    0.006577600002288819,
                    0.006588479995727539,
                    0.006529952049255371,
                    0.0066162881851196285,
                    0.006618207931518555,
                    0.006591807842254638
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 307.2077926976712
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.16052038241983e-08,
                "ram": 4.458690396815765e-08,
                "gpu": 1.548326961643825e-07,
                "total": 2.8102480395673845e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7116809.519446846
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1222.94272,
                "max_global_vram": 1373.110272,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 75,
                "total": 0.5143893446922303,
                "mean": 0.006858524595896403,
                "stdev": 0.00019294220203449738,
                "p50": 0.006789247989654541,
                "p90": 0.007004140853881837,
                "p95": 0.007072012710571289,
                "p99": 0.00771174553871155,
                "values": [
                    0.0075998082160949705,
                    0.008030336380004882,
                    0.006788608074188233,
                    0.006734240055084229,
                    0.006738976001739502,
                    0.006754464149475098,
                    0.006732384204864502,
                    0.006761407852172852,
                    0.006899583816528321,
                    0.006730976104736328,
                    0.006756415843963623,
                    0.006759552001953125,
                    0.00690831995010376,
                    0.0067266240119934085,
                    0.006715295791625976,
                    0.006753856182098388,
                    0.006758975982666016,
                    0.006848031997680664,
                    0.006728960037231445,
                    0.006852320194244385,
                    0.006808671951293945,
                    0.006868480205535888,
                    0.006751584053039551,
                    0.006798272132873535,
                    0.006794879913330078,
                    0.006740096092224121,
                    0.006771423816680908,
                    0.006784992218017578,
                    0.00678220796585083,
                    0.006735231876373291,
                    0.006772672176361084,
                    0.006779839992523193,
                    0.006924767971038818,
                    0.0067944002151489255,
                    0.006879295825958252,
                    0.006745728015899658,
                    0.006773248195648194,
                    0.006776927947998047,
                    0.006725887775421143,
                    0.007088511943817139,
                    0.0069391999244689945,
                    0.00681708812713623,
                    0.006793407917022705,
                    0.006713535785675049,
                    0.006875328063964844,
                    0.006789247989654541,
                    0.0067636480331420895,
                    0.00690067195892334,
                    0.006793504238128662,
                    0.006721312046051025,
                    0.006963679790496826,
                    0.006805823802947998,
                    0.006772223949432373,
                    0.007054719924926758,
                    0.006982016086578369,
                    0.006933919906616211,
                    0.0069905281066894535,
                    0.0069773120880126955,
                    0.0069736638069152835,
                    0.006938816070556641,
                    0.007013216018676758,
                    0.006755871772766113,
                    0.006753727912902832,
                    0.006721471786499024,
                    0.006772928237915039,
                    0.006737215995788574,
                    0.0067430720329284665,
                    0.006724512100219727,
                    0.0069781441688537595,
                    0.00694323205947876,
                    0.006963679790496826,
                    0.007066688060760498,
                    0.006889152050018311,
                    0.007067135810852051,
                    0.007083392143249512
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 145.8039533164787
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.742482997210195e-08,
                "ram": 4.2319790537055784e-08,
                "gpu": 1.4551198855561912e-07,
                "total": 2.652566090647767e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3769934.3421667437
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 75,
                "total": 0.48427315187454234,
                "mean": 0.00645697535832723,
                "stdev": 0.00017254579441453767,
                "p50": 0.006401023864746094,
                "p90": 0.006602956771850586,
                "p95": 0.006674031782150269,
                "p99": 0.007171031131744387,
                "values": [
                    0.0070522880554199216,
                    0.007508992195129394,
                    0.006396927833557129,
                    0.006343679904937744,
                    0.006352896213531494,
                    0.006366208076477051,
                    0.006343679904937744,
                    0.006345727920532227,
                    0.006501376152038574,
                    0.006342656135559082,
                    0.006366208076477051,
                    0.006372352123260498,
                    0.0065136637687683106,
                    0.006338592052459717,
                    0.0063283839225769046,
                    0.006368256092071533,
                    0.0063569917678833006,
                    0.00642252779006958,
                    0.006326272010803223,
                    0.006461440086364746,
                    0.0064204797744750975,
                    0.006481919765472412,
                    0.006357952117919922,
                    0.006408192157745361,
                    0.006408192157745361,
                    0.006352896213531494,
                    0.006337535858154297,
                    0.006396927833557129,
                    0.006393856048583985,
                    0.0063508481979370115,
                    0.006385663986206055,
                    0.006388735771179199,
                    0.006512639999389648,
                    0.006408192157745361,
                    0.006489088058471679,
                    0.006358016014099121,
                    0.006386688232421875,
                    0.00638976001739502,
                    0.006337535858154297,
                    0.006685696125030518,
                    0.006542335987091064,
                    0.006426623821258545,
                    0.006408192157745361,
                    0.006325247764587402,
                    0.006469632148742676,
                    0.006401023864746094,
                    0.006368256092071533,
                    0.006453248023986816,
                    0.006403071880340576,
                    0.006334464073181153,
                    0.006505472183227539,
                    0.006404032230377197,
                    0.0063836159706115725,
                    0.006633471965789795,
                    0.0065771517753601075,
                    0.006536191940307618,
                    0.006583295822143555,
                    0.006568960189819336,
                    0.0065781760215759275,
                    0.0065413122177124024,
                    0.006616064071655273,
                    0.0063569917678833006,
                    0.006354944229125976,
                    0.0063201279640197755,
                    0.00633241605758667,
                    0.0063498239517211915,
                    0.0063569917678833006,
                    0.006335487842559814,
                    0.0065669121742248536,
                    0.0065382399559021,
                    0.006558720111846924,
                    0.006646783828735352,
                    0.006482944011688232,
                    0.006670335769653321,
                    0.0066826558113098145
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 154.87127401072567
            },
            "energy": null,
            "efficiency": null
        }
    }
}