{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "model": "openai-community/gpt2",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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,
            "latency": true,
            "memory": 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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.0",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1053.827072,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.007552
            },
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.4991265563964844,
                "mean": 0.008605630282698005,
                "stdev": 0.00039882273470147605,
                "p50": 0.008631056308746339,
                "p90": 0.009216473293304444,
                "p95": 0.009356646156311035,
                "p99": 0.009561951732635498,
                "values": [
                    0.009474368095397949,
                    0.009335871696472167,
                    0.00929036808013916,
                    0.009185983657836913,
                    0.008739328384399414,
                    0.008612735748291016,
                    0.008707679748535157,
                    0.0089967679977417,
                    0.009663968086242676,
                    0.009287615776062012,
                    0.008998080253601074,
                    0.008637727737426758,
                    0.008713343620300292,
                    0.008609375953674316,
                    0.008684831619262695,
                    0.008717984199523925,
                    0.00881769561767578,
                    0.008802656173706055,
                    0.008634336471557617,
                    0.008776512145996094,
                    0.008720735549926757,
                    0.008646559715270997,
                    0.008831711769104003,
                    0.008716511726379394,
                    0.00862777614593506,
                    0.008812992095947266,
                    0.00901740837097168,
                    0.008878496170043946,
                    0.008746591567993164,
                    0.008837056159973145,
                    0.008539487838745117,
                    0.008598624229431152,
                    0.008375040054321289,
                    0.008586655616760254,
                    0.008687647819519043,
                    0.009484992027282715,
                    0.008326751708984375,
                    0.008191295623779297,
                    0.008195072174072266,
                    0.00822265625,
                    0.008154239654541016,
                    0.008176959991455079,
                    0.008138079643249512,
                    0.00812217617034912,
                    0.008235551834106446,
                    0.008111776351928711,
                    0.008221856117248535,
                    0.008171520233154296,
                    0.0082041597366333,
                    0.008209247589111329,
                    0.008181280136108398,
                    0.008283647537231445,
                    0.00832572841644287,
                    0.008115455627441407,
                    0.008104479789733887,
                    0.008142784118652343,
                    0.008134143829345703,
                    0.008362175941467286
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 232.40598704560747
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0061583388772164e-07,
                "ram": 5.5012300886042116e-08,
                "gpu": 1.8085466445763328e-07,
                "total": 3.3648279923139706e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 5943840.233641818
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1053.827072,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.4576
            },
            "latency": {
                "unit": "s",
                "count": 58,
                "total": 0.5156737575531007,
                "mean": 0.008890926854363804,
                "stdev": 0.00038642459451632523,
                "p50": 0.00897488021850586,
                "p90": 0.009417795085906983,
                "p95": 0.009624700975418092,
                "p99": 0.00971799641609192,
                "values": [
                    0.009621888160705567,
                    0.009640640258789062,
                    0.009649567604064942,
                    0.009377663612365722,
                    0.009076607704162598,
                    0.009049375534057618,
                    0.009074399948120117,
                    0.009542367935180663,
                    0.009808704376220704,
                    0.009394207954406738,
                    0.009358688354492188,
                    0.009178112030029297,
                    0.009113727569580078,
                    0.008954943656921387,
                    0.00901200008392334,
                    0.009047200202941894,
                    0.009189888000488282,
                    0.009071807861328125,
                    0.009094047546386718,
                    0.00907545566558838,
                    0.008986080169677734,
                    0.008973024368286132,
                    0.008976767539978028,
                    0.009014592170715333,
                    0.009038175582885742,
                    0.009472831726074219,
                    0.009201184272766113,
                    0.009077119827270507,
                    0.008983712196350097,
                    0.009007488250732422,
                    0.008916864395141602,
                    0.008688639640808106,
                    0.008921343803405762,
                    0.008976736068725587,
                    0.008877887725830078,
                    0.008733440399169921,
                    0.008503135681152343,
                    0.008486880302429198,
                    0.008549663543701172,
                    0.00861513614654541,
                    0.00841487979888916,
                    0.008380000114440917,
                    0.008418848037719726,
                    0.008449472427368165,
                    0.00843331241607666,
                    0.008434592247009277,
                    0.008488575935363769,
                    0.008439807891845704,
                    0.008459744453430175,
                    0.008478943824768066,
                    0.008568575859069824,
                    0.008608511924743652,
                    0.008369471549987793,
                    0.008466879844665527,
                    0.008359295845031738,
                    0.008367487907409668,
                    0.008527839660644531,
                    0.008675519943237304
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 112.47421291169262
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.509041504708152e-08,
                "ram": 5.199449542950311e-08,
                "gpu": 1.7175946098494537e-07,
                "total": 3.1884437146152987e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3136326.3381949174
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 57,
                "total": 0.9975111732482908,
                "mean": 0.017500196021899846,
                "stdev": 0.0007495505766049658,
                "p50": 0.01765478324890137,
                "p90": 0.01842974739074707,
                "p95": 0.01877872619628906,
                "p99": 0.0192828214263916,
                "values": [
                    0.01903411293029785,
                    0.018981887817382814,
                    0.01862553596496582,
                    0.01785958480834961,
                    0.017681407928466796,
                    0.01780735969543457,
                    0.01846784019470215,
                    0.019599359512329103,
                    0.018727935791015626,
                    0.018404352188110353,
                    0.01784524726867676,
                    0.017863679885864257,
                    0.0175861759185791,
                    0.017723392486572266,
                    0.017789951324462892,
                    0.01802649688720703,
                    0.017938432693481447,
                    0.017750015258789064,
                    0.01785036849975586,
                    0.017779712677001954,
                    0.01764454460144043,
                    0.01785241508483887,
                    0.017755136489868165,
                    0.01768448066711426,
                    0.018295808792114256,
                    0.01826918411254883,
                    0.01799884796142578,
                    0.017756160736083985,
                    0.017879039764404296,
                    0.017494016647338868,
                    0.017408000946044923,
                    0.0172410888671875,
                    0.01758720016479492,
                    0.01765478324890137,
                    0.018280448913574218,
                    0.016883712768554687,
                    0.016705535888671876,
                    0.0167587833404541,
                    0.016875520706176757,
                    0.0165980167388916,
                    0.016582656860351562,
                    0.01658060836791992,
                    0.01658880043029785,
                    0.016691200256347655,
                    0.016578559875488282,
                    0.016710655212402344,
                    0.016662527084350585,
                    0.016687103271484375,
                    0.016709632873535156,
                    0.01676697540283203,
                    0.016907264709472656,
                    0.016744447708129884,
                    0.01660825538635254,
                    0.016489471435546875,
                    0.016530431747436524,
                    0.016671743392944336,
                    0.017035263061523438
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 57.142217078516964
            },
            "energy": null,
            "efficiency": null
        }
    }
}