{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "timm",
            "model": "timm/resnet50.a1_in1k",
            "processor": "timm/resnet50.a1_in1k",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "hub_kwargs": {},
            "no_weights": false,
            "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": "3.10.12",
            "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": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 949.116928,
                "max_global_vram": 1047.003136,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 185,
                "total": 0.9957353234291078,
                "mean": 0.005382353099616799,
                "stdev": 0.00036354319191445517,
                "p50": 0.005568511962890625,
                "p90": 0.0057562943458557125,
                "p95": 0.0058013694763183596,
                "p99": 0.005847366409301758,
                "values": [
                    0.0060375361442565915,
                    0.005776383876800537,
                    0.005804031848907471,
                    0.005818367958068848,
                    0.005831679821014404,
                    0.005745664119720459,
                    0.005880832195281982,
                    0.005731328010559082,
                    0.005776415824890137,
                    0.005757919788360596,
                    0.005743616104125977,
                    0.005752831935882568,
                    0.005693439960479736,
                    0.005608448028564453,
                    0.005687295913696289,
                    0.0057415361404418944,
                    0.005608448028564453,
                    0.005596159934997558,
                    0.0054876160621643065,
                    0.005568511962890625,
                    0.0055808000564575196,
                    0.0055511040687561035,
                    0.005753791809082031,
                    0.005708767890930176,
                    0.005790719985961914,
                    0.0057784318923950195,
                    0.005649407863616943,
                    0.00568012809753418,
                    0.005615615844726562,
                    0.005654528141021729,
                    0.005747712135314941,
                    0.005637119770050049,
                    0.0056514558792114256,
                    0.0057066879272460935,
                    0.005702655792236328,
                    0.005708799839019775,
                    0.005642240047454834,
                    0.005641215801239013,
                    0.005736480236053467,
                    0.005775360107421875,
                    0.005750783920288086,
                    0.005691391944885254,
                    0.005482463836669922,
                    0.005574656009674072,
                    0.0055848960876464845,
                    0.005604320049285889,
                    0.005702720165252685,
                    0.005536767959594726,
                    0.0055797758102417,
                    0.005738495826721191,
                    0.005570559978485107,
                    0.005667776107788086,
                    0.005673984050750733,
                    0.005840991973876953,
                    0.005742591857910156,
                    0.005751808166503906,
                    0.005743616104125977,
                    0.005730303764343261,
                    0.005617663860321045,
                    0.005611487865447998,
                    0.00576204776763916,
                    0.005647359848022461,
                    0.0058388481140136715,
                    0.00563097620010376,
                    0.005753856182098388,
                    0.005728256225585937,
                    0.005567488193511963,
                    0.005600255966186523,
                    0.005590015888214111,
                    0.005694464206695556,
                    0.005603328227996827,
                    0.005693439960479736,
                    0.005725183963775635,
                    0.005656576156616211,
                    0.005551199913024902,
                    0.005577727794647217,
                    0.005594143867492676,
                    0.005637119770050049,
                    0.005649407863616943,
                    0.0056145920753479005,
                    0.00562275218963623,
                    0.005643263816833496,
                    0.005617663860321045,
                    0.005695487976074219,
                    0.005730303764343261,
                    0.005825535774230957,
                    0.0057784318923950195,
                    0.0056739521026611325,
                    0.0057825279235839844,
                    0.005677055835723877,
                    0.005665791988372803,
                    0.005730303764343261,
                    0.005604351997375488,
                    0.005554175853729248,
                    0.005750783920288086,
                    0.005544928073883057,
                    0.005552127838134766,
                    0.005462016105651855,
                    0.00531660795211792,
                    0.005410816192626953,
                    0.005570559978485107,
                    0.005553152084350586,
                    0.005260287761688232,
                    0.0052705278396606445,
                    0.0052941122055053715,
                    0.00522649621963501,
                    0.005537792205810547,
                    0.005265408039093018,
                    0.005508096218109131,
                    0.005559296131134033,
                    0.005488639831542969,
                    0.005728256225585937,
                    0.005641215801239013,
                    0.005805056095123291,
                    0.005511168003082275,
                    0.005824512004852295,
                    0.005206016063690186,
                    0.005047296047210693,
                    0.00495411205291748,
                    0.004938591957092285,
                    0.004951039791107178,
                    0.004941823959350586,
                    0.004947999954223633,
                    0.004928512096405029,
                    0.004965375900268554,
                    0.004958208084106445,
                    0.004929567813873291,
                    0.0049387521743774416,
                    0.005005311965942383,
                    0.004965375900268554,
                    0.00501859188079834,
                    0.004964416027069092,
                    0.00501043176651001,
                    0.004964352130889893,
                    0.0049459199905395506,
                    0.0049192957878112795,
                    0.004876287937164306,
                    0.004897791862487793,
                    0.004891647815704346,
                    0.004927487850189209,
                    0.004921343803405762,
                    0.004914175987243652,
                    0.0049530878067016604,
                    0.004975615978240967,
                    0.004959231853485108,
                    0.004907008171081543,
                    0.004866047859191895,
                    0.004842495918273926,
                    0.004918272018432617,
                    0.0049090561866760255,
                    0.004910079956054687,
                    0.0049162240028381345,
                    0.004926464080810547,
                    0.0049090561866760255,
                    0.004834303855895996,
                    0.004848639965057373,
                    0.004899839878082276,
                    0.004930560111999512,
                    0.004921343803405762,
                    0.0049090561866760255,
                    0.004890624046325683,
                    0.004924416065216064,
                    0.004908031940460205,
                    0.004928512096405029,
                    0.004921343803405762,
                    0.0049162240028381345,
                    0.004936704158782959,
                    0.004917247772216797,
                    0.004888703823089599,
                    0.004884479999542236,
                    0.004924416065216064,
                    0.004926464080810547,
                    0.0049797120094299315,
                    0.004993023872375488,
                    0.0050094079971313476,
                    0.0049797120094299315,
                    0.00496127986907959,
                    0.004895711898803711,
                    0.0049428482055664065,
                    0.0048700480461120604,
                    0.004859903812408447,
                    0.004893695831298828,
                    0.004923327922821045,
                    0.004927487850189209,
                    0.0049079999923706055
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 185.79234425760657
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.237703138759763e-08,
                "ram": 3.395356609666914e-08,
                "gpu": 1.303505987539263e-07,
                "total": 2.2668119623819304e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4411481.925255131
            }
        }
    }
}