{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "timm",
            "model_type": "resnet50",
            "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",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 969.203712,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 146,
                "total": 0.9977535986900329,
                "mean": 0.0068339287581509105,
                "stdev": 0.00022736988364214887,
                "p50": 0.006789120197296142,
                "p90": 0.007172096014022827,
                "p95": 0.007224575996398926,
                "p99": 0.007490304112434389,
                "values": [
                    0.007547904014587403,
                    0.007194623947143554,
                    0.00724070405960083,
                    0.007241727828979493,
                    0.007187456130981445,
                    0.007206912040710449,
                    0.007203839778900147,
                    0.007076863765716553,
                    0.007230463981628418,
                    0.006855679988861084,
                    0.006817791938781738,
                    0.00682700777053833,
                    0.006813695907592773,
                    0.0067358717918396,
                    0.006940671920776367,
                    0.006988800048828125,
                    0.007051263809204102,
                    0.006993919849395752,
                    0.006845407962799073,
                    0.006811647891998291,
                    0.0068577280044555666,
                    0.006789120197296142,
                    0.006690815925598144,
                    0.006804480075836182,
                    0.006941696166992187,
                    0.006852608203887939,
                    0.006853631973266602,
                    0.006816768169403077,
                    0.006845439910888672,
                    0.006770688056945801,
                    0.006822912216186523,
                    0.006838272094726563,
                    0.006884352207183838,
                    0.006838240146636963,
                    0.006776800155639648,
                    0.0067010560035705566,
                    0.00672051191329956,
                    0.0067348480224609375,
                    0.006762495994567871,
                    0.006740992069244385,
                    0.007063551902770996,
                    0.007047167778015137,
                    0.007116799831390381,
                    0.007170048236846924,
                    0.00713318395614624,
                    0.007153600215911865,
                    0.007088128089904785,
                    0.007090176105499267,
                    0.007105535984039306,
                    0.007111680030822754,
                    0.007163904190063477,
                    0.007116799831390381,
                    0.007419904232025146,
                    0.007174143791198731,
                    0.007067647933959961,
                    0.007057375907897949,
                    0.006789120197296142,
                    0.006799359798431396,
                    0.006904831886291504,
                    0.006785024166107178,
                    0.0067686400413513184,
                    0.006760447978973389,
                    0.006766655921936035,
                    0.006806528091430664,
                    0.006799359798431396,
                    0.006793216228485107,
                    0.00682700777053833,
                    0.00694271993637085,
                    0.006899712085723877,
                    0.006875135898590088,
                    0.006904831886291504,
                    0.007244800090789795,
                    0.007120895862579346,
                    0.007110655784606934,
                    0.007255040168762207,
                    0.0068249602317810056,
                    0.006873087882995605,
                    0.00669593620300293,
                    0.006687744140625,
                    0.006535168170928955,
                    0.00657919979095459,
                    0.006779903888702392,
                    0.006597631931304931,
                    0.00638976001739502,
                    0.006456287860870361,
                    0.00642252779006958,
                    0.006592512130737305,
                    0.00689356803894043,
                    0.007106560230255127,
                    0.006969344139099121,
                    0.007060480117797851,
                    0.007196671962738037,
                    0.007201791763305664,
                    0.006882304191589355,
                    0.0075632638931274416,
                    0.006825984001159668,
                    0.006767615795135498,
                    0.006680575847625733,
                    0.006751232147216797,
                    0.006721536159515381,
                    0.006729728221893311,
                    0.006716415882110595,
                    0.006683648109436035,
                    0.006643712043762207,
                    0.006555647850036621,
                    0.006618112087249756,
                    0.0066007041931152345,
                    0.006725632190704346,
                    0.006604800224304199,
                    0.006833151817321777,
                    0.006650879859924317,
                    0.006689792156219483,
                    0.006696959972381592,
                    0.006661119937896728,
                    0.00669593620300293,
                    0.006688767910003662,
                    0.006621183872222901,
                    0.0065812478065490725,
                    0.00658022403717041,
                    0.006560768127441406,
                    0.00657919979095459,
                    0.0065812478065490725,
                    0.006551551818847656,
                    0.006563839912414551,
                    0.006559743881225586,
                    0.006592512130737305,
                    0.006670335769653321,
                    0.006663167953491211,
                    0.006702079772949219,
                    0.006661119937896728,
                    0.006585343837738037,
                    0.0065413122177124024,
                    0.006595583915710449,
                    0.006562816143035889,
                    0.006569983959197998,
                    0.006654975891113281,
                    0.006676479816436768,
                    0.006652895927429199,
                    0.006690815925598144,
                    0.006667263984680176,
                    0.006678463935852051,
                    0.00669593620300293,
                    0.0066744318008422855,
                    0.006659071922302246,
                    0.006694911956787109,
                    0.00674508810043335
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 146.3287130125973
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.860949585067603e-08,
                "ram": 4.2973866050950675e-08,
                "gpu": 1.6377128627814664e-07,
                "total": 2.853546481797734e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3504411.112203086
            }
        }
    }
}