{
    "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": "0.2.1",
            "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": 949.153792,
                "max_global_vram": 1047.003136,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 185,
                "total": 0.9948069109916683,
                "mean": 0.00537733465400902,
                "stdev": 0.0003178198365425251,
                "p50": 0.005343232154846191,
                "p90": 0.005610700798034668,
                "p95": 0.00574320650100708,
                "p99": 0.006468771972656245,
                "values": [
                    0.007903232097625732,
                    0.007609344005584716,
                    0.00587775993347168,
                    0.005615615844726562,
                    0.00597811222076416,
                    0.005855231761932373,
                    0.005882880210876465,
                    0.0058091521263122555,
                    0.005777408123016357,
                    0.0057415680885314945,
                    0.005726208209991455,
                    0.005702655792236328,
                    0.005650432109832764,
                    0.005743616104125977,
                    0.005684224128723145,
                    0.005730303764343261,
                    0.005603328227996827,
                    0.005299200057983398,
                    0.005350399971008301,
                    0.00535859203338623,
                    0.005343232154846191,
                    0.005485568046569824,
                    0.005445631980895996,
                    0.005497856140136719,
                    0.005441535949707031,
                    0.005444608211517334,
                    0.005396480083465576,
                    0.0053975038528442385,
                    0.005295104026794434,
                    0.005462016105651855,
                    0.005480447769165039,
                    0.005481472015380859,
                    0.005446656227111817,
                    0.005431295871734619,
                    0.005492735862731934,
                    0.0054271998405456545,
                    0.00536678409576416,
                    0.005425151824951172,
                    0.005421055793762207,
                    0.005446656227111817,
                    0.005483520030975342,
                    0.005441535949707031,
                    0.00532480001449585,
                    0.005249023914337158,
                    0.005251071929931641,
                    0.00526643180847168,
                    0.00532480001449585,
                    0.005325823783874512,
                    0.005272575855255127,
                    0.005405695915222168,
                    0.005413887977600097,
                    0.00538316822052002,
                    0.005432320117950439,
                    0.005483520030975342,
                    0.00550816011428833,
                    0.005476352214813233,
                    0.005447711944580078,
                    0.005517312049865723,
                    0.005410816192626953,
                    0.005398528099060058,
                    0.00532476806640625,
                    0.005407743930816651,
                    0.00551526403427124,
                    0.005446656227111817,
                    0.005393407821655274,
                    0.005471231937408447,
                    0.005440512180328369,
                    0.005326848030090332,
                    0.005256192207336426,
                    0.005502975940704345,
                    0.005395455837249756,
                    0.005361663818359375,
                    0.005340159893035889,
                    0.005511168003082275,
                    0.005434432029724121,
                    0.00530944013595581,
                    0.0053606400489807126,
                    0.005343232154846191,
                    0.005345280170440674,
                    0.005371840000152588,
                    0.005362720012664795,
                    0.005351424217224121,
                    0.005385216236114502,
                    0.005387263774871826,
                    0.005342207908630371,
                    0.005444608211517334,
                    0.0054876160621643065,
                    0.005518335819244385,
                    0.005441535949707031,
                    0.005468160152435303,
                    0.005485568046569824,
                    0.0053975038528442385,
                    0.005414912223815918,
                    0.005467135906219483,
                    0.005344255924224854,
                    0.005268479824066162,
                    0.005455872058868408,
                    0.005322751998901368,
                    0.005295104026794434,
                    0.005251071929931641,
                    0.005064703941345215,
                    0.005122047901153564,
                    0.005328896045684814,
                    0.005280767917633057,
                    0.005086207866668701,
                    0.0050728960037231445,
                    0.0050421757698059086,
                    0.004999167919158935,
                    0.005047296047210693,
                    0.005076960086822509,
                    0.005089280128479004,
                    0.005433343887329102,
                    0.005480447769165039,
                    0.005543935775756836,
                    0.005598207950592041,
                    0.005691391944885254,
                    0.005724160194396972,
                    0.005458943843841553,
                    0.005399551868438721,
                    0.005434368133544922,
                    0.006251520156860352,
                    0.005358655929565429,
                    0.005139455795288086,
                    0.005105663776397705,
                    0.00506060791015625,
                    0.005114880084991455,
                    0.00505241584777832,
                    0.005056511878967285,
                    0.005082111835479736,
                    0.005082111835479736,
                    0.005022719860076904,
                    0.0050083518028259276,
                    0.005004288196563721,
                    0.005083136081695557,
                    0.005031936168670655,
                    0.005090303897857666,
                    0.005221375942230225,
                    0.0052008957862854,
                    0.005182464122772217,
                    0.005198847770690918,
                    0.005214208126068115,
                    0.0052091522216796875,
                    0.005183487892150879,
                    0.00522547197341919,
                    0.0052070398330688475,
                    0.005174240112304687,
                    0.005212160110473632,
                    0.0052070398330688475,
                    0.005196832180023194,
                    0.005222400188446045,
                    0.0052674560546875,
                    0.005246975898742676,
                    0.005298175811767578,
                    0.005272575855255127,
                    0.0052008957862854,
                    0.005191648006439209,
                    0.0052008957862854,
                    0.005210112094879151,
                    0.005194752216339111,
                    0.0052111358642578124,
                    0.005198847770690918,
                    0.005185535907745361,
                    0.0052295680046081545,
                    0.005204991817474365,
                    0.005185535907745361,
                    0.005210112094879151,
                    0.005187647819519043,
                    0.005184512138366699,
                    0.00522547197341919,
                    0.005249023914337158,
                    0.005262335777282715,
                    0.005258240222930908,
                    0.005268479824066162,
                    0.005277696132659912,
                    0.00526643180847168,
                    0.005256192207336426,
                    0.005243840217590332,
                    0.0052295680046081545,
                    0.005268479824066162,
                    0.005258240222930908,
                    0.005255167961120606,
                    0.005275648117065429,
                    0.005246975898742676,
                    0.005245952129364013,
                    0.00536678409576416
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 185.965736622782
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.943594624598822e-08,
                "ram": 3.249048695579404e-08,
                "gpu": 1.3212371680999964e-07,
                "total": 2.240501500117819e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4463286.4559448585
            }
        }
    }
}