{
    "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": 949.248,
                "max_global_vram": 1047.003136,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 187,
                "total": 0.9965516767501831,
                "mean": 0.005329153351605258,
                "stdev": 0.00020189605593450423,
                "p50": 0.005403647899627686,
                "p90": 0.005465702533721924,
                "p95": 0.005572505474090575,
                "p99": 0.005798031234741209,
                "values": [
                    0.005931007862091065,
                    0.005746687889099121,
                    0.005692416191101074,
                    0.005769216060638428,
                    0.00566476821899414,
                    0.005776383876800537,
                    0.005772287845611572,
                    0.005759967803955078,
                    0.006114304065704346,
                    0.005306367874145508,
                    0.005024735927581787,
                    0.0050022401809692385,
                    0.004984831809997559,
                    0.005098495960235596,
                    0.00536678409576416,
                    0.005260287761688232,
                    0.005276671886444092,
                    0.005419007778167725,
                    0.0053002238273620605,
                    0.005344255924224854,
                    0.00531763219833374,
                    0.005269504070281982,
                    0.005270400047302246,
                    0.005372928142547607,
                    0.005306367874145508,
                    0.005314559936523438,
                    0.0053350400924682614,
                    0.005276671886444092,
                    0.005275648117065429,
                    0.005340159893035889,
                    0.005286911964416504,
                    0.005313536167144775,
                    0.005286911964416504,
                    0.005303296089172363,
                    0.005272575855255127,
                    0.005405695915222168,
                    0.005246975898742676,
                    0.0050124797821044925,
                    0.00510368013381958,
                    0.005089280128479004,
                    0.005056511878967285,
                    0.005017600059509277,
                    0.005131231784820557,
                    0.00501964807510376,
                    0.005015552043914795,
                    0.005023744106292725,
                    0.005044223785400391,
                    0.005004288196563721,
                    0.0050165758132934574,
                    0.005058559894561767,
                    0.005018623828887939,
                    0.005001215934753418,
                    0.005018623828887939,
                    0.004999167919158935,
                    0.004977663993835449,
                    0.004993023872375488,
                    0.005031936168670655,
                    0.005047296047210693,
                    0.0050094079971313476,
                    0.00501043176651001,
                    0.005032959938049316,
                    0.005066751956939697,
                    0.005024767875671386,
                    0.004982848167419434,
                    0.004977663993835449,
                    0.005033984184265137,
                    0.004944896221160889,
                    0.00496230411529541,
                    0.0049920639991760255,
                    0.0050462718009948735,
                    0.004998144149780274,
                    0.004998144149780274,
                    0.004993023872375488,
                    0.0050360321998596195,
                    0.0050032958984375,
                    0.00501043176651001,
                    0.005049344062805176,
                    0.005013440132141113,
                    0.005288959980010987,
                    0.005417984008789062,
                    0.005425151824951172,
                    0.005391359806060791,
                    0.005464064121246338,
                    0.0054271998405456545,
                    0.005426176071166992,
                    0.005439487934112549,
                    0.005407743930816651,
                    0.005437439918518067,
                    0.005411839962005615,
                    0.005410816192626953,
                    0.005431295871734619,
                    0.005419007778167725,
                    0.005354496002197265,
                    0.005446656227111817,
                    0.005425151824951172,
                    0.005443583965301513,
                    0.005483520030975342,
                    0.005433343887329102,
                    0.005420032024383545,
                    0.005448703765869141,
                    0.0053975038528442385,
                    0.005412864208221436,
                    0.0054241280555725096,
                    0.005395455837249756,
                    0.005468160152435303,
                    0.005402624130249023,
                    0.0053350400924682614,
                    0.005347328186035156,
                    0.005316544055938721,
                    0.005341184139251709,
                    0.005399551868438721,
                    0.005432320117950439,
                    0.00541593599319458,
                    0.005468160152435303,
                    0.005417984008789062,
                    0.005436416149139404,
                    0.005451776027679443,
                    0.005404672145843506,
                    0.005458943843841553,
                    0.005359615802764893,
                    0.00541593599319458,
                    0.005477375984191894,
                    0.005419072151184082,
                    0.005450751781463623,
                    0.005495808124542236,
                    0.005452799797058106,
                    0.005446656227111817,
                    0.005444608211517334,
                    0.005605375766754151,
                    0.00537497615814209,
                    0.005396480083465576,
                    0.005421055793762207,
                    0.005468160152435303,
                    0.005438464164733887,
                    0.005426176071166992,
                    0.005454847812652588,
                    0.005380095958709717,
                    0.005486591815948487,
                    0.005423200130462646,
                    0.005386240005493164,
                    0.005482495784759522,
                    0.005378047943115235,
                    0.005435391902923584,
                    0.005445631980895996,
                    0.0054271998405456545,
                    0.005398528099060058,
                    0.005422080039978027,
                    0.005403647899627686,
                    0.005430272102355957,
                    0.00541593599319458,
                    0.005392384052276611,
                    0.0054271998405456545,
                    0.005411839962005615,
                    0.005421055793762207,
                    0.005439487934112549,
                    0.005450751781463623,
                    0.005414944171905517,
                    0.005447616100311279,
                    0.005416959762573242,
                    0.005407743930816651,
                    0.005380127906799316,
                    0.005381120204925537,
                    0.005429247856140137,
                    0.005402624130249023,
                    0.005420032024383545,
                    0.005475327968597412,
                    0.005412864208221436,
                    0.00542310380935669,
                    0.00542310380935669,
                    0.0054241280555725096,
                    0.005404672145843506,
                    0.005430272102355957,
                    0.005378047943115235,
                    0.005450687885284424,
                    0.005399551868438721,
                    0.005413887977600097,
                    0.005441535949707031,
                    0.005392384052276611,
                    0.0054271998405456545,
                    0.005419007778167725,
                    0.005403647899627686,
                    0.005413887977600097,
                    0.005443583965301513,
                    0.005339136123657226,
                    0.005435391902923584,
                    0.005426208019256592,
                    0.005413887977600097
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 187.6470677464701
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.304709130708771e-08,
                "ram": 3.4469226530029816e-08,
                "gpu": 1.2918154542553206e-07,
                "total": 2.2669786326264955e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4411157.589259725
            }
        }
    }
}