{
    "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": 969.187328,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 143,
                "total": 0.9973422703742982,
                "mean": 0.006974421471148938,
                "stdev": 0.00026057372474452356,
                "p50": 0.007039999961853028,
                "p90": 0.0072605438232421875,
                "p95": 0.007307980680465698,
                "p99": 0.007597750310897829,
                "values": [
                    0.007849984169006348,
                    0.007192575931549072,
                    0.007319551944732666,
                    0.007258111953735351,
                    0.007652383804321289,
                    0.007366687774658203,
                    0.007244800090789795,
                    0.007208960056304932,
                    0.007280640125274658,
                    0.007113728046417236,
                    0.007108607769012451,
                    0.0070860800743103025,
                    0.007110655784606934,
                    0.006996992111206054,
                    0.007023615837097168,
                    0.007017471790313721,
                    0.0070553598403930665,
                    0.00713318395614624,
                    0.007262207984924316,
                    0.007309311866760254,
                    0.007143424034118652,
                    0.007145472049713135,
                    0.007000063896179199,
                    0.0070860800743103025,
                    0.007176191806793213,
                    0.0071792640686035155,
                    0.007234560012817383,
                    0.007194623947143554,
                    0.0071188478469848635,
                    0.007078911781311035,
                    0.007079967975616455,
                    0.007131135940551757,
                    0.007113728046417236,
                    0.0072837119102478025,
                    0.007204864025115967,
                    0.007017471790313721,
                    0.006966271877288818,
                    0.007002111911773682,
                    0.007131135940551757,
                    0.007204864025115967,
                    0.007094272136688232,
                    0.007054336071014404,
                    0.007135231971740722,
                    0.007261151790618896,
                    0.007197696208953858,
                    0.007168064117431641,
                    0.00713318395614624,
                    0.0071188478469848635,
                    0.007266304016113281,
                    0.007207935810089112,
                    0.007310336112976074,
                    0.007090176105499267,
                    0.007061503887176514,
                    0.007296000003814697,
                    0.007080959796905518,
                    0.007001088142395019,
                    0.007090176105499267,
                    0.007038976192474365,
                    0.007178239822387696,
                    0.007054336071014404,
                    0.007036928176879883,
                    0.007049215793609619,
                    0.0070553598403930665,
                    0.007122943878173828,
                    0.007233535766601563,
                    0.007218175888061523,
                    0.007112703800201416,
                    0.007197696208953858,
                    0.007310336112976074,
                    0.007198719978332519,
                    0.007217152118682861,
                    0.007108607769012451,
                    0.007090176105499267,
                    0.007145472049713135,
                    0.007039999961853028,
                    0.007070720195770264,
                    0.007035903930664063,
                    0.0070522880554199216,
                    0.006915071964263916,
                    0.006937600135803222,
                    0.007156735897064209,
                    0.006998015880584717,
                    0.006721536159515381,
                    0.006662144184112549,
                    0.006670335769653321,
                    0.006829055786132812,
                    0.007008255958557129,
                    0.0068280320167541505,
                    0.006779839992523193,
                    0.0069550080299377445,
                    0.007271423816680909,
                    0.0069959678649902345,
                    0.006865888118743896,
                    0.0068915200233459475,
                    0.006881279945373535,
                    0.00669593620300293,
                    0.006763519763946534,
                    0.006910975933074951,
                    0.0068577280044555666,
                    0.006647808074951172,
                    0.006675456047058105,
                    0.006574016094207763,
                    0.006666240215301514,
                    0.006631423950195312,
                    0.006582335948944092,
                    0.006731776237487793,
                    0.006618112087249756,
                    0.0069928960800170895,
                    0.007522304058074952,
                    0.007236608028411865,
                    0.006967296123504638,
                    0.007105535984039306,
                    0.006801343917846679,
                    0.006754303932189941,
                    0.006672383785247803,
                    0.006609920024871826,
                    0.006665279865264892,
                    0.006601727962493896,
                    0.006616064071655273,
                    0.006568960189819336,
                    0.006625247955322266,
                    0.006573056221008301,
                    0.006562816143035889,
                    0.006624256134033203,
                    0.006556672096252441,
                    0.006687776088714599,
                    0.006633471965789795,
                    0.006574079990386963,
                    0.006800384044647217,
                    0.006754303932189941,
                    0.006652927875518798,
                    0.006661151885986328,
                    0.006595583915710449,
                    0.0065781760215759275,
                    0.006620160102844238,
                    0.006683648109436035,
                    0.006560768127441406,
                    0.006593535900115967,
                    0.006639616012573242,
                    0.006524928092956543,
                    0.006606847763061524,
                    0.006603775978088379,
                    0.006573056221008301
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 143.38106811248733
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.478450141862754e-08,
                "ram": 4.08783339859475e-08,
                "gpu": 1.7097323251572702e-07,
                "total": 2.8663606792030204e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3488744.4809564087
            }
        }
    }
}