{
    "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": {},
            "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,
            "memory": true,
            "latency": 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": 66697.25696,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.220-209.869.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 791.187456,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.52911865234375,
                "mean": 7.52911865234375,
                "stdev": 0.0,
                "p50": 7.52911865234375,
                "p90": 7.52911865234375,
                "p95": 7.52911865234375,
                "p99": 7.52911865234375,
                "values": [
                    7.52911865234375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.299301251388915e-06,
                "ram": 2.340809606920582e-06,
                "gpu": 6.721394265999845e-06,
                "total": 1.3361505124309342e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 979.111936,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 151,
                "total": 0.9994751667976384,
                "mean": 0.006619040839719457,
                "stdev": 0.00023499950729520335,
                "p50": 0.006583327770233154,
                "p90": 0.006749184131622315,
                "p95": 0.007313920021057129,
                "p99": 0.0074414081573486324,
                "values": [
                    0.007393280029296875,
                    0.007352320194244385,
                    0.0074670081138610836,
                    0.0073768959045410155,
                    0.007315455913543701,
                    0.007304192066192627,
                    0.007346176147460938,
                    0.007312384128570557,
                    0.007505856037139893,
                    0.006481919765472412,
                    0.006369279861450195,
                    0.006366208076477051,
                    0.006362112045288086,
                    0.006391808032989502,
                    0.0063610877990722655,
                    0.006375423908233643,
                    0.006311935901641846,
                    0.006364128112792969,
                    0.006405119895935059,
                    0.0062494721412658695,
                    0.006323200225830078,
                    0.00624124813079834,
                    0.006335487842559814,
                    0.006311935901641846,
                    0.006310912132263183,
                    0.006311935901641846,
                    0.006331391811370849,
                    0.006612991809844971,
                    0.006646719932556153,
                    0.0066119680404663084,
                    0.006627327919006347,
                    0.006565887928009034,
                    0.006567935943603515,
                    0.006635519981384277,
                    0.00659660816192627,
                    0.00659660816192627,
                    0.006590464115142822,
                    0.006550591945648193,
                    0.006524928092956543,
                    0.007415808200836181,
                    0.006653952121734619,
                    0.006551551818847656,
                    0.006599679946899414,
                    0.006519807815551758,
                    0.006483903884887695,
                    0.006535168170928955,
                    0.006535168170928955,
                    0.006542335987091064,
                    0.0065382399559021,
                    0.0065146880149841305,
                    0.006501376152038574,
                    0.006368256092071533,
                    0.006310912132263183,
                    0.006468607902526856,
                    0.006404096126556396,
                    0.006428671836853027,
                    0.006334464073181153,
                    0.006322175979614258,
                    0.00637440013885498,
                    0.0064849920272827145,
                    0.0066447358131408694,
                    0.006669312000274658,
                    0.006568960189819336,
                    0.006617087841033936,
                    0.006635519981384277,
                    0.006589439868927002,
                    0.006628352165222168,
                    0.0066744318008422855,
                    0.0066641921997070315,
                    0.006658048152923584,
                    0.006659071922302246,
                    0.006615039825439453,
                    0.006672383785247803,
                    0.006665215969085693,
                    0.00659660816192627,
                    0.006687744140625,
                    0.0067358717918396,
                    0.006622208118438721,
                    0.006703104019165039,
                    0.006754303932189941,
                    0.006711296081542969,
                    0.006749184131622315,
                    0.00672870397567749,
                    0.006723584175109864,
                    0.006584352016448975,
                    0.006627327919006347,
                    0.006606912136077881,
                    0.006560768127441406,
                    0.006675519943237305,
                    0.006632448196411133,
                    0.006564799785614014,
                    0.006597631931304931,
                    0.006583327770233154,
                    0.006586368083953857,
                    0.006632448196411133,
                    0.006574079990386963,
                    0.006650879859924317,
                    0.006905856132507324,
                    0.006821887969970703,
                    0.006661119937896728,
                    0.0067358717918396,
                    0.006694911956787109,
                    0.0066447358131408694,
                    0.006729728221893311,
                    0.006650879859924317,
                    0.0065627841949462895,
                    0.0067041277885437015,
                    0.006616032123565674,
                    0.006560832023620605,
                    0.006731776237487793,
                    0.006765567779541016,
                    0.006652927875518798,
                    0.0065812478065490725,
                    0.0065781760215759275,
                    0.00653926420211792,
                    0.006563839912414551,
                    0.006582272052764892,
                    0.006553599834442139,
                    0.006605823993682861,
                    0.006534143924713135,
                    0.006568960189819336,
                    0.0067461438179016115,
                    0.006756351947784424,
                    0.00669593620300293,
                    0.006615039825439453,
                    0.0066007041931152345,
                    0.0065484800338745115,
                    0.006567935943603515,
                    0.006556672096252441,
                    0.006575104236602783,
                    0.0065812478065490725,
                    0.006554624080657959,
                    0.006616064071655273,
                    0.006563839912414551,
                    0.006545407772064209,
                    0.00657203197479248,
                    0.006563839912414551,
                    0.006545407772064209,
                    0.00658022403717041,
                    0.006591487884521485,
                    0.006518784046173095,
                    0.006586368083953857,
                    0.0065474557876586915,
                    0.0065136637687683106,
                    0.006559743881225586,
                    0.006559743881225586,
                    0.0065484800338745115,
                    0.006595583915710449,
                    0.006540287971496582,
                    0.006559743881225586,
                    0.0065771517753601075
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 151.07929142833092
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.777302322530664e-08,
                "ram": 4.2523539600353063e-08,
                "gpu": 1.6759817329411867e-07,
                "total": 2.878947361197784e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3473491.7820239365
            }
        }
    }
}