{
    "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": 66697.293824,
            "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": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "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": 789.291008,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.51147412109375,
                "mean": 7.51147412109375,
                "stdev": 0.0,
                "p50": 7.51147412109375,
                "p90": 7.51147412109375,
                "p95": 7.51147412109375,
                "p99": 7.51147412109375,
                "values": [
                    7.51147412109375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.315709902180566e-06,
                "ram": 2.3469959448665162e-06,
                "gpu": 6.608338619999189e-06,
                "total": 1.3271044467046272e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.584704,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 145,
                "total": 0.9976571536064145,
                "mean": 0.00688039416280286,
                "stdev": 0.0001901966630943743,
                "p50": 0.006797311782836914,
                "p90": 0.007175372695922852,
                "p95": 0.007213049697875977,
                "p99": 0.00728186866760254,
                "values": [
                    0.006968319892883301,
                    0.006998015880584717,
                    0.006966207981109619,
                    0.006960127830505371,
                    0.006882463932037354,
                    0.007001215934753418,
                    0.006809599876403808,
                    0.00675328016281128,
                    0.00675113582611084,
                    0.006665215969085693,
                    0.00673689603805542,
                    0.006759424209594727,
                    0.006726655960083008,
                    0.006635519981384277,
                    0.006708288192749023,
                    0.006746111869812011,
                    0.006821887969970703,
                    0.006819839954376221,
                    0.006817791938781738,
                    0.006811647891998291,
                    0.00679423999786377,
                    0.0067041277885437015,
                    0.006754303932189941,
                    0.00684441614151001,
                    0.006778880119323731,
                    0.006804480075836182,
                    0.006846464157104492,
                    0.006797311782836914,
                    0.006738944053649902,
                    0.006969344139099121,
                    0.007030784130096435,
                    0.006790143966674805,
                    0.006838272094726563,
                    0.006650879859924317,
                    0.006620160102844238,
                    0.006773759841918945,
                    0.006795392036437988,
                    0.006669312000274658,
                    0.007117824077606201,
                    0.0071495680809020995,
                    0.007136256217956543,
                    0.007211008071899414,
                    0.0072130560874938965,
                    0.007194623947143554,
                    0.00719155216217041,
                    0.0071577920913696285,
                    0.007102464199066162,
                    0.007046144008636474,
                    0.007186431884765625,
                    0.0071526398658752445,
                    0.00711683177947998,
                    0.007131135940551757,
                    0.007008255958557129,
                    0.00707583999633789,
                    0.007024640083312988,
                    0.007063551902770996,
                    0.00714137601852417,
                    0.006999040126800537,
                    0.007070879936218261,
                    0.0071495680809020995,
                    0.007241727828979493,
                    0.007151616096496582,
                    0.007213024139404297,
                    0.007218175888061523,
                    0.0073134078979492185,
                    0.007228415966033935,
                    0.007227392196655274,
                    0.007219200134277344,
                    0.00719974422454834,
                    0.007186431884765625,
                    0.007146495819091797,
                    0.007077888011932373,
                    0.007158783912658692,
                    0.007058432102203369,
                    0.007029759883880615,
                    0.006931456089019775,
                    0.006874112129211426,
                    0.00707583999633789,
                    0.006959104061126709,
                    0.006778880119323731,
                    0.006796288013458252,
                    0.006819839954376221,
                    0.006801407814025879,
                    0.006917088031768799,
                    0.007047167778015137,
                    0.007020544052124023,
                    0.007151616096496582,
                    0.007345151901245117,
                    0.007066624164581299,
                    0.007030784130096435,
                    0.006938623905181885,
                    0.006796288013458252,
                    0.006809599876403808,
                    0.00690176010131836,
                    0.0068628802299499515,
                    0.006742080211639404,
                    0.006801407814025879,
                    0.006766592025756836,
                    0.006756351947784424,
                    0.006713344097137451,
                    0.006739967823028564,
                    0.006733920097351074,
                    0.006714335918426514,
                    0.006671232223510742,
                    0.006687744140625,
                    0.0067051520347595215,
                    0.0067348480224609375,
                    0.006717440128326416,
                    0.006677504062652588,
                    0.006710271835327148,
                    0.00669593620300293,
                    0.006660096168518067,
                    0.0066938881874084475,
                    0.006700032234191895,
                    0.006702079772949219,
                    0.006717440128326416,
                    0.006726655960083008,
                    0.006715392112731934,
                    0.006715392112731934,
                    0.006730751991271973,
                    0.006708223819732666,
                    0.006713344097137451,
                    0.00672051191329956,
                    0.006730815887451172,
                    0.006750207901000976,
                    0.006739967823028564,
                    0.0067358717918396,
                    0.006710271835327148,
                    0.006710271835327148,
                    0.006724607944488525,
                    0.006704192161560058,
                    0.006686592102050781,
                    0.006703104019165039,
                    0.006717440128326416,
                    0.00674508810043335,
                    0.006747136116027832,
                    0.006729728221893311,
                    0.0067010560035705566,
                    0.006740992069244385,
                    0.006657023906707763,
                    0.0067276802062988285,
                    0.0066938881874084475,
                    0.00672051191329956,
                    0.006691904067993164,
                    0.006739967823028564
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 145.3405104908453
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.89678692817688e-08,
                "ram": 4.317826708982011e-08,
                "gpu": 1.6884457951999814e-07,
                "total": 2.909907158915871e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3436535.7565997564
            }
        }
    }
}