{
    "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": 969.244672,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 145,
                "total": 0.9968442878723148,
                "mean": 0.006874788192222859,
                "stdev": 0.0002594637250787333,
                "p50": 0.006868000030517578,
                "p90": 0.007154073715209961,
                "p95": 0.00722718734741211,
                "p99": 0.007482490921020508,
                "values": [
                    0.007562240123748779,
                    0.007209951877593994,
                    0.00738099193572998,
                    0.007269375801086426,
                    0.00724889612197876,
                    0.007243680000305176,
                    0.007227392196655274,
                    0.007105535984039306,
                    0.0072499198913574215,
                    0.007112671852111816,
                    0.0071055998802185055,
                    0.007114751815795899,
                    0.007088128089904785,
                    0.007226367950439453,
                    0.007010303974151612,
                    0.007030784130096435,
                    0.007151616096496582,
                    0.006904831886291504,
                    0.00693452787399292,
                    0.006889440059661865,
                    0.006870016098022461,
                    0.006837247848510742,
                    0.007202816009521484,
                    0.007132160186767578,
                    0.007146495819091797,
                    0.007120895862579346,
                    0.007159808158874512,
                    0.00714137601852417,
                    0.007107583999633789,
                    0.0068986878395080565,
                    0.006949888229370117,
                    0.0069324798583984375,
                    0.00694374418258667,
                    0.006767615795135498,
                    0.0067051520347595215,
                    0.00675328016281128,
                    0.006723584175109864,
                    0.00683622407913208,
                    0.006776832103729248,
                    0.006825984001159668,
                    0.006803423881530762,
                    0.00688640022277832,
                    0.006939648151397705,
                    0.00690176010131836,
                    0.006916096210479736,
                    0.007093247890472412,
                    0.007108672142028809,
                    0.007071743965148926,
                    0.007147552013397217,
                    0.008334336280822753,
                    0.007201791763305664,
                    0.007131135940551757,
                    0.007155712127685547,
                    0.007086048126220703,
                    0.006987775802612305,
                    0.007065599918365479,
                    0.007109632015228271,
                    0.007216127872467041,
                    0.00703382396697998,
                    0.007103487968444824,
                    0.006871039867401123,
                    0.006830080032348633,
                    0.006820864200592041,
                    0.006812672138214112,
                    0.006833087921142578,
                    0.00692633581161499,
                    0.006933504104614257,
                    0.006952960014343262,
                    0.0070266880989074704,
                    0.006952960014343262,
                    0.00687820816040039,
                    0.006862815856933594,
                    0.006881279945373535,
                    0.006988800048828125,
                    0.00708403205871582,
                    0.007101439952850342,
                    0.007029759883880615,
                    0.006946815967559815,
                    0.0067870721817016606,
                    0.006923264026641846,
                    0.007009280204772949,
                    0.006758399963378906,
                    0.006665152072906494,
                    0.0067010560035705566,
                    0.00677785587310791,
                    0.006938623905181885,
                    0.0069324798583984375,
                    0.006817791938781738,
                    0.007005184173583984,
                    0.006988768100738525,
                    0.0070553598403930665,
                    0.0067573761940002445,
                    0.006669312000274658,
                    0.006669312000274658,
                    0.006714367866516113,
                    0.006652927875518798,
                    0.006714367866516113,
                    0.006749184131622315,
                    0.00674403190612793,
                    0.006639616012573242,
                    0.006711296081542969,
                    0.006688767910003662,
                    0.006625279903411865,
                    0.006738944053649902,
                    0.006649856090545654,
                    0.006614016056060791,
                    0.0066713600158691405,
                    0.006669312000274658,
                    0.006652927875518798,
                    0.0066641921997070315,
                    0.0066744318008422855,
                    0.006635519981384277,
                    0.0066641921997070315,
                    0.006683648109436035,
                    0.006799359798431396,
                    0.006661119937896728,
                    0.006689792156219483,
                    0.006650879859924317,
                    0.006700032234191895,
                    0.006688767910003662,
                    0.00667852783203125,
                    0.006897664070129395,
                    0.0067870721817016606,
                    0.006654975891113281,
                    0.006668288230895996,
                    0.006659103870391846,
                    0.006649856090545654,
                    0.0066406397819519045,
                    0.006672383785247803,
                    0.006617087841033936,
                    0.006397952079772949,
                    0.006440959930419922,
                    0.006403071880340576,
                    0.00643174409866333,
                    0.006426655769348145,
                    0.0063805761337280276,
                    0.006435840129852295,
                    0.006396927833557129,
                    0.006419456005096436,
                    0.006425600051879882,
                    0.006868000030517578,
                    0.0066928319931030275,
                    0.006711296081542969,
                    0.006670335769653321,
                    0.006686719894409179
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 145.45902681500144
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.754683862497778e-08,
                "ram": 4.239591293588477e-08,
                "gpu": 1.612691921960794e-07,
                "total": 2.8121194375694196e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3556036.726748432
            }
        }
    }
}