{
    "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": "4.42.4",
            "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": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 789.254144,
                "max_global_vram": 688.390144,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.45821484375,
                "mean": 7.45821484375,
                "stdev": 0.0,
                "p50": 7.45821484375,
                "p90": 7.45821484375,
                "p95": 7.45821484375,
                "p99": 7.45821484375,
                "values": [
                    7.45821484375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.45139358441035e-06,
                "ram": 2.423824734192882e-06,
                "gpu": 4.929448387999344e-06,
                "total": 1.1804666706602575e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.166912,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 145,
                "total": 0.9994987850189209,
                "mean": 0.006893095069096006,
                "stdev": 0.0003334104948415768,
                "p50": 0.0067983360290527345,
                "p90": 0.00712724494934082,
                "p95": 0.00717455358505249,
                "p99": 0.008538152942657473,
                "values": [
                    0.009244671821594238,
                    0.009161727905273438,
                    0.00774451208114624,
                    0.006846464157104492,
                    0.006912000179290771,
                    0.00692633581161499,
                    0.006851583957672119,
                    0.006715392112731934,
                    0.006793216228485107,
                    0.006781951904296875,
                    0.006749184131622315,
                    0.006723584175109864,
                    0.0066406397819519045,
                    0.006685696125030518,
                    0.0067358717918396,
                    0.006814720153808594,
                    0.006804480075836182,
                    0.006831103801727295,
                    0.006804480075836182,
                    0.0067051520347595215,
                    0.006658048152923584,
                    0.0067993922233581545,
                    0.006822912216186523,
                    0.006770688056945801,
                    0.006807551860809326,
                    0.006790143966674805,
                    0.006812704086303711,
                    0.006740992069244385,
                    0.006842368125915528,
                    0.0067983360290527345,
                    0.00672870397567749,
                    0.006797311782836914,
                    0.006879231929779053,
                    0.007078911781311035,
                    0.007077888011932373,
                    0.007080959796905518,
                    0.007071743965148926,
                    0.007095295906066895,
                    0.007038976192474365,
                    0.007175168037414551,
                    0.0071495680809020995,
                    0.007172095775604248,
                    0.007110655784606934,
                    0.007080959796905518,
                    0.0070564160346984865,
                    0.0071157760620117185,
                    0.007142399787902832,
                    0.007142399787902832,
                    0.007048223972320557,
                    0.007136256217956543,
                    0.007044095993041993,
                    0.006999040126800537,
                    0.00703385591506958,
                    0.00710041618347168,
                    0.007164959907531738,
                    0.007007232189178467,
                    0.007014400005340577,
                    0.007009280204772949,
                    0.007088096141815186,
                    0.007037951946258545,
                    0.007044095993041993,
                    0.007051263809204102,
                    0.00719974422454834,
                    0.007175168037414551,
                    0.007195648193359375,
                    0.0071792640686035155,
                    0.00710041618347168,
                    0.007126016139984131,
                    0.007128064155578613,
                    0.007041024208068848,
                    0.007112703800201416,
                    0.007010303974151612,
                    0.006998015880584717,
                    0.0069283838272094726,
                    0.006774784088134766,
                    0.007011328220367432,
                    0.007007232189178467,
                    0.006763519763946534,
                    0.006647808074951172,
                    0.0064143362045288085,
                    0.006405119895935059,
                    0.006432767868041992,
                    0.006774784088134766,
                    0.006960127830505371,
                    0.006989823818206787,
                    0.007093247890472412,
                    0.007104512214660645,
                    0.006956031799316406,
                    0.0069847040176391605,
                    0.00688640022277832,
                    0.006858751773834228,
                    0.006856704235076904,
                    0.0067870721817016606,
                    0.006796288013458252,
                    0.006804480075836182,
                    0.006699007987976074,
                    0.0067983360290527345,
                    0.00678604793548584,
                    0.006788095951080322,
                    0.006746111869812011,
                    0.006806528091430664,
                    0.006758399963378906,
                    0.006684671878814697,
                    0.006729728221893311,
                    0.0067010560035705566,
                    0.006653952121734619,
                    0.006707200050354004,
                    0.0067276802062988285,
                    0.006694911956787109,
                    0.0067348480224609375,
                    0.006732800006866455,
                    0.006686719894409179,
                    0.006710271835327148,
                    0.00672051191329956,
                    0.006714367866516113,
                    0.006680575847625733,
                    0.006719488143920899,
                    0.006706175804138184,
                    0.006691840171813965,
                    0.006722527980804444,
                    0.006738976001739502,
                    0.0066938881874084475,
                    0.0067276802062988285,
                    0.006713344097137451,
                    0.006680575847625733,
                    0.0067041277885437015,
                    0.006714367866516113,
                    0.006694911956787109,
                    0.006715424060821533,
                    0.006709248065948486,
                    0.006687744140625,
                    0.0067041277885437015,
                    0.006708223819732666,
                    0.006721536159515381,
                    0.006688767910003662,
                    0.006730751991271973,
                    0.006711296081542969,
                    0.006670335769653321,
                    0.006722559928894043,
                    0.006766592025756836,
                    0.006672383785247803,
                    0.006734784126281738,
                    0.006736832141876221,
                    0.006722559928894043,
                    0.006731776237487793
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 145.07271261690937
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.490377943470794e-08,
                "ram": 4.085675580333027e-08,
                "gpu": 1.6015037270440566e-07,
                "total": 2.759109079424439e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3624358.3389193295
            }
        }
    }
}