{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.225-213.878.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": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.2",
            "transformers_commit": null,
            "accelerate_version": "1.0.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.13.0",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 869.33504,
                "max_global_vram": 695.730176,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.3595101623535156
                ],
                "count": 1,
                "total": 0.3595101623535156,
                "mean": 0.3595101623535156,
                "p50": 0.3595101623535156,
                "p90": 0.3595101623535156,
                "p95": 0.3595101623535156,
                "p99": 0.3595101623535156,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1109.598208,
                "max_global_vram": 798.490624,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 122.937344
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.0074967041015625,
                    0.0075304961204528805,
                    0.007513088226318359,
                    0.00739737606048584,
                    0.007435391902923584,
                    0.0074670081138610836,
                    0.00738099193572998,
                    0.007360511779785156,
                    0.007387135982513428,
                    0.007364448070526123,
                    0.007617536067962646,
                    0.007502848148345947,
                    0.007386112213134765,
                    0.007392255783081054,
                    0.007473152160644531,
                    0.007654399871826172,
                    0.007472127914428711,
                    0.007478271961212158,
                    0.007408639907836914,
                    0.007436287879943848,
                    0.007392255783081054,
                    0.007087039947509766,
                    0.007492544174194336,
                    0.007444479942321777,
                    0.007404543876647949,
                    0.007473152160644531,
                    0.0074967041015625,
                    0.0073408961296081545,
                    0.00754585599899292,
                    0.007360511779785156,
                    0.007478079795837402,
                    0.007386112213134765,
                    0.0074332160949707035,
                    0.007483391761779785,
                    0.007365632057189942,
                    0.007337984085083008,
                    0.007329855918884277,
                    0.0074711041450500485,
                    0.007450623989105225,
                    0.007417856216430664,
                    0.007357503890991211,
                    0.007418848037719726,
                    0.00744652795791626,
                    0.007478271961212158,
                    0.007661568164825439,
                    0.007650303840637207,
                    0.007451680183410645,
                    0.007510015964508057,
                    0.007456768035888672,
                    0.007452640056610107,
                    0.007456768035888672,
                    0.007442431926727295,
                    0.007278624057769775,
                    0.007386112213134765,
                    0.007392416000366211,
                    0.007278592109680176,
                    0.007370751857757568,
                    0.00738918399810791,
                    0.007675903797149658,
                    0.007473152160644531,
                    0.00709119987487793,
                    0.007112703800201416,
                    0.007233535766601563,
                    0.0072724480628967286,
                    0.007428095817565918,
                    0.0073359360694885255,
                    0.007308288097381592,
                    0.007310336112976074,
                    0.007568384170532226,
                    0.007417856216430664,
                    0.007655456066131592,
                    0.008333312034606934,
                    0.008259648323059083,
                    0.008268799781799317,
                    0.008386560440063476,
                    0.0074403839111328125,
                    0.006884416103363037,
                    0.006779903888702392,
                    0.006721536159515381,
                    0.006846464157104492,
                    0.0068106880187988285,
                    0.006838335990905762,
                    0.006728799819946289,
                    0.006669119834899902,
                    0.006930431842803955,
                    0.006878367900848389,
                    0.007616511821746826,
                    0.0070266880989074704,
                    0.006977536201477051,
                    0.006852608203887939,
                    0.0071526398658752445,
                    0.006980607986450196,
                    0.006949888229370117,
                    0.007024640083312988,
                    0.006915999889373779,
                    0.0069621758460998535,
                    0.006918144226074219,
                    0.00692633581161499,
                    0.006912000179290771,
                    0.006887423992156983,
                    0.007021567821502686,
                    0.007090176105499267,
                    0.006909952163696289,
                    0.0068986878395080565,
                    0.006937600135803222,
                    0.006972415924072266,
                    0.006957056045532227,
                    0.007080959796905518,
                    0.0069550080299377445,
                    0.007106560230255127,
                    0.006979584217071533,
                    0.006970367908477783,
                    0.006863872051239014,
                    0.006942592144012451,
                    0.006939648151397705,
                    0.006865920066833496,
                    0.007012351989746094,
                    0.006872064113616944,
                    0.00694374418258667,
                    0.006978559970855713,
                    0.006923264026641846,
                    0.006884352207183838,
                    0.00692633581161499,
                    0.007057375907897949,
                    0.0069868798255920414,
                    0.00695091199874878,
                    0.00694374418258667,
                    0.00704204797744751,
                    0.0069550080299377445,
                    0.0069253120422363285,
                    0.006946815967559815,
                    0.006914048194885254,
                    0.006902656078338623,
                    0.007037951946258545,
                    0.006924287796020508,
                    0.007045119762420654,
                    0.007074816226959229,
                    0.006931456089019775
                ],
                "count": 138,
                "total": 0.9986599702835085,
                "mean": 0.0072366664513297705,
                "p50": 0.007309312105178833,
                "p90": 0.007518310594558716,
                "p95": 0.007654558300971985,
                "p99": 0.008309442501068116,
                "stdev": 0.0003204962799955358,
                "stdev_": 4.4287833652557405
            },
            "throughput": {
                "unit": "samples/s",
                "value": 138.18517223717635
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.40740780535874e-08,
                "ram": 4.594283309259287e-08,
                "gpu": 1.6825860584395816e-07,
                "total": 2.9827551699013846e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3352605.034737269
            }
        }
    }
}