214483 - stm32l4r9 x-cube-ai
Summary: Test completed with status: SUCCESS. Mean inference time: 899541 ms.
Model Details
- model name : Resnet.onnx
Logs Details
user.log
Start Benchmarkingerror.log
Report Details
report.json
{
"version": 0,
"target_id": "stm32l4r9-0002-0000",
"version_tag": "",
"date": "2026-07-21T22:33:19.",
"target": "stm32l4r9",
"inference_engine": "x-cube-ai",
"model_file_name": "Resnet.onnx",
"benchmark_type": "TYPE1",
"nb_inference": 20,
"ram_size": 655360,
"ram_peak_usage": 26.43,
"flash_size": 2097152,
"flash_usage": 17.91,
"load_cpu": 100,
"load_accelerator": null,
"temperature": null,
"ambiant_temperature": null,
"power_consumption": null,
"energy_efficiency": null,
"model_size": 321188,
"nb_parameters_model": null,
"GFLOPs": null,
"inference_latency": {
"mean": 899541.45,
"std": 4.200892762258994,
"min": 899536.0,
"max": 899550.0,
"troughput": null,
"latency_per_layers": [
{
"layer_name": "0",
"mean": 62096.2,
"std": 0.39999999999999997,
"min": 62096.0,
"max": 62097.0
},
{
"layer_name": "1",
"mean": 1914.8,
"std": 0.4,
"min": 1914.0,
"max": 1915.0
},
{
"layer_name": "2",
"mean": 165026.05,
"std": 0.8046738469715541,
"min": 165025.0,
"max": 165028.0
},
{
"layer_name": "3",
"mean": 1914.65,
"std": 0.4769696007084729,
"min": 1914.0,
"max": 1915.0
},
{
"layer_name": "4",
"mean": 165026.2,
"std": 0.812403840463596,
"min": 165025.0,
"max": 165027.0
},
{
"layer_name": "5",
"mean": 1373.0,
"std": 0.0,
"min": 1373.0,
"max": 1373.0
},
{
"layer_name": "6",
"mean": 1915.0,
"std": 0.0,
"min": 1915.0,
"max": 1915.0
},
{
"layer_name": "7",
"mean": 84915.15,
"std": 0.3570714214271425,
"min": 84915.0,
"max": 84916.0
},
{
"layer_name": "8",
"mean": 959.0,
"std": 0.0,
"min": 959.0,
"max": 959.0
},
{
"layer_name": "9",
"mean": 153929.5,
"std": 3.0740852297878796,
"min": 153925.0,
"max": 153934.0
},
{
"layer_name": "10",
"mean": 16049.65,
"std": 1.5898113095584647,
"min": 16049.0,
"max": 16054.0
},
{
"layer_name": "11",
"mean": 689.3,
"std": 0.45825756949558405,
"min": 689.0,
"max": 690.0
},
{
"layer_name": "12",
"mean": 958.85,
"std": 0.35707142142714254,
"min": 958.0,
"max": 959.0
},
{
"layer_name": "13",
"mean": 81527.85,
"std": 0.47696960070847283,
"min": 81527.0,
"max": 81529.0
},
{
"layer_name": "14",
"mean": 480.25,
"std": 0.4330127018922193,
"min": 480.0,
"max": 481.0
},
{
"layer_name": "15",
"mean": 146294.1,
"std": 0.6244997998398398,
"min": 146293.0,
"max": 146295.0
},
{
"layer_name": "16",
"mean": 13112.0,
"std": 0.0,
"min": 13112.0,
"max": 13112.0
},
{
"layer_name": "17",
"mean": 348.05,
"std": 0.2179449471770337,
"min": 348.0,
"max": 349.0
},
{
"layer_name": "18",
"mean": 480.8,
"std": 0.4000000000000001,
"min": 480.0,
"max": 481.0
},
{
"layer_name": "19",
"mean": 388.2,
"std": 0.4000000000000001,
"min": 388.0,
"max": 389.0
},
{
"layer_name": "20",
"mean": 57.2,
"std": 0.39999999999999997,
"min": 57.0,
"max": 58.0
},
{
"layer_name": "21",
"mean": 17.0,
"std": 0.0,
"min": 17.0,
"max": 17.0
}
]
},
"preprocess_time": {
"mean": 0.0,
"std": 0.0,
"min": 0.0,
"max": 0.0
},
"postprocess_time": {
"mean": null,
"std": null,
"min": null,
"max": null
},
"accuracy": null
}