124272 - stm32l4r9 x-cube-ai
Summary: Pipeline succeeded and valid report was generated.
Model Details
- model name : mnist-7.onnx
- model url : Download here
Logs Details
user.log
Start Benchmarkingerror.log
Report Details
report.json
{
"GFLOPs": null,
"accuracy": null,
"ambiant_temperature": null,
"benchmark_type": "TYPE1",
"date": "2026-04-14T22:39:52.",
"energy_efficiency": null,
"flash_size": 2097152,
"flash_usage": 3.58,
"inference_engine": "x-cube-ai",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": "0",
"max": 23533.0,
"mean": 23531.2,
"min": 23529.0,
"std": 1.6911534525287764
},
{
"layer_name": "1",
"max": 43697.0,
"mean": 43696.7,
"min": 43696.0,
"std": 0.45825756949558394
},
{
"layer_name": "2",
"max": 207.0,
"mean": 206.05,
"min": 206.0,
"std": 0.2179449471770337
},
{
"layer_name": "3",
"max": 200.0,
"mean": 199.3,
"min": 199.0,
"std": 0.45825756949558405
}
],
"max": 67659.0,
"mean": 67657.05,
"min": 67654.0,
"std": 1.7168284713389395,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 100,
"model_file_name": "mnist7.onnx",
"model_size": 26454,
"nb_inference": 20,
"nb_parameters_model": null,
"postprocess_time": {
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"mean": null,
"min": null,
"std": null
},
"power_consumption": null,
"preprocess_time": {
"max": 0.0,
"mean": 0.0,
"min": 0.0,
"std": 0.0
},
"ram_peak_usage": 5.07,
"ram_size": 655360,
"target": "stm32l4r9",
"target_id": "c-stm32l4r9-0000-0000",
"temperature": null,
"version": 0,
"version_tag": ""
}