1588 - STM32L4R9 tflite
Summary: Pipeline succeeded and valid report was generated.
Model Details
- model name : keypoint_classifier.tflite
- model url : Download here
Logs Details
user.log
error.log
Report Details
report.json
{
"GFLOPs": null,
"accuracy": null,
"ambiant_temperature": null,
"benchmark_type": "TYPE1",
"date": "2025-03-10T07:15:22.554450+00:00",
"energy_efficiency": null,
"flash_size": 2097152,
"flash_usage": 25.986671447753906,
"inference_engine": "tflite",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": "FULLY_CONNECTED",
"max": 1425,
"mean": 1387.2,
"min": 1338,
"std": 24.044957891416654
},
{
"layer_name": "SOFTMAX",
"max": 99,
"mean": 87.85,
"min": 58,
"std": 14.353658070331758
}
],
"max": 1524,
"mean": 1475.55,
"min": 1396,
"std": 31.045893448248517,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 100,
"model_file_name": "keypoint_classifier.tflite",
"model_size": 6704,
"nb_inference": 20,
"nb_parameters_model": null,
"postprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"power_consumption": null,
"preprocess_time": {
"max": 38,
"mean": 36.5,
"min": 36,
"std": 0.5916079783099616
},
"ram_peak_usage": 18.21533203125,
"ram_size": 655360,
"target": "STM32L4R9",
"target_id": null,
"temperature": null,
"version": 0,
"version_tag": "v1.0.0"
}