Sample AutoML report¶

This section contains a sample AutoML report generated during CI.

The CI is set up as follows:

• Environment: Github Actions

• Task: Anomaly Detection

• AutoML framework: Auto-PyTorch

• Compiler framework: TFLite,

• Platform: MAX32690 Evaluation Kit

AutoML statistics¶

• Optimized metric: f1

• The number of generated models: 43

• The number of trained and evaluated models: 30

• The number of successful training processes: 37

• The number of models that caused a crash: 2

• The number of models that failed due to the timeout: 1

• The number of models that failed due to the too large size: 3

• The number of models that failed due to incompatibility: 0

Training overview¶

Summary of generated models¶

Classification comparison¶

Comparison of inference time, F1 score and model size¶