Aniket Maurya Profile picture
Machine Learning Software Engineer 🤖 Advocating AI @LightningAI ⚡️ Creator of @GradsFlow 🚀
May 9, 2022 4 tweets 3 min read
Day-4 🧵: Avoid overfitting with Early Stopping callback! 🚀

@PyTorchLightnin Early stopping callback automatically stops training once it detects that there is no improvement in the monitored metrics (for example validation accuracy). ⚡️

1/3 Image It provides additional parameters that stop training at extreme points:

1️⃣ stopping_threshold
Stop training if the monitored metric has reached this threshold.

2️⃣ divergence_threshold
Stop training if the monitored metric is worse than this threshold.

2/3