Cyclical Learning Rate - AI & ML Glossary | Farez Vadsaria

Training & Optimization

Cyclical Learning Rate

Varying learning rate between bounds in cycles, potentially escaping local minima.

This concept is essential for understanding training & optimization and forms a key part of modern AI systems.

Learning Rate Schedule
Training
Super-Convergence

Tags

training-optimization learning-rate-schedule training super-convergence

Related Terms

Learning Rate Schedule

A strategy for adjusting the learning rate during training (decay, warm-up, cosine annealing) to improve convergence.

Training

The process of teaching a machine learning model by adjusting its parameters based on data to minimize prediction errors.

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