Tag: #학습률
Kubernetes, DevOps and MLOps, written from things we ran and measured ourselves · 1 posts
Loss Functions and Training Techniques: Cross-Entropy, Focal Loss, Heatmap Loss, Augmentation, Learning Rate Schedules, Mixed Precision
We review loss functions that define what a model is considered to have done well, alongside techniques that make training fast and stable. We show with numbers how focal loss solves the problem of cross-entropy getting
2026-10-17 · 14 min read #비전 모델#손실 함수#focal loss#데이터 증강#학습률