paper reading: start
This is a brief description of the 3-step method of reading a paper. And a reading list. This is a series of paper reading notes, hopefully, to push me to read paper casually and to leave some reco
learning rate schedule
Learning rate schedule is one commonly used trick to control the process of training. Different kinds of learning tricks are presented every day. In this article, I have put together classical method
Intro and Pytorch Implementation of Label Smoothing Regularization (LSR)
Soft label is a commonly used trick to prevent overfitting. It can always gain some extra points on the image classification tasks. In this article, I have put together useful information from theory
install d2l module on apple m1 chip for deep learning
d2l is a small python module wheel that needed when read the useful deep learning book "dive into deeplearning", which provide interactive code examples implemented with MXNet, PyTorch, and Tensorflo