Projects
insightface model parallel
https://github.com/deepinsight/insightface/tree/master/recognition
How is model parallel training implemented?
Technique
Recipe for Training Neural Networks
https://karpathy.github.io/2019/04/25/recipe/
Different Kinds of Convolution Operations
Transposed convolution is also known as fractionally strided convolution or Deconvolution. It is method for up-sampling.
Reference: A guid to convolution arithmetic in deep learning; Deconvolution and Checkerboard Artifacts
Worth Knowing
computer vision
- unprocessed RAW file, blog