Eugene KhvedchenyainTowards Data ScienceEfficient PyTorch — Supercharging Training PipelineWhy reporting only the Top-1 accuracy of your model is often not enough.8 min read·Aug 19, 2020----
Eugene KhvedchenyainTowards Data ScienceEfficient PyTorch — Part 1What is an efficient training pipeline? Is it the one, that produces a model with the best accuracy? Or the one that runs the fastest? Or…10 min read·Jun 11, 2020--1--1
Eugene KhvedchenyaWhy you should start using In-Place Activated BatchNormIn-Place Activated BatchNorm (InPlace-ABN) is memory efficient replacement for BatchNorm + Activation step. BN + Relu + Conv2d is an…6 min read·Jun 21, 2018--2--2