Fastest Matrix NMS in the West (Part 1): A Naive Implementation
Introduction to Matrix NMS, plus a naive implementation and its problems.
Posts by Year
2023
2022
Distributed Training with DistributedDataParallel
Ultilize multiple GPUs accross multiple machines for your training with a simple model wrapper.
Distrbuted Communication in PyTorch
Introduction to torch.distributed
Multiprocessing in Python and PyTorch
Introduction to multiprocessing and torch.multiprocessing
From Resnet to ConvNeXt (Part 2): Modernizing a Vanilla ResNet
Progression from ResNet to ConvNeXt, step by step explained with code in PyTorch.
From Resnet to ConvNeXt (Part 1): ResNet with Better Training Techniques
Motivation of the paper and a refresher on ResNet with better training techniques, in PyTorch.