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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Fastest Matrix NMS in the West (Part 1): A Naive Implementation
Introduction to Matrix NMS, plus a naive implementation and its problems.
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.