InTDS ArchivebyWilliam Falcon·Mar 17, 2022PyTorch Lightning vs DeepSpeed vs FSDP vs FFCV vs …Learn how to mix the latest techniques for training models at scale using PyTorch Lightning.
InTDS ArchivebyWilliam Falcon·May 7, 2021Trivially Scale PyTorch on AWSRun PyTorch workloads on AWS with zero code changes
InTDS ArchivebyWilliam Falcon·Feb 13, 2021Setting A Strong Deep Learning Baseline In Minutes With PyTorchIterate your way from baseline to custom models to ship products faster or to publish your research faster.
InTDS ArchivebyWilliam Falcon·Dec 12, 2020Sharded: A New Technique To Double The Size Of PyTorch ModelsSharded is a new technique that helps you save over 60% memory and train models twice as largeA response icon2A response icon2
InTDS ArchivebyWilliam Falcon·Dec 5, 2020Variational Autoencoder Demystified With PyTorch Implementation.This tutorial implements a variational autoencoder for non-black and white images using PyTorch.A response icon12A response icon12
InTDS ArchivebyWilliam Falcon·Nov 21, 2020Opensource: The magic power of AI research.Opensource is the key to advancing AI. Peek into this from the insider’s perspectiveA response icon1A response icon1
InTDS ArchivebyWilliam Falcon·Sep 13, 2020Peering Inside The Blackbox — How To Trick A Neural NetworkIn this tutorial, I’ll show you how to use gradient ascent to change the input as to classify it as whatever you would like.A response icon1A response icon1
InTDS ArchivebyWilliam Falcon·Sep 2, 2020A Framework For Contrastive Self-Supervised Learning And Designing A New ApproachWe formulate a framework for characterizing contrastive self-supervised learning approaches and look at AMDIM, CPC, BYOL, SimCLR, and Swav.A response icon6A response icon6
InPyTorchbyWilliam Falcon·Jun 20, 2020PyTorch Multi-GPU Metrics and more in PyTorch Lightning 0.8.1Today we released 0.8.1 which is a major milestone for PyTorch Lightning. This release includes a metrics package, and more!A response icon2A response icon2
