PyTorch Lightning is a high-level, open-source framework built on top of PyTorch that simplifies the process of training and deploying deep learning models. Its primary goal is to provide a clear, ...

torchtitan is under extensive development. To use the latest features of torchtitan, we recommend using the most recent PyTorch nightly. Our mission is to accelerate innovation in the field of ...

The goal of a binary classification problem is to predict an output value that can be one of just two possible discrete values, such as "male" or "female." This article is the third in a series of ...

CIFAR-10 problems analyze crude 32 x 32 color images to predict which of 10 classes the image is. Here, Dr. James McCaffrey of Microsoft Research shows how to create a PyTorch image classification ...