With PyTorch installed, we’re going to do the “Hello world” of deep learning, which is creating a neural network that will examine the images of handwritten digits from the MNIST dataset and ...

No longer the upstart nipping at TensorFlow’s heels, PyTorch is a major force in the deep learning world today, perhaps primarily for research, but also in production applications more and more.

In 2022, Lightning AI hired a group of expert PyTorch developers, with the ambitious goal of creating a next-generation deep learning system for PyTorch that could take advantage of the best-in-class ...

PyTorch Lightning’s core innovation is around decoupling all the code that is required to define a full deep learning model from all the code that is required to run on hardware—in short ...

PyTorch Lightning provides a high-level interface for PyTorch, Facebook’s popular deep learning framework, abstracting away the code normally required to set up and maintain AI systems.

Bibek Bhattarai details Intel's AMX, highlighting its role in accelerating deep learning on CPUs. He explains how AMX ...

Finally, PyTorch also offers numerous modules that can help to expand its functionality, including torchvision for image processing, torchaudio for audio processing and many others.

PyTorch is an open source machine learning framework used for developing deep learning models. Originally created by Meta AI (the Facebook owner's AI research arm) in 2016, it is now maintained ...