Every time a new chip ships and a CEO takes the stage to announce it, there is a question that does not get asked from the ...

This article is based on findings from a kernel-level GPU trace investigation performed on a real PyTorch issue (#154318) using eBPF uprobes. Trace databases are published in the Ingero open-source ...

PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.

Engineers from OLX reported that a single-line modification to dependency requirements allows developers to exclude unnecessary GPU libraries, shrinking contain ...

Dr. James McCaffrey of Microsoft Research explains how to define a network in installment No. 2 of his four-part series that will present a complete end-to-end production-quality example of ...

Overview Present-day serverless systems can scale from zero to hundreds of GPUs within seconds to handle unexpected increases ...

A binary classification problem is one where the goal is to predict a discrete value where there are just two possibilities. For example, you might want to predict the gender (male or female) of a ...

PyTorch is an open-source machine learning library. While it can be used for a wide range of tasks, it is particularly ...