Adele Parsons

PyTorch-DirectML: Preview Release 2

February 25th, 2022

A few months ago, we released the first preview of PyTorch-DirectML: a hardware accelerated backend for training PyTorch models on any DirectX12 GPU on Windows and the Windows Subsystem for Linux (WSL). Today, we are releasing the Second Preview with significant performance improvements and greater coverage for computer vision models. ...

Introducing PyTorch-DirectML: Train your machine learning models on any GPU

October 21st, 2021

The Windows AI team is excited to announce the first preview of DirectML as a backend to PyTorch for training ML models! This release is our first step towards unlocking accelerated machine learning training for PyTorch on any DirectX12 GPU on Windows and the Windows Subsystem for Linux (WSL). In order for you to take advantage of DirectML ...

Create an image classification model with ML.NET with Windows Machine Learning

May 26th, 2021

Learn how to train an image classification model with ML.NET Model Builder and then inference with Windows Machine Learning in a UWP application.

Using TensorFlow-DirectML for online courses

May 25th, 2021

Learn about the easiest way to get GPU acceleration for Jupyter Notebooks on Windows 10 and WSL.