Windows AI Platform

The Windows AI Platform enables the ML community to build and deploy AI powered experiences on the breadth of Windows devices. This developer blog provides in-depth looks at new and upcoming Windows AI features, customer success stories, and educational material to help developers get started.

DirectML Plugin for TensorFlow 2 is here

June 22, 2022 Jun 22, 2022 06/22/22

Jonah Dykhuizen

Last October we announced our generally consumable DirectML backend for TensorFlow 1.15. Since then, our team worked to bring machine learning training acceleration to TensorFlow 2. Today, we are happy to announce the release of our DirectML PluggableDevice preview package for TensorFlow on PyPI. Alongside our release, we are excited to ...

Introducing the Windows ML Samples Gallery

November 29, 2021 Nov 29, 2021 11/29/21

Numfor Mbiziwo-Tiapo

Learn how the Windows ML API can be used to create powerful ML experiences on Windows through the Windows ML Samples Gallery.

GPU accelerated ML workflows broadly available in the Windows Subsystem for Linux

October 5, 2021 Oct 5, 2021 10/5/21

Clarke Rahrig

Support for GPU accelerated machine learning (ML) training within the Windows Subsystem for Linux (WSL) is now broadly available with the release of Windows 11. Read on for more details about using WSL with your existing ML workflows.

Train your machine learning models on any GPU with TensorFlow-DirectML

September 9, 2021 Sep 9, 2021 09/9/21

Clarke Rahrig

Learn about the first generally consumable package of TensorFlow-DirectML. TensorFlow-DirectML improves the experience and performance of model training through GPU acceleration on the breadth of Windows devices by working across different hardware vendors and supporting the needs of students’ and professionals’ workflows.