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Using TensorFlow-DirectML for online courses
The easiest way to get GPU acceleration for Jupyter Notebooks on Windows 10 and WSL Are you learning about Machine Learning or interested in doing so? There are a wide variety of online courses...
View ArticleCreate an image classification model with ML.NET with Windows Machine Learning
Learn how to train an image classification model with ML.NET Model Builder and inference with Windows Machine Learning in a UWP application. The video below is a step-by-step code walkthrough and you...
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Introducing PyTorch-DirectML: Train your machine learning models on any GPU
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...
View ArticlePyTorch-DirectML: Preview Release 2
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...
View ArticlePyTorch-DirectML: Preview Release 3
The Windows AI Platform is excited to announce the Third Preview release of PyTorch-DirectML; a hardware accelerated backend for training PyTorch models on any DirectX12 GPU on Windows and the Windows...
View ArticleTransformer support for PyTorch with DirectML is here!
The latest release of PyTorch with DirectML is available today! This release brings support for training popular Transformer Models like GPT2, BERT, and Detection Transformers. To get started with...
View ArticleOptimize DirectML performance with Olive
Are you ready to revolutionize the way you optimize your AI models? Say hello to Olive (ONNX Live), the advanced model optimization tool that integrates seamlessly with DirectML for hardware...
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DirectML at Build 2023
DirectML shared some exciting announcements at Build this year! We demonstrated a few awesome demos and highlighted new capabilities during the Windows AI Breakout session, Deliver AI-powered...
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