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dotnet / machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.
https://dot.net/ml
MIT License
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Suggestion: Update Model Builder to support non-CUDA GPU's using OneAPI #6519

Open tauheedul opened 1 year ago

tauheedul commented 1 year ago

The Model Builder extension currently supports GPU acceleration using CUDA Graphics card.

Please add support for GPU acceleration for non-CUDA graphics cards e.g. AMD Radeon and Intel Arc series. It is possible to migrate existing CUDA code to OneAPI to support the Intel series of graphics cards

e.g. https://codeplay.com/solutions/oneapi/for-cuda/

https://www.intel.com/content/www/us/en/develop/documentation/oneapi-programming-guide/top/software-development-process/migrating-code-to-dpcpp/migrating-from-cuda-to-dpcpp.html

beccamc commented 1 year ago

Thanks for the feedback!

@LittleLittleCloud and @JakeRadMSFT Is this possible for Model Builder now? Or is this a framework suggestion?

luisquintanilla commented 1 year ago

@beccamc this is a framework suggestion. Let's transfer the issue there. No action items on MB / CLI side unless this becomes available in the framework.

midnightbr commented 2 months ago

In fact, being able to use only an NVidia GPU is now a major hindrance to development, as there are competitive cards from other brands to do this job.