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Apple Silicon GPU Support in Mojo


The latest nightly releases of Mojo (and our next stable release) include initial support for a new accelerator architecture: Apple Silicon GPUs! We know that one of the biggest barriers to programming GPUs is access to hardware. It’s our hope that by making it possible to use Mojo to develop for a GPU present in every modern Mac, we can further democratize developing GPU-accelerated algorithms and AI models. This should also enable new paths of local-to-cloud development for AI models and more...

Code that you’ve written to run on an NVIDIA or AMD GPUs should mostly just work on an Apple Silicon GPU, assuming no device-specific features were being used. We’ll get more of the basics in place before work moves primarily to the open-source standard library and kernels, at which point community members will be able to do a lot more to advance compatibility. We’ll share much more documentation and content on how to work with and optimize for this new hardware family, but we’re extremely excited about even these first few steps onto Apple Silicon GPUs.

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