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Use MLX inside a Swift playground #89

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rounak opened this issue May 20, 2024 · 2 comments
Open

Use MLX inside a Swift playground #89

rounak opened this issue May 20, 2024 · 2 comments

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@rounak
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rounak commented May 20, 2024

I would love to use MLX Swift inside an Xcode playground, to get an environment similar to Jupyter notebooks. However when I try to do this, I get an error:

libc++abi: terminating due to uncaught exception of type std::runtime_error: library not found
Failed to load device library from <default.metallib> or </Users/rounak/Library/Developer/Xcode/DerivedData/FooTest-bkqaiyzcinmaprfeeunnqmandcdl/Build/Intermediates.noindex/Playgrounds/Products/Debug/PackageFrameworks/Cmlx.framework/Versions/A/mlx.metallib>.

You can try to reproduce by cloning this repo: https://github.com/rounak/TestRepoMLXPlayground

@davidkoski
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I think the problem is that mlx-swift isn't a framework, it is a SPM library. I tried making a new framework in your Xcode project:

image

I also switched mlx-swift to the main branch -- the 0.1 tag is quite old and we haven't been making new tags (maybe we (I) should).

OK, once the framework is created then we can set up a scheme for the playground and tell it to link against that framework. I was looking at this page as I wasn't familiar with how to do that:

image

Anyway, the error comes from the fact that there was no place to attach the resources. You have a command line program and it can link to frameworks but can't contain them.

I was unable to run the playground, but that is because my environment isn't set up properly (with multiple Xcode versions), but I think this might work.

@mahdiaslanimk
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Can i use mlx in Playgrounds app (iPadOS)?

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