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content/blog/2025-11-13-1763027191.md

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[PolyBlocks](https://docs.polymagelabs.com/articles/polyblocks-quantization.html) is another interesting ML compiler, written using MLIR. It's a startup incubated in IISc Bangalore, run by someone (Uday Bondhugula) who co-authored a [paper on compiler optimizations for GPGPUs](https://www.ece.lsu.edu/jxr/Publications-pdf/ics08.pdf) back in 2008 (17 years ago)!
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[PolyBlocks](https://docs.polymagelabs.com/articles/polyblocks-quantization.html#polyblocks) is another interesting ML compiler, written using MLIR. It's a startup incubated in IISc Bangalore, run by someone (Uday Bondhugula) who co-authored a [paper on compiler optimizations for GPGPUs](https://www.ece.lsu.edu/jxr/Publications-pdf/ics08.pdf) back in 2008 (17 years ago)!
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Some of the compiler passes to keep in mind:
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- fusion

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