Render a neural network into CUDA/HIP code

Re:Render a neural network into CUDA/HIP code by brucethemoose2 on Friday June 02, 2023 @02:15PM (#36168790)

Also here are some other interesting projects in the ML compilation space:

- Apache TVM (mlc-llm is a good demo)

- Hidet (a torch.compile backend)

- Alibaba BladeDISC

- Nvidia TensorRT (a classic, but much less of a nightmare to install now)

- Torch MLIR (SHARK has some demos/implementations)

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Re:Render a neural network into CUDA/HIP code by jahewson on Friday June 02, 2023 @04:53PM (#36170610)

And of course, Chris Lattner’s Modular AI https://www.modular.com/

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Re:Render a neural network into CUDA/HIP code by philipturner on Sunday June 04, 2023 @12:02AM (#36182991)

Yes. I look forward to a future where we don't have to wrestle between software and hardware. AI just runs, whether on CPU, GPU, TPU, QPU, or whatever architecture you want to design. Time to move on and focus on more important problems, like solving climate change.

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