merrymercy/awesome-tensor-compilers
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A list of awesome compiler projects and papers for tensor computation and deep learning.
9 mentions on Hacker News by 6 people: 1 story, 8 comments · first 2020-11-18 · latest 2023-08-05
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…works with Nvidia GPUs, everything else is little more than a rounding error. This is changing. https://github.com/merrymercy/awesome-tensor-compilers There are more and better projects that can compile an existing PyTorch codebase into a…
comment by brucethemoose2 · 2023-08-05 · in MatX: Faster Chips for LLMs -
…AI compilation in general. Torch MLIR, AITemplate and really everything here fly under the radar: https://github.com/merrymercy/awesome-tensor-compilers#open-...
comment by brucethemoose2 · 2023-07-24 · in Run Llama2-70B in Web Browser with WebGPU Acceleration -
> I really want to do some great work and help people. Have you looked into ML compilation? https://github.com/merrymercy/awesome-tensor-compilers IMO there is low hanging fruit in the space between high performance ML compilers/runtimes…
comment by brucethemoose2 · 2023-07-04 · in Ask HN: How to get good as a self taught ML engineer? -
While not all "languages" persay, I am excited about the various ML compilation efforts: https://github.com/merrymercy/awesome-tensor-compilers Modern ML training/inference is inefficient, and lacks any portability. These frameworks are…
comment by brucethemoose2 · 2023-07-03 · in Ask HN: What new programming language(s) are you most excited about? -
You might be interested in this: https://github.com/merrymercy/awesome-tensor-compilers
comment by anlunx · 2023-06-21 · in Research papers on ML in Compilers -
…the following really helpful: https://news.ycombinator.com/item?id=25545373 (links to a survey), https://github.com/merrymercy/awesome-tensor-compilers I also have an interest in the community more widely associated with…
comment by yeesian · 2023-06-16 · in The Distributed Tensor Algebra Compiler (2022) -
…general functions and also claims higher performance. obligatory reference to the family of work: https://github.com/merrymercy/awesome-tensor-compilers
comment by jpf0 · 2021-07-28 · in Triton: Open-Source GPU Programming for Neural Networks -
…to create this. Is MLIR / LLVM going to solve this? This list has been interesting to consider: https://github.com/merrymercy/awesome-tensor-compilers
comment by the_optimist · 2021-01-29 · in C-for-Metal: High Performance SIMD Programming on Intel GPUs