EnzymeAD/Enzyme
View on GitHub ↗ ★ 1,726 LLVM
High-performance automatic differentiation of LLVM and MLIR.
9 mentions on Hacker News by 8 people: 1 story, 8 comments · first 2020-12-08 · latest 2026-07-14
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…kernels and directly differentiate them using Enzyme. Last time I checked KOKKOS was still WIP: https://github.com/EnzymeAD/Enzyme/issues?q=kokkos
comment by new_user55 · 2026-07-14 · in Differentiable Fortran with LFortran and Enzyme -
It makes use of https://github.com/EnzymeAD/enzyme which is an LLVM plugin and since Rust also uses LLVM in its backend, we can enable this plugin in our Rust toolchain when autodiff is enabled. So, it is a bit of compiler black magic…
comment by xkevio · 2026-05-11 · in CUDA-oxide: Nvidia's official Rust to CUDA compiler -
…automatic differentiation in the swift compiler. enzyme would be the spiritual successor to that. https://github.com/EnzymeAD/Enzyme
comment by tacosbane · 2023-05-27 · in Ask HN: What Happened to TensorFlow Swift? -
…Of course that doesn't mean that there aren't bugs (we're only human and its a large codebase [ https://github.com/EnzymeAD/Enzyme ], especially if you're trying out newly-added features). Notably, this is where the current rough edges for…
comment by wmoses · 2022-05-18 · in Correctness and composability bugs in the Julia ecosystem -
Idk, Enzyme is pretty next gen, all the way down to LLVM code. https://github.com/EnzymeAD/Enzyme
comment by martinsmit · 2022-05-04 · in Jax vs. Julia (Vs PyTorch) -
…author here and happy to answer any questions! Some more relevant links for the curious Github: https://github.com/wsmoses/Enzyme Paper: https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b... Basically the long story short is that…
comment by wsmoses · 2021-02-05 · in Enzyme – High-performance automatic differentiation of LLVM -
Hi all, author here. A couple of relevant links for the curious Github: https://github.com/wsmoses/Enzyme Paper: https://proceedings.neurips.cc/paper/2020/file/9332c513ef44b... Project: enzyme.mit.edu Basically the long story short is that…
comment by wsmoses · 2020-12-08 · in Enzyme: Cross-language Automatic differentiation for LLVM IR -
It looks like the links to the code have some junk characters at the end. It should be https://github.com/wsmoses/Enzyme .
comment by achernya · 2020-12-08 · in Enzyme: Cross-language Automatic differentiation for LLVM IR