diff --git a/CHANGELOG.md b/CHANGELOG.md index 69c258b06..eb88925bc 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -25,9 +25,15 @@ PLEASE REMEMBER TO CHANGE THE '..main' WITH AN ACTUAL TAG in GITHUB LINK. previously were no-ops. Now they use the same mechanism as `DeviceArray.copy()`. - Calling `pickle` on a traced array now results in an explicit `ConcretizationTypeError`. + * The implementation of singular value decomposition (SVD) and + symmetric/Hermitian eigendecomposition should be significantly faster on + TPU, especially for matrices above 1000x1000 or so. Both now use a spectral + divide-and-conquer algorithm for eigendecomposition (QDWH-eig). ## jaxlib 0.3.11 (Unreleased) * [GitHub commits](https://github.com/google/jax/compare/jaxlib-v0.3.10...main). + * x86-64 Mac wheels now require Mac OS 10.12 (Sierra) or newer. Mac OS 10.12 + was released in 2016, so this should not be an onerous requirement. ## jax 0.3.13 (May 16, 2022) * [GitHub commits](https://github.com/google/jax/compare/jax-v0.3.12...jax-v0.3.13).