EnzymeAD / EnzymeAD/Enzyme-JAX

implement `(he|sy)ev`, `(he|sy)evd` lapack routines for hermitian/symmetric eigendecomposition

Open
#1,270 0 comments 0 reactions 0 assignees Claimed by @mofeing View on GitHub
Dominant language
MLIR
Stars
131
Forks
53
Avg merge
1d 10h
Merged PRs (30d)
193

Description

also, we should add the `linalg.eigen` op to unify them

unlike the QR, the format is unique so we should be able to write one diff rule

also, we should consider specialized routines like `spev`, `{hb,sb}ev`, `stev`, `stevd`, ...

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by reviewing open pull request #1941 and the requested `(he|sy)ev` and `(he|sy)evd` LAPACK routines. Check how `linalg.eigen` and a unified differentiation rule should cover them; done means the requested routines and operation are implemented, while specialized routines remain a consideration.

Written by the indexing model from the issue text.

Assessment

Domain
compilers
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.