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EnzymeAD

14 indexed repositories · View on GitHub

Enzyme
High-performance automatic differentiation of LLVM and MLIR.

LLVM · 1695 stars
Enzyme.jl
Julia bindings for the Enzyme automatic differentiator

Julia · 586 stars
Reactant.jl
Optimize Julia Functions With MLIR and XLA for High-Performance Execution on CPU, GPU, TPU and more.

Julia · 370 stars
Enzyme-JAX
Custom Bindings for Enzyme Automatic Differentiation Tool and Interfacing with JAX.

MLIR · 131 stars
Enzyme-Tutorial

Jupyter Notebook · 21 stars
rustbook

Rust · 15 stars
numba-enzyme
Automatic differentiation of Numba functions via Enzyme

Python · 9 stars
Reactant

C++ · 6 stars
ReactantServer.jl
Production inference server for Reactant-compiled models, serving KServe V2 over gRPC

Julia · 5 stars
conda-recipes
Conda recipes

Shell · 1 star
CMake-Template
🔨 A template for using Enzyme with CMake

C · 0 stars
enzyme-explorer
📄 Docker scripts used to deploy Enzyme explorer

Shell · 0 stars
compiler-explorer-builder

Jinja · 0 stars
www
🌎 Enzyme project home page

SCSS · 0 stars

Open All

1195 open issues indexed

"could not find jl_wait fn to create shadow of jl_enq_work" Open

help wanted

EnzymeAD/Enzyme.jl#1959 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
unhelpful `ReadOnlyMemoryError` message Open

more information needed

EnzymeAD/Enzyme.jl#1988 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[ForwardMode] unimplemented derivative for trtrs Open

EnzymeAD/Enzyme.jl#1991 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
EnzymeTestUtils fails for FFT plans / structs with undefined references Open

EnzymeAD/Enzyme.jl#1992 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[ForwardMode] Runtime Activity not supported for BLAS calls Open

EnzymeAD/Enzyme.jl#1995 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Second order AD error Open

more information needed

EnzymeAD/Enzyme.jl#2011 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Missing Rule for Roots.jl Open

more information needed

EnzymeAD/Enzyme.jl#2035 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Failed raising Open

EnzymeAD/Enzyme-JAX#614 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Padding remains in baroclinic model Open

EnzymeAD/Enzyme-JAX#622 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`DEADLINE_EXCEEDED: GetKeyValue() timed out` Open

EnzymeAD/Enzyme-JAX#623 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Slice access analysis to eliminate slices and concats inside loops Open

EnzymeAD/Enzyme-JAX#625 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Unused loop iterarg returning constant Open

EnzymeAD/Enzyme-JAX#627 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Slicing to conv Open

EnzymeAD/Enzyme-JAX#628 · 9 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Concat of operation with slices on boundary -> dynamic_slice Open

EnzymeAD/Enzyme-JAX#630 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Conv creates allgather Open

EnzymeAD/Enzyme-JAX#653 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
OOM for large enough models Open

EnzymeAD/Enzyme-JAX#671 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Slow compile time for baroclinic model Open

EnzymeAD/Enzyme-JAX#677 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[All2All] Generalize triple concat Open

EnzymeAD/Enzyme-JAX#691 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Communication standing issue Open

EnzymeAD/Enzyme-JAX#695 · 21 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Reshape of DUS Open

EnzymeAD/Enzyme-JAX#696 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Rotate of Slice / Wrap of Slice Open

EnzymeAD/Enzyme-JAX#700 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Select to concat or dynamic_update_slice Open

EnzymeAD/Enzyme-JAX#703 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
concate of rotate -> rotate of concats Open

EnzymeAD/Enzyme-JAX#715 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Weird dus update Open

EnzymeAD/Enzyme-JAX#717 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
While of wrap or extend as returned value -> wrap of while Open

EnzymeAD/Enzyme-JAX#745 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`LLVM ERROR: Failed to infer result type(s)` with sharding Open

EnzymeAD/Enzyme-JAX#755 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Not recognizing extend: Open

EnzymeAD/Enzyme-JAX#758 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Crash during jit compile conversion from stablehlo -> hlo proto -> hlo Open

EnzymeAD/Enzyme-JAX#763 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Last remaining all-gathers Open

EnzymeAD/Enzyme-JAX#770 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`all-reduce`s in sharded baroclinic model Open

EnzymeAD/Enzyme-JAX#778 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`UNIMPLEMENTED: PartitionId instruction is not supported for SPMD partitioning since the meaning is ambiguous` Open

EnzymeAD/Enzyme-JAX#789 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Simplify comparison Open

EnzymeAD/Enzyme-JAX#811 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
OOM in XLA when compiling functions Open

EnzymeAD/Enzyme-JAX#823 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`Check failed: Product(new_dimensions) == iota_->num_elements() (2 vs. 4)` Open

EnzymeAD/Enzyme-JAX#828 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`error: 'stablehlo.multiply' op requires compatible types for all operands and results` Open

EnzymeAD/Enzyme-JAX#839 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`error: 'stablehlo.concatenate' op failed to infer returned types` Open

EnzymeAD/Enzyme-JAX#840 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Generalize Batch-Op Open

EnzymeAD/Enzyme-JAX#860 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Simplify Reduce(Reduce(...)) Open

EnzymeAD/Enzyme-JAX#867 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Common Linear Algebra Routines Open

EnzymeAD/Enzyme-JAX#886 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`Concat(Reshape(Reduce(...)))` Open

EnzymeAD/Enzyme-JAX#892 · 9 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
concat of reshapes when applied along 0-dim Open

EnzymeAD/Enzyme-JAX#905 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[arith] Missing canonicalize Open

EnzymeAD/Enzyme-JAX#913 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[arith] more simplification Open

EnzymeAD/Enzyme-JAX#920 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Transpose of gather Open

EnzymeAD/Enzyme-JAX#937 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`triangular_solve` optimizations Open

EnzymeAD/Enzyme-JAX#940 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
raise `lu` + `lu_solve` into `linalg.linsolve` Open

EnzymeAD/Enzyme-JAX#941 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
stablehlo.if constprop Open

EnzymeAD/Enzyme-JAX#955 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Check which patterns support dynamic shapes Open

EnzymeAD/Enzyme-JAX#962 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Default example in README does not work Open

EnzymeAD/Enzyme-JAX#964 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
`lu` optimizations Open

EnzymeAD/Enzyme-JAX#982 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

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