v0.2.171

Reactant v0.2.171

Diff since v0.2.170

Merged pull requests:

• Make RArray a subtype of DenseArray (#1696) (@albertomercurio)
• feat: reverse mode batched AD (#1740) (@avik-pal)
• Fix jl-generators for AttrSizedOperandSegments string (#1741) (@sbrantq)
• Format Julia code of branch "main" (#1742) (@github-actions[bot])
• Regenerate MLIR Bindings (#1743) (@github-actions[bot])
• feat: print bytes using format_bytes (#1744) (@avik-pal)
• feat: implement zeros/ones/fill (#1746) (@avik-pal)
• test: fix failing TPU test for oneelement (#1747) (@avik-pal)
• feat: new optimization passes + new jll (#1748) (@avik-pal)
• Regenerate MLIR Bindings (#1750) (@github-actions[bot])
• docs: fix has_tpu (#1752) (@avik-pal)
• fix: loading reactant on 1.12 (#1755) (@avik-pal)
• fix: disable 1.12 precompile (#1756) (@avik-pal)

Closed issues:

• Int32 Array compiling got AssertionError: ElType != Any && ElType != Union{} (#470)
• Bad XLA codegen for exact TopK (#886)
• Cannot compile function with more than 32 args (#922)
• Argmax fails with reactant (#1079)
• Add Aqua tests (#1201)
• Alternate implementation of BatchDuplicated (#1295)
• GB-25 code OOM'ing on GitHub-hosted runners while compiling code (#1551)
• Ambigous method for fill! (#1601)
• Print the memory info in Stats.jl using Base.format_bytes (#1646)
• Make Reactant.RArray a subtype of DenseVector (#1695)
• Incorrect results for nested AD (#1733)
• Forward mode AD fails on vector-output functions (#1749)
• Reactant.has_tpu is not defined (#1751)

v0.2.170

Reactant v0.2.170

Diff since v0.2.169

Merged pull requests:

• ProbProg: JLL changes for trace/symbol/constraint types (#1719) (@sbrantq)
• feat: updates for new JLL (#1721) (@avik-pal)
• add Colon dispatch and tests (#1725) (@yolhan83)
• feat(JLL): expose cuda cc functions (#1726) (@avik-pal)
• Format Julia code of branch "main" (#1728) (@github-actions[bot])
• Regenerate MLIR Bindings (#1730) (@github-actions[bot])
• feat: c-api auto-wrap for EnzymeXLA (#1732) (@avik-pal)
• feat: support for fold/unfold (#1735) (@avik-pal)
• feat: new compiler optimizations (#1737) (@avik-pal)
• ci: use 1.11 and prevent python 3.14 for now (#1738) (@avik-pal)

Closed issues:

• Support for unfold (and fold) with Lux.jl & Reactant.jl (#1731)

v0.2.169

Reactant v0.2.169

Diff since v0.2.168

Merged pull requests:

• Add support for log2 and log10 (#1714) (@bartvanerp)
• Format Julia code of branch "main" (#1715) (@github-actions[bot])
• fix: add additional check in ignore_derivatives (#1717) (@avik-pal)

Closed issues:

• No method matching log10(::Reactant.TracedRNumber{Float32}) (#1713)

v0.2.168

Reactant v0.2.168

Diff since v0.2.167

Merged pull requests:

• Use Enzyme.ignore_derivatives, now that landed (#1707) (@wsmoses)
• ci: fix regenerate-mlir-bindings (#1709) (@avik-pal)
• Regenerate MLIR Bindings (#1710) (@github-actions[bot])

Closed issues:

• KeyError raised while trying to install the Reactant.jl package. (#1706)
• regenerate-mlir-bindings workflow broken (#1708)

v0.2.167

Reactant v0.2.167

Diff since v0.2.166

Merged pull requests:

• Support MPI (#752) (@mofeing)
• feat: enable new auto-batching passes (#1690) (@avik-pal)
• feat: generalize pycall to support structures (#1701) (@avik-pal)

Closed issues:

• Trace over Python (#354)
• setindex! error when using WeightInitializers.jl (#1703)
• Seg Fault in forward model run with Oceananigans (#1704)

v0.2.166

Reactant v0.2.166

Diff since v0.2.165

Merged pull requests:

• ci: use a shared workflow (#1693) (@avik-pal)

Closed issues:

• Ambiguous searchsortedfirst method (#1698)

v0.2.165

Reactant v0.2.165

Diff since v0.2.164

Merged pull requests:

• Bump actions/checkout from 4 to 5 (#1564) (@dependabot[bot])
• feat: overlay Zygote.gradient and use Enzyme instead (#1658) (@avik-pal)
• Regenerate MLIR Bindings (#1688) (@github-actions[bot])
• adpt to activity changes (#1691) (@wsmoses)
• Update sed command to modify multiple files (#1692) (@wsmoses)

Closed issues:

• @trace function definition (#1683)

v0.2.164

Reactant v0.2.164

Diff since v0.2.163

Merged pull requests:

• Format Julia code of branch "main" (#1679) (@github-actions[bot])
• Add section about loops in AD tutorial (#1680) (@Pangoraw)
• docs: cross reference lux docs on training neural networks (#1682) (@avik-pal)
• feat: new upstream opt passes (#1684) (@avik-pal)
• feat: @trace on function definition (#1685) (@avik-pal)

Closed issues:

• Add checkpointing section to Autodiff Tutorial (#1652)
• WSL issue on v0.2.162 (failure of artifact but everything works well) (#1676)

v0.2.163

Reactant v0.2.163

Diff since v0.2.162

Merged pull requests:

• mem effects (#1666) (@wsmoses)
• chore: delete unused code (#1674) (@avik-pal)
• Alias TracedStepRangeLen inside TracedRNumberOverrides for compatibility (#1675) (@giordano)
• fix docs (#1678) (@wsmoses)

v0.2.162

Reactant v0.2.162

Diff since v0.2.161

Merged pull requests:

• fix: overlay searchsorted functions (#1596) (@avik-pal)
• feat: scatter add gradient (#1609) (@avik-pal)
• Add partial evaluation tutorial (#1624) (@oschulz)
• feat: ensure i32 indexing based on input sizes (#1630) (@avik-pal)
• ci: update the continuous benchmarking ci to use the new machines (#1632) (@avik-pal)
• fix: specialize on abstractmatrix and abstractvector for repeat outer (#1633) (@avik-pal)
• fix: force call with reactant if using inferencebarrier (#1635) (@avik-pal)
• refactor: standardize use of promote_to and broadcast_to_size (#1637) (@avik-pal)
• feat: bump jll (#1638) (@avik-pal)
• fix: set-indexing into subarray (#1639) (@avik-pal)
• fix: special case cartesian indexing of reshaped arrays (#1640) (@avik-pal)
• chore: exclude auto-generated files from appearing in coverage reports (#1641) (@avik-pal)
• feat: use traced_call when unrolling iterators and generators (#1642) (@avik-pal)
• [ReactantExtra] Adapt WORKSPACE to jax-ml/jax@006b290 (#1644) (@giordano)
• Don't initialize gpu backend if no relevant jll (#1647) (@wsmoses)
• Regenerate MLIR Bindings (#1648) (@github-actions[bot])
• doc: fix docs build (#1650) (@avik-pal)
• docs: autodiff tutorial (#1651) (@avik-pal)
• docs: should have been marked @example (#1655) (@avik-pal)
• fix: clamp! dispatch (#1661) (@avik-pal)
• feat: support generators + force calling into interp (#1665) (@avik-pal)
• test: code quality testing (#1668) (@avik-pal)
• Regenerate MLIR Bindings (#1671) (@github-actions[bot])

Closed issues:

• HLO spmd-partitioning failure (#1010)
• @compile gradient of NNlib.scatter! with Enzyme fails (#1423)
• Overlayed functions not detected inside another overlayed function (#1589)
• Weird indexing error with similar + fill! (#1602)
• Error in forward run with Oceananigans (#1629)
• Wrong number of indices when broadcasting reshaped array (#1634)
• Unable to copy to array slice (#1636)
• Reactant's traced scalar types causing issues with Optimisers.jl's ClipNorm() (#1645)
• Trouble building Reactant with GPU (CUDA) support on remote cluster (#1653)