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)

v0.2.161

Reactant v0.2.161

Diff since v0.2.160

Merged pull requests:

• fix: accidental promotion to i64 (#1605) (@avik-pal)
• fix: add overloads for Base.complex (#1607) (@avik-pal)
• chore: update jll (#1610) (@avik-pal)
• fix: remove unnecessary permutedims in batched_mul (#1612) (@avik-pal)
• [CI] Run job updating MLIR bindings on Julia v1.11 (#1613) (@giordano)
• fix: add within_autodiff_rewrite for new Enzyme versions (#1614) (@avik-pal)
• feat: support multiple argument map and map! (#1620) (@avik-pal)
• Specialize transpose! and adjoint! for AnyTracedRMatrix (#1621) (@oschulz)
• Update Clang compatibility version to 0.19 (#1622) (@giordano)
• Regenerate MLIR Bindings (#1623) (@github-actions[bot])
• fix: missing licm passes + accidental promotions (#1628) (@avik-pal)
• Update Reactant_jll version to 0.0.238 (#1631) (@avik-pal)

Closed issues:

• Compile errors when using AcceleratedKernels.mapreduce on a StructVector of Tuples (#1555)
• Abort trap: mismatched ranks of types1 vs 0 with Oceananigans script with ImmersedBoundaryCondition (#1600)
• Reactant_jll cannot be built with CUDA13.0 (#1603)
• copy of transpose fails due to scalar indexing (#1611)

v0.2.160

Reactant v0.2.160

Diff since v0.2.159

Merged pull requests:

• windows ci (#1562) (@wsmoses)
• fix: logsumexp (#1594) (@avik-pal)
• Reduce cpu size (#1599) (@wsmoses)

Closed issues:

• Error when precompiling in Windows (#198)
• Cannot register CUDA backend: "Could not find registered platform with name: 'cuda'" (#1591)
• Going from Reactant v0.2.152 to v0.2.153 breaks compilation of NNlib.logsumexp (#1593)
• Segfault with cumulative sum in stack/eachrow (#1597)

v0.2.159

Reactant v0.2.159

Diff since v0.2.158

Merged pull requests:

• Format Bazel code of branch "main" (#1588) (@github-actions[bot])
• fix: unwanted promotion in copysign (#1590) (@avik-pal)

v0.2.158

Reactant v0.2.158

Diff since v0.2.157

Merged pull requests:

• [build_local] Symlink libdevice and fatbinary for GPU builds (#1579) (@giordano)
• feat: new batching opt passes (#1582) (@avik-pal)
• [CI] Run local build on GCP runner (#1584) (@giordano)
• [CI] Use Codecov token (#1585) (@giordano)
• A comic number of backslashes to support rewriting patch files define… (#1587) (@wsmoses)

v0.2.157

Reactant v0.2.157

Diff since v0.2.156

Merged pull requests:

• test: mark tests as broken instead of skipping them (#1536) (@avik-pal)
• Format Julia code of branch "main" (#1580) (@github-actions[bot])

v0.2.156

Reactant v0.2.156

Diff since v0.2.155

Merged pull requests:

• fix: setup for new jll (#1538) (@avik-pal)
• feat: define a @opcall macro for better debug info (#1574) (@avik-pal)
• fix: stack for numbers (#1576) (@avik-pal)
• override ifelse (#1577) (@wsmoses)

Closed issues:

• Replace Ops.<...> with a custom @op macro (#671)

v0.2.155

Reactant v0.2.155

Diff since v0.2.154

Merged pull requests:

• Fix typedef and undef ctors for ConcreteRArray and ConcreteRNumber (#1571) (@oschulz)
• fix: mapreduce with unitrange dims (#1572) (@avik-pal)
• CompatHelper: add new compat entry for FillArrays at version 1 for package test, (keep existing compat) (#1573) (@github-actions[bot])
• Update Project.toml (#1575) (@wsmoses)