v0.2.41

Reactant v0.2.41

Diff since v0.2.40

Merged pull requests:

• feat: slurm detector + multigpu single process (#891) (@avik-pal)
• fix: map! and map (#892) (@avik-pal)
• Update Project.toml (#894) (@wsmoses)
• Regenerate MLIR Bindings (#895) (@github-actions[bot])
• fix: apply init values after reduce (#896) (@avik-pal)
• or backend == tpu (#897) (@wsmoses)
• Print module on compile error (#898) (@wsmoses)
• Strip debug info on tpu (#900) (@wsmoses)
• Update Project.toml (#902) (@wsmoses)

Closed issues:

• Reduction PR #881 breaks Oceananigans (#889)

v0.2.40

Reactant v0.2.40

Diff since v0.2.39

Merged pull requests:

• Revert "fix: apply init values after reduction" (#887) (@giordano)

v0.2.39

Reactant v0.2.39

Diff since v0.2.38

Merged pull requests:

• Throw an error when generating a large constant (#862) (@giordano)
• [CI] Disable macOS-13 entirely, not just core and integration (#875) (@giordano)
• fix: auto-compile fill of concretearray (#876) (@avik-pal)
• [ReactantExtra] Fix mlirOperationParse and add mlirOperationInject (#879) (@mofeing)
• mapreducedim! for concreterarrays (#880) (@jumerckx)
• fix: apply init values after reduction (#881) (@avik-pal)
• feat: more dispatches for GB (#882) (@avik-pal)
• Update Project.toml (#884) (@wsmoses)

Closed issues:

• Embedded function pointer is prohibited under serialization. (#860)
• Increase VRAM usage from 75% to 90%? (#877)

v0.2.38

Reactant v0.2.38

Diff since v0.2.37

Merged pull requests:

• feat: High-Level IFRT dispatches (#828) (@avik-pal)
• Format code of branch "main" (#866) (@github-actions[bot])
• Precompiling compatible relocation (#869) (@wsmoses)
• [CI] Disable failing macOS-13 jobs (#870) (@giordano)
• fix: sharding check (#871) (@avik-pal)
• CompatHelper: add new compat entry for Preferences at version 1 for package test, (keep existing compat) (#872) (@github-actions[bot])
• Affine unrolling during raising (#873) (@Pangoraw)
• Release v0.2.38 (#874) (@giordano)

v0.2.37

Reactant v0.2.37

Diff since v0.2.36

Merged pull requests:

• adding reduce to Ops.jl (#840) (@tharittk)
• Additional enzymexlabump (#850) (@wsmoses)
• Further enzymexla bump (#851) (@wsmoses)
• Update jll (#852) (@wsmoses)
• Move executable and device to thunk from expr (#855) (@wsmoses)
• test: print progress while running tests (#857) (@avik-pal)
• Format code of branch "main" (#863) (@github-actions[bot])
• Constant cse (#865) (@wsmoses)

v0.2.36

Reactant v0.2.36

Diff since v0.2.35

Merged pull requests:

• feat: sharding with non-divisible dimensions [alternate approach] (#825) (@avik-pal)
• feat: more dispatches for any/all (#834) (@avik-pal)
• Generate MemRef dialect bindings (#836) (@mofeing)
• fix: IFRT PJRT Client construction [JLL Changes] (#841) (@avik-pal)
• Regenerate MLIR Bindings (#842) (@github-actions[bot])
• [CI] Set timeout of run-tests job to 60 minutes (#843) (@giordano)
• ReactantExtra changes to fix MPI PR (#844) (@mofeing)
• test: disable Lux gradient test for now (#845) (@avik-pal)
• docs: housekeeping + memref dialect (#846) (@avik-pal)
• docs: fix links in nav bar (#848) (@avik-pal)
• fix: number tracing (#849) (@avik-pal)

Closed issues:

• Sharding with arbitrary non-divisible dimensions (#820)

v0.2.35

Reactant v0.2.35

Diff since v0.2.34

Merged pull requests:

• Format code of branch "main" (#833) (@github-actions[bot])
• Bump Reactant_jll and version number (#838) (@giordano)

v0.2.34

Reactant v0.2.34

Diff since v0.2.33

Merged pull requests:

• Return T if mode=TracedSetPath (#810) (@glwagner)
• adding axpy! and axpby! to linear algebra (#813) (@tharittk)
• Regenerate MLIR Bindings (#815) (@github-actions[bot])
• More enzymexla bump (#816) (@wsmoses)
• Bump JLL (#817) (@wsmoses)
• fix: allow one arg of overloaded_mul to be a regular array (#821) (@avik-pal)
• More enzymexla bump (#823) (@wsmoses)
• feat: support 2 levels of wrapping (#824) (@avik-pal)
• feat: add isinf dispatches (#826) (@avik-pal)
• Bump enzymexla (#829) (@wsmoses)
• update jll (#830) (@wsmoses)
• Tag v0.2.34 (#831) (@giordano)

v0.2.33

Reactant v0.2.33

Diff since v0.2.32

Merged pull requests:

• feat: more sharding utilities (#809) (@avik-pal)
• Bump enzymejax (#812) (@wsmoses)
• Bump enzymexla passes (#814) (@wsmoses)

v0.2.32

Reactant v0.2.32

Diff since v0.2.31

Merged pull requests:

• ci: run tests if julia file changes (#742) (@avik-pal)
• [IFRT] add c-bindings for "Held" PjRt classes (#751) (@mofeing)
• feat: initial IFRT integration (#764) (@avik-pal)
• [GHA] Run x86_64 macOS jobs on macOS-13 runners (#765) (@giordano)
• feat: JLL changes for IFRT Shardings (#770) (@avik-pal)
• refactor: move PJRT into a specific module (#771) (@avik-pal)
• track number in traced_type for mode == TracedSetPath (#772) (@jumerckx)
• Don't trace VersionNumber (#773) (@milankl)
• feat: initial draft of IFRT.Array interface (#774) (@avik-pal)
• refactor: rename R* to PJRT* (#775) (@avik-pal)
• [build_local] Add argument to set --color option for Bazel (#776) (@giordano)
• Regenerate MLIR Bindings (#779) (@github-actions[bot])
• feat: setup Distributed Runtime (#780) (@avik-pal)
• fix: code_xla (#782) (@avik-pal)
• Bump xla (#783) (@wsmoses)
• feat: JLL changes for #780 (#784) (@avik-pal)
• Further enzymexla bump (#785) (@wsmoses)
• Format code of branch "main" (#786) (@github-actions[bot])
• Temporarily use fork of XLA to point to fork of LLVM (#787) (@giordano)
• feat: use C-API to convert TensorShardingAttr to HloSharding (#788) (@avik-pal)
• feat: JLL changes for #788 (#789) (@avik-pal)
• feat: more JLL changes for #788 (#790) (@avik-pal)
• feat: support kwargs in macros (#791) (@avik-pal)
• traced control flow fixes (#794) (@jumerckx)
• Bump enzymejax (#795) (@wsmoses)
• feat: JLL changes for IFRT integration (#796) (@avik-pal)
• [Compiler] Make raise a keyword argument (#797) (@giordano)
• feat: add Ops.sharding_constraint (#798) (@avik-pal)
• feat: JLL changes for sdy.sharding_constraint (#799) (@avik-pal)
• cf: extract condition to a name (#801) (@Pangoraw)
• build(deps): bump bazel-contrib/setup-bazel from 0.13.0 to 0.14.0 (#802) (@dependabot[bot])
• Bump JLL (#803) (@wsmoses)
• restore anyconcreterarray (#804) (@wsmoses)
• Fix raising (#805) (@wsmoses)
• fix: simplify Mesh implementation (#806) (@avik-pal)
• Bm (#807) (@wsmoses)

Closed issues:

• Failed sharding test on macOS (#763)
• Distributed Execution (#766)
• Tracing VersionNumber (#767)
• @trace seems to fail when if evaluates a function (#768)
• Error building Base.TwicePrecision in terms of TracedRNumber (#769)
• code_xla broken (#781)
• Unexpected non-boolean (Reactant.TracedRNumber{Bool}) used in boolean context (#793)