v0.2.154

Reactant v0.2.154

Diff since v0.2.153

Merged pull requests:

• test: make TPU ci green (#1534) (@wsmoses)
• fix: iteration ordering for findfirst (#1537) (@avik-pal)
• Updating branch with main (#1548) (@jlk9)
• No static libstdc++ (#1553) (@wsmoses)
• Format Bazel code of branch "main" (#1556) (@github-actions[bot])
• feat: persistent compilation cache (#1557) (@avik-pal)
• Add ConcreteRArray undef ctors and fix KA.allocate (#1558) (@oschulz)
• feat: persistent compile cache jll changes (#1560) (@avik-pal)
• feat: FillArrays support (#1568) (@avik-pal)

Closed issues:

• Enzyme.make_zero! not applying when compiled inside a gradient call (#1504)
• Reactant with Nvidia GPU on x86_64-linux-gnu taking forever to precompile on 0.2.153 vs 0.2.152 (#1550)
• Support for FillArrays? (#1563)

v0.2.153

Reactant v0.2.153

Diff since v0.2.152

Merged pull requests:

• Don't own a null array (#1524) (@wsmoses)
• More precompile memory fixups (#1525) (@wsmoses)
• Actually use c api (#1526) (@wsmoses)
• Prepare for new jll passes (#1527) (@wsmoses)
• Bump julia-actions/julia-downgrade-compat from 1 to 2 (#1528) (@dependabot[bot])
• Regenerate MLIR Bindings (#1529) (@github-actions[bot])
• Reduce TPU errors (#1531) (@wsmoses)
• fix: init for julia and shlo are semantically different (#1532) (@avik-pal)
• Format Bazel code of branch "main" (#1540) (@github-actions[bot])
• Regenerate MLIR Bindings (#1541) (@github-actions[bot])
• Format Bazel code of branch "main" (#1542) (@github-actions[bot])
• Regenerate MLIR Bindings (#1543) (@github-actions[bot])
• Fix enzyme.make_zero! (#1544) (@wsmoses)
• Update Project.toml (#1546) (@wsmoses)
• JLL: fix no nan (#1547) (@wsmoses)

Closed issues:

• TPU ifrt nondeterministically segfaults on initialization (#1497)

v0.2.152

Reactant v0.2.152

Diff since v0.2.151

Merged pull requests:

• docs: new sharding docs (#1370) (@avik-pal)
• Add widen_wrap opt (#1511) (@wsmoses)
• fix: default to shardy again (#1512) (@avik-pal)
• fix: fixes for random sampling (#1513) (@avik-pal)
• Sdy comm (#1516) (@wsmoses)
• Format Julia code of branch "main" (#1517) (@github-actions[bot])
• Format Bazel code of branch "main" (#1518) (@github-actions[bot])
• Regenerate MLIR Bindings (#1519) (@github-actions[bot])
• refactor: move patterns to diff list (#1520) (@avik-pal)
• fix: more dispatches for mapreduce (#1521) (@avik-pal)
• fix: force finalize the buffers after precompile (#1522) (@avik-pal)

Closed issues:

• rand! without rng falls-back to sampler interface (#1446)
• Host-device copying (#1458)
• GSPMD sharding propgagtion is deprecated (#1472)
• Diagonal Matrix Mult is Slower than Dense (#1483)
• Error with rand and eltype (#1508)

v0.2.151

Reactant v0.2.151

Diff since v0.2.150

Merged pull requests:

• diag opt passes (#1510) (@wsmoses)

v0.2.150

Reactant v0.2.150

Diff since v0.2.149

Merged pull requests:

• Fix memory error during compilation (#1499) (@wsmoses)
• Format Julia code of branch "main" (#1500) (@github-actions[bot])
• More TPU fixes (#1501) (@wsmoses)
• Add a new method of getindex (#1502) (@jlk9)
• Silence unused-command-line-argument warning, not just the error (#1506) (@giordano)
• Format Julia code of branch "main" (#1507) (@github-actions[bot])

Closed issues:

• make_zero! doesn't apply inside a compiled gradient (#1503)

v0.2.149

Reactant v0.2.149

Diff since v0.2.148

Merged pull requests:

• [CI] Prepare setup for new runners (#1478) (@giordano)
• Format Julia code of branch "main" (#1495) (@github-actions[bot])

v0.2.148

Reactant v0.2.148

Diff since v0.2.147

Merged pull requests:

• Format Julia code of branch "main" (#1477) (@github-actions[bot])
• Remove debug prints (#1481) (@giordano)
• Try fixing workspace (#1485) (@wsmoses)
• Use iota for diag scatter generation (#1487) (@wsmoses)
• Fix 5090 support (#1488) (@wsmoses)
• Format Bazel code of branch "main" (#1489) (@github-actions[bot])
• Regenerate MLIR Bindings (#1490) (@github-actions[bot])
• feat: add support for DLFP8Types (#1491) (@avik-pal)
• feat: add support for mapreduce of Base.Iterators (#1493) (@avik-pal)
• new jll (#1494) (@wsmoses)

Closed issues:

• Use of iterators with Reactant @trace (#1435)
• undefined symbol: nvshmemx_hostlib_finalize (#1480)
• TPU strip-debuginfo error (#1482)
• undefined symbol linking error on 0.2.147 (#1484)
• Scalar index error mapreducing over an array and iterator (#1486)

v0.2.147

Reactant v0.2.147

Diff since v0.2.146

Merged pull requests:

• Don't use fmap in traced ifs (#1457) (@jumerckx)
• test: compile with more devices than available (#1471) (@avik-pal)
• Format Bazel code of branch "main" (#1473) (@github-actions[bot])
• Regenerate MLIR Bindings (#1474) (@github-actions[bot])
• JLL bump (#1475) (@wsmoses)
• Faster copyto! and similar (#1476) (@wsmoses)

v0.2.146

Reactant v0.2.146

Diff since v0.2.145

Merged pull requests:

• feat: xla/mhlo export passes (#1463) (@avik-pal)
• feat: jll changes for mhlo/xla passes (#1464) (@avik-pal)
• feat: triton c api (#1467) (@avik-pal)
• Regenerate MLIR Bindings (#1468) (@github-actions[bot])

v0.2.145

Reactant v0.2.145

Diff since v0.2.144

Merged pull requests:

• perf: run ablations for the paper (#1408) (@avik-pal)
• CompatHelper: bump compat for YaoBlocks in [weakdeps] to 0.14 for package ., (keep existing compat) (#1450) (@github-actions[bot])
• Add copy handler and linkable version (#1451) (@wsmoses)
• feat: add enzymexla op wrappers (#1453) (@avik-pal)
• fix: update distributed APIs to new jll (#1454) (@avik-pal)
• Format Bazel code of branch "main" (#1455) (@github-actions[bot])
• Regenerate MLIR Bindings (#1456) (@github-actions[bot])
• Try to not use dicts (#1459) (@wsmoses)
• Format Julia code of branch "main" (#1460) (@github-actions[bot])
• feat: new jll (#1461) (@avik-pal)

Closed issues:

• Not working with RTX 5090 (#1280)
• MLIR error with ClimaOcean + Reactant (#1452)