Add Julia v1.12 compatibility #714

Copilot · 2025-08-27T11:08:50Z

Add Julia v1.12 compatibility for BBCode and IR infrastructure
Update IR verification and type inference
Fix inlining policy function name change for v1.12+
Add rules for new intrinsics (min_float_fast, max_float_fast)
Add documentation for resolve_unbound_globalrefs function
Address remaining test failures

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Closes #813

codecov · 2025-08-27T11:15:40Z

Codecov Report

❌ Patch coverage is 89.06250% with 42 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
src/test_utils.jl	65.00%	14 Missing ⚠️
src/interpreter/ir_normalisation.jl	84.61%	4 Missing ⚠️
src/interpreter/ir_utils.jl	86.66%	4 Missing ⚠️
src/interpreter/reverse_mode.jl	87.09%	4 Missing ⚠️
src/rrules/avoiding_non_differentiable_code.jl	0.00%	4 Missing ⚠️
ext/MooncakeFunctionWrappersExt.jl	90.47%	2 Missing ⚠️
src/interpreter/abstract_interpretation.jl	87.50%	2 Missing ⚠️
src/interpreter/patch_for_319.jl	84.61%	2 Missing ⚠️
src/rrules/builtins.jl	96.96%	2 Missing ⚠️
src/interpreter/bbcode.jl	93.33%	1 Missing ⚠️
... and 3 more

📢 Thoughts on this report? Let us know!

Co-authored-by: yebai <3279477+yebai@users.noreply.github.com>

Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com>

github-actions · 2025-08-27T11:38:36Z

Mooncake.jl documentation for PR #714 is available at:
https://chalk-lab.github.io/Mooncake.jl/previews/PR714/

yebai · 2025-08-27T11:40:34Z

@copilot, I don't know of a inlining_policy but I know of a src_inlining_policy function in Compiler, so my intuition told me it could be a simple renaming change, which it indeed is, changed in JuliaLang/julia@7057763 (found via inspecting the git blame for the oldest change involving src_inlining_policy, a function I knew of but could have also been found by searching for inlining_policy across Compiler files)

Additionally, reformat the code via

using JuliaFormatter
format(".")

from the root of the repo.

…format code Co-authored-by: yebai <3279477+yebai@users.noreply.github.com>

Copilot · 2025-08-27T11:48:53Z

@copilot, I don't know of a inlining_policy but I know of a src_inlining_policy function in Compiler, so my intuition told me it could be a simple renaming change, which it indeed is, changed in https...

Fixed in commit 1507b4d. Updated the inlining policy function to use CC.src_inlining_policy for Julia v1.12+ while maintaining backward compatibility. Also formatted the code using JuliaFormatter as requested.

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github-actions · 2025-08-27T12:10:06Z

Performance Ratio:
Ratio of time to compute gradient and time to compute function.
Warning: results are very approximate! See here for more context.

┌────────────────────────────┬──────────┬──────────┬─────────────┬─────────┬─────────────┬────────┐
│                      Label │   Primal │ Mooncake │ MooncakeFwd │  Zygote │ ReverseDiff │ Enzyme │
│                     String │   String │   String │      String │  String │      String │ String │
├────────────────────────────┼──────────┼──────────┼─────────────┼─────────┼─────────────┼────────┤
│                   sum_1000 │ 100.0 ns │      1.9 │         1.9 │     1.1 │        5.61 │   8.31 │
│                  _sum_1000 │ 941.0 ns │     6.56 │        1.01 │  1380.0 │        33.9 │   1.09 │
│               sum_sin_1000 │  6.55 μs │     2.46 │        1.36 │    1.68 │        10.5 │   2.19 │
│              _sum_sin_1000 │  5.34 μs │     3.61 │        2.16 │   277.0 │        13.0 │   2.46 │
│                   kron_sum │ 303.0 μs │     43.1 │        3.05 │    5.61 │       227.0 │   15.3 │
│              kron_view_sum │ 327.0 μs │     42.0 │        3.66 │    11.5 │       240.0 │   6.75 │
│      naive_map_sin_cos_exp │  2.12 μs │     2.41 │         1.4 │ missing │        7.23 │   2.37 │
│            map_sin_cos_exp │  2.12 μs │     2.69 │        1.45 │    1.51 │         6.1 │   2.36 │
│      broadcast_sin_cos_exp │  2.23 μs │     2.39 │        1.39 │    2.33 │        1.47 │   2.22 │
│                 simple_mlp │ 417.0 μs │      4.6 │        3.01 │    1.62 │        6.71 │   3.26 │
│                     gp_lml │ 252.0 μs │     8.34 │        2.11 │    3.77 │     missing │   4.57 │
│ turing_broadcast_benchmark │  1.75 ms │     4.91 │        3.47 │ missing │        33.3 │   2.71 │
│         large_single_block │ 380.0 ns │     4.53 │        2.03 │  4540.0 │        31.0 │   2.24 │
└────────────────────────────┴──────────┴──────────┴─────────────┴─────────┴─────────────┴────────┘

…ng compat) (#691) * CompatHelper: bump compat for JET in [weakdeps] to 0.10, (keep existing compat) * Set tangent_type for AbstractLogger to NoTangent (#710) * Initial plan * Set tangent_type for Logging.ConsoleLogger to NoTangent Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Apply suggestions from code review Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Add ConsoleLogger test to verify AbstractLogger tangent type coverage Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Add Base.CoreLogging.SimpleLogger to type union Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Update test/tangents.jl Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> --------- Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Add better error messages for tangent accessors when types are passed (#707) * Initial plan * Add better error messages for tangent accessors when types are passed Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: Hong Ge <hg344@cam.ac.uk> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Tidy up (#715) * Tidy up error-generating methods * Remove redundant tests * Remove more redundant test cases * Bump patch version * add rule for complex logdet (#664) * working complex logdet * bump version * proper getrf! tests * improve tests * move tests * generalize tests * formatting and version --------- Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> Signed-off-by: Mateus Araújo <maltusan@gmail.com> Co-authored-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Delete .github/copilot-instructions.md (#722) Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Uncomment b_binv_test_case for PlanarLayer (#727) Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Add DiffEq integration test for Mooncake (#726) * Initial plan * Add DiffEq integration test with original example from issue Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Finalize DiffEq integration test with comprehensive structure Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Remove @info and @test_broken statements to reduce clutter Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * fix formatting (#728) * Fix DiffEq integration test by restricting to reverse mode only (#731) * Initial plan * Fix DiffEq integration test by testing reverse mode only Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * formatting --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> Co-authored-by: Hong Ge <hg344@cam.ac.uk> * Fix IR docs duplication and improve documentation structure (#718) * Initial plan * Update IR docs title and remove duplication, add comparison section Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Address PR feedback: update title and simplify Optics reference Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Restore IRCode field details that were incorrectly removed Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Add robust Julia version-dependent JET version handling to CI workflow (#733) * Fix changelog version (#693) * remove `const M` (#696) * remove const M * fix formatting * Update Project.toml Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> --------- Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Update README.md (#697) Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * minimal print io output (#699) * minimal print * vers bump * remove prev tests * include show in derived * Update algorithmic_differentiation.md (#703) I noticed a typo. I likely won't look at this again for a week or so, so please feel free to merge for me. Signed-off-by: Will Tebbutt <3628294+willtebbutt@users.noreply.github.com> * Fix 660 (#705) * Fix + tests * Bump patch version * Use _stable_typeof directly * Comment on the use of _stable_typeof * Extend arrayify for complex numbers (#706) * Fix + tests * Bump patch version * Use _stable_typeof directly * Add arrayify tests * Widen permitted types * Bump patch version again * Formatting * Uncomment blas tests * Create contribution guidelines in copilot-instructions.md (#713) Added contribution guidelines for the automatic differentiation package. Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Set tangent_type for AbstractLogger to NoTangent (#710) * Initial plan * Set tangent_type for Logging.ConsoleLogger to NoTangent Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Apply suggestions from code review Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Add ConsoleLogger test to verify AbstractLogger tangent type coverage Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Add Base.CoreLogging.SimpleLogger to type union Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Update test/tangents.jl Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> --------- Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Add better error messages for tangent accessors when types are passed (#707) * Initial plan * Add better error messages for tangent accessors when types are passed Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: Hong Ge <hg344@cam.ac.uk> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Tidy up (#715) * Tidy up error-generating methods * Remove redundant tests * Remove more redundant test cases * Bump patch version * add rule for complex logdet (#664) * working complex logdet * bump version * proper getrf! tests * improve tests * move tests * generalize tests * formatting and version --------- Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> Signed-off-by: Mateus Araújo <maltusan@gmail.com> Co-authored-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Delete .github/copilot-instructions.md (#722) Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Uncomment b_binv_test_case for PlanarLayer (#727) Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Add DiffEq integration test for Mooncake (#726) * Initial plan * Add DiffEq integration test with original example from issue Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Finalize DiffEq integration test with comprehensive structure Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Remove @info and @test_broken statements to reduce clutter Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * fix formatting (#728) * Fix DiffEq integration test by restricting to reverse mode only (#731) * Initial plan * Fix DiffEq integration test by testing reverse mode only Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * formatting --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> Co-authored-by: Hong Ge <hg344@cam.ac.uk> * Fix IR docs duplication and improve documentation structure (#718) * Initial plan * Update IR docs title and remove duplication, add comparison section Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Address PR feedback: update title and simplify Optics reference Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Restore IRCode field details that were incorrectly removed Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Initial plan * Add Julia version-dependent JET version selection to CI workflow Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Improve JET version handling to support complex constraints and remove need for explicit version on Julia 1.12+ Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Apply suggestions from code review Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Update CI.yml Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> --------- Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> Signed-off-by: Will Tebbutt <3628294+willtebbutt@users.noreply.github.com> Signed-off-by: Mateus Araújo <maltusan@gmail.com> Co-authored-by: Penelope Yong <penelopeysm@gmail.com> Co-authored-by: Hong Ge <3279477+yebai@users.noreply.github.com> Co-authored-by: Astitva Aggarwal <84859349+AstitvaAggarwal@users.noreply.github.com> Co-authored-by: Will Tebbutt <3628294+willtebbutt@users.noreply.github.com> Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com> Co-authored-by: Hong Ge <hg344@cam.ac.uk> Co-authored-by: Mateus Araújo <maltusan@gmail.com> --------- Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> Signed-off-by: Mateus Araújo <maltusan@gmail.com> Signed-off-by: Will Tebbutt <3628294+willtebbutt@users.noreply.github.com> Co-authored-by: CompatHelper Julia <compathelper_noreply@julialang.org> Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com> Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> Co-authored-by: Hong Ge <hg344@cam.ac.uk> Co-authored-by: Will Tebbutt <3628294+willtebbutt@users.noreply.github.com> Co-authored-by: Mateus Araújo <maltusan@gmail.com> Co-authored-by: Penelope Yong <penelopeysm@gmail.com> Co-authored-by: Astitva Aggarwal <84859349+AstitvaAggarwal@users.noreply.github.com>

…ccca Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com>

This is disallowed by the language and results in an error.

* Fix allocation counters for `sum` and `rand` primals This fixes: - `sum(abs2, randn(11))` on 1.12 - `rand(rng, Float64)` on 1.10 and 1.11 * Use `eval` instead * Fix for `_new_` (I think) * Just get rid of the varargs in count_allocs * Add a warning * Fix all the horrible edge cases * Final fixes (please don't let me down) * Format

* Refactor stability rules for Float types in Julia Updated stability and allocation rules for Float types based on Julia version. Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Remove Float16 cases from test cases Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Update avoiding_non_differentiable_code.jl Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * reformat --------- Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com>

penelopeysm · 2025-11-10T16:35:12Z

#843 actually caused regressions on allocations in twice_precision for 1.12. That's annoying. I'll try, but no promises.

Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com>

yebai · 2025-11-10T16:57:27Z

This is ready for a final look—let's try to merge it in the next few days.

All tests should pass after merging #839, except extra allocations on TwicePrecision and array tests -- happy to disable it on Julia 1.12 until Base.allocations becomes more accurate.

penelopeysm · 2025-11-10T17:07:50Z

I'm cautiously optimistic that #845 should fix those. Feel free to merge / not merge as you wish, I'm signing off for today.

* Add rules for LAPACK.lacpy! * LAPACK.lacpy! is exclusive to Julia 1.11+ * Add rule for BLAS.trsv! * Isolate sensitive trsm! rule --------- Co-authored-by: Hong Ge <3279477+yebai@users.noreply.github.com>

Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com>

mhauru

I have one gripe about the version bounds, but otherwise I'm happy with everything that I understand about this PR (which is a minority). A round of applause to everyone, but especially @serenity4 and @Technici4n, for getting this done.

Project.toml

Co-authored-by: Markus Hauru <mhauru@turing.ac.uk> Signed-off-by: Bruno Ploumhans <13494793+Technici4n@users.noreply.github.com>

Project.toml

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Add Julia v1.12 compatibility for BBCode and IR infrastructure

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Add 'pre' version to CI workflow

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Fix inlining_policy function name for Julia v1.12+ compatibility and …

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yebai changed the title ~~Add Julia v1.12 compatibility for BBCode and IR infrastructure~~ Add Julia v1.12 compatibility Aug 27, 2025

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Add tests on Julia 1.12 #545

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Let CI determine JET.jl version bound #732

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github-actions bot and others added 10 commits August 28, 2025 18:01

Merge branch 'main' into copilot/fix-521d0edf-b6f3-4f8f-810a-9b67505e…

1eb8a0e

…ccca Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com>

Prevent exporting names already declared as public

6534540

This is disallowed by the language and results in an error.

Extend required interface CC.add_edges_impl!

ab4d1d5

Adapt to stackless inference change (using CC.Future etc)

4671737

Always return a boolean from src_inlining_policy

8e8484d

Fix relocation of a few Experimental functions to CC

37abc8b

Fix _ir_abstract_constant_propagation rename

5204f39

Adjust to ir_abstract_constant_propagation changes

e18ed11

Support invoke CodeInstance arguments

5a8046f

penelopeysm and others added 2 commits November 10, 2025 15:58

Clarify GlobalRef resolution docs

ba6f942

Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com>

yebai marked this pull request as ready for review November 10, 2025 16:55

penelopeysm and others added 2 commits November 10, 2025 18:34

Fix for TwicePrecision allocs (#845)

8293562

Add rules for LAPACK.lacpy! and BLAS.trsv! (#839)

f5bd733

* Add rules for LAPACK.lacpy! * LAPACK.lacpy! is exclusive to Julia 1.11+ * Add rule for BLAS.trsv! * Isolate sensitive trsm! rule --------- Co-authored-by: Hong Ge <3279477+yebai@users.noreply.github.com>

yebai force-pushed the copilot/fix-521d0edf-b6f3-4f8f-810a-9b67505eccca branch from 4f2b3ed to 5bd2676 Compare November 10, 2025 19:10

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re-enable F16, only F32 and F64 are type unstable on 1.12

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Co-authored-by: Markus Hauru <mhauru@turing.ac.uk> Signed-off-by: Bruno Ploumhans <13494793+Technici4n@users.noreply.github.com>

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fix compat bound for main #846

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sunxd3 merged commit ecc8167 into main Nov 11, 2025
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Re-enable Mooncake in tests TuringLang/DynamicPPL.jl#1135

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Things to check in 1.12 #847

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