Set tangent_type for AbstractLogger to NoTangent by Copilot · Pull Request #710 · chalk-lab/Mooncake.jl

Copilot · 2025-08-26T22:52:14Z

This PR sets the tangent_type for Base.CoreLogging.AbstractLogger to NoTangent, addressing the issue where logger objects (including ConsoleLogger and SimpleLogger) were getting complex auto-generated tangent types that are unnecessary for logging infrastructure.

Problem

Previously, logger objects would get complex tangent types with nested MutableTangent structures:

julia> using Mooncake, Logging
julia> logger = ConsoleLogger()
julia> Mooncake.tangent_type(typeof(logger))
Mooncake.Tangent{@NamedTuple{stream, lock::Mooncake.MutableTangent{...}, ...}}

This is problematic because logging operations don't have meaningful derivatives in the context of automatic differentiation, and the complex tangent structure is both unnecessary and potentially inefficient.

Solution

Added a single line to src/tangents.jl to explicitly set the tangent type for all logger types:

tangent_type(::Type{<:Base.CoreLogging.AbstractLogger}) = NoTangent

This follows the established pattern for other non-differentiable types like String, IOStream, TTY, MersenneTwister, etc. By using AbstractLogger, the rule covers all logger types including ConsoleLogger, SimpleLogger, and any custom logger implementations.

After the change

julia> using Mooncake, Logging
julia> logger = ConsoleLogger()
julia> Mooncake.tangent_type(typeof(logger))
Mooncake.NoTangent

julia> simple_logger = SimpleLogger()
julia> Mooncake.tangent_type(typeof(simple_logger))
Mooncake.NoTangent

Testing

Added test cases for both ConsoleLogger and SimpleLogger to test/tangents.jl to ensure the tangent type is correctly set to NoTangent for all concrete logger types.

This is a minimal, surgical change that improves the behavior of the automatic differentiation system when encountering logging objects, which are common in many Julia applications.

✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

github-actions · 2025-08-26T22:59:28Z

Mooncake.jl documentation for PR #710 is available at:
https://chalk-lab.github.io/Mooncake.jl/previews/PR710/

codecov · 2025-08-26T23:02:42Z

Codecov Report

❌ Patch coverage is 0% with 1 line in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
src/tangents.jl	0.00%	1 Missing ⚠️

📢 Thoughts on this report? Let us know!

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

github-actions · 2025-08-26T23:12:50Z

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 │      1.8 │         1.9 │     1.0 │         5.7 │    8.11 │
│                  _sum_1000 │ 941.0 ns │     7.18 │        1.02 │  1510.0 │        34.1 │    1.09 │
│               sum_sin_1000 │  6.53 μs │     2.19 │         1.4 │    1.69 │        10.7 │    2.23 │
│              _sum_sin_1000 │  5.18 μs │     2.59 │         2.2 │   292.0 │        13.7 │    2.49 │
│                   kron_sum │ 347.0 μs │     52.5 │         2.9 │    4.68 │       203.0 │     8.0 │
│              kron_view_sum │ 360.0 μs │     39.6 │        3.44 │    10.4 │       218.0 │    5.97 │
│      naive_map_sin_cos_exp │  2.11 μs │     2.21 │         1.4 │ missing │        7.36 │    2.33 │
│            map_sin_cos_exp │  2.14 μs │     2.43 │        1.43 │    1.58 │        6.19 │    2.87 │
│      broadcast_sin_cos_exp │  2.25 μs │     2.32 │        1.37 │    2.36 │        1.46 │    2.25 │
│                 simple_mlp │ 203.0 μs │     6.08 │        2.95 │     1.7 │        11.3 │    3.49 │
│                     gp_lml │ 249.0 μs │     8.63 │         2.1 │    3.66 │     missing │    5.25 │
│ turing_broadcast_benchmark │  1.99 ms │     4.15 │        2.99 │ missing │        25.3 │ missing │
│         large_single_block │ 381.0 ns │     4.52 │        2.02 │  4490.0 │        30.7 │    2.23 │
└────────────────────────────┴──────────┴──────────┴─────────────┴─────────┴─────────────┴─────────┘

src/tangents.jl

test/tangents.jl

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

…3d3e

test/tangents.jl

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

Copilot · 2025-08-27T12:14:39Z

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yebai

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test/tangents.jl

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

Copilot · 2025-08-27T12:33:37Z

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#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>

…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>

* Initial plan * Add Julia v1.12 compatibility for BBCode and IR infrastructure Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Add 'pre' version to CI workflow Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Fix inlining_policy function name for Julia v1.12+ compatibility and format code Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * CompatHelper: bump compat for JET in [weakdeps] to 0.10, (keep existing 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> * Prevent exporting names already declared as public This is disallowed by the language and results in an error. * Extend required interface CC.add_edges_impl! * Adapt to stackless inference change (using CC.Future etc) * Always return a boolean from `src_inlining_policy` * Fix relocation of a few Experimental functions to CC * Fix `_ir_abstract_constant_propagation` rename * Adjust to `ir_abstract_constant_propagation` changes * Support `invoke` CodeInstance arguments * Adjust to opaque macro behavior change * Define better slotnames for debugging * Fix opaque closure construction * Adjust to 1.12 opaque closure creation change * More fixes * Fix IRCode construction bug * Adjust to binding changes for primal type extraction * Rules for new intrinsics * Set appropriate world bounds on the `CodeInfo` * Optimize opaque closures * Avoid failures on <1.12 * Don't attempt to set bounds if no inferred code is available * More <1.12 fixes * Don't optimize if IR interp can't be performed * More fixes/tests * Revert use of `Base.allocations` It is not defined on <1.12, and the macro form seems fine. * Fix bad line info information * Make line info logic more robust, fix a few more things * [WIP] add rules for `svec` and `_svec_len` * Don't add _svec_len rule for < 1.12 * Try to avoid error in IRInterp * Allow type unstability for `compute_oc_signature` * Attempt to fix allocations * Still use the same Tuple type for < 1.12 * Unconditionally set ir.argtypes[1] to an accurate Tuple * Fix `primal_type` bug * Fix construction error for IRCode * Fix more issues * Discard unwanted change * Make version check static * Add some @zero_derivatives for logging (#815) * Mark Base.fixup_stdlib_path as having @zero_derivative This comes up because in Julia 1.12 logmsg_code gets the folder of Core.Compiler if needed to resolve paths, which results in a ccall with no known rule. See JuliaLang/julia#57274. * Make Base.CoreLogging.handle_message_nothrow as having @zero_derivative This comes up in logmsg_code, because in Julia v1.12 handle_message_nothrow got a try-catch structure, which creates an UpsilonNode that Mooncake can't handle. * Update avoiding_non_differentiable_code.jl Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * fix format * Fix handle_message_nothrow @zero_derivative rule * Improve a comment * Fix duplicate svec rule after merge * Remove JET version adjustment from CI workflow Removed JET version adjustment step based on Julia version from CI workflow. Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Fix typo in 1.12- * Also test buildkit and ext on 1.12? * Use an eval to avoid duplicating BBCode * Remove useless line (thanks Copilot) * Update get_primal_type for GlobalRef * Update isva comment * Require Julia 1.12.1 or newer * Fix stdin reference not working in 1.11 * Update patch_for_319 following Julia 1.12 changes * Binding partitions are lazily populated! * Set the IR's valid worlds to only the interpreter world (#832) * Try to set the IR valid worlds to only the interpreter world * Add explanation to set_valid_worlds! * Tweak comment * Update dispatch_doctor.jl Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Import _Utils from DispatchDoctor in tests Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * reformat * Use a single world for inference * Disable JET tests for Julia 1.12 temporarily. Julia 1.12 has a few Base functions that are not type-stable, causing false-positive JET test failures in Mooncake. Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * re-enable JET test for Julia 1.12 and format. * Mark compute_oc_signature as unstable Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Add documentation for resolve_unbound_globalrefs function Co-authored-by: yebai <3279477+yebai@users.noreply.github.com> * Add unstable block for version-specific functions Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Update allocation tests for Julia version compatibility Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Update frule allocation tests for Julia version compatibility * refactor count_allocs * Update JET version to include 0.11 (#841) Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * fix allocation counts for primals (plus `_new_` frule) (#843) * 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 * Skip certain stability and performance tests for 1.12 (#844) * 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> * Clarify GlobalRef resolution docs Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Fix for TwicePrecision allocs (#845) * Add rules for LAPACK.lacpy! and BLAS.trsv! (#839) * 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> * re-enable F16, only F32 and F64 are type unstable on 1.12 Signed-off-by: Hong Ge <3279477+yebai@users.noreply.github.com> * Update Project.toml Co-authored-by: Markus Hauru <mhauru@turing.ac.uk> Signed-off-by: Bruno Ploumhans <13494793+Technici4n@users.noreply.github.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> Signed-off-by: Bruno Ploumhans <13494793+Technici4n@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> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: CompatHelper Julia <compathelper_noreply@julialang.org> 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> Co-authored-by: serenity4 <cedric.bel@hotmail.fr> Co-authored-by: Markus Hauru <mhauru@turing.ac.uk> Co-authored-by: Bruno Ploumhans <13494793+Technici4n@users.noreply.github.com>

Initial plan

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Set tangent_type for Logging.ConsoleLogger to NoTangent

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Copilot AI changed the title ~~[WIP] Set tangent_type for Logging.ConsoleLogger to NoTangent~~ Set tangent_type for Logging.ConsoleLogger to NoTangent Aug 26, 2025

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Merge branch 'main' into copilot/fix-b927b52d-2d90-45b6-b5a8-41632ce6…

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Add ConsoleLogger test to verify AbstractLogger tangent type coverage

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Copilot AI changed the title ~~Set tangent_type for Logging.ConsoleLogger to NoTangent~~ Set tangent_type for AbstractLogger to NoTangent Aug 27, 2025

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Add Base.CoreLogging.SimpleLogger to type union

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Set tangent_type for AbstractLogger to NoTangent#710

Set tangent_type for AbstractLogger to NoTangent#710
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