Mark LuxCore imports as public using @public by Copilot · Pull Request #1585 · LuxDL/Lux.jl

Copilot · 2025-12-06T16:46:13Z

Plan: Mark LuxCore imports as public using SciMLPublic

Understand the issue and codebase structure
Add @public declaration for LuxCore imports (lines 30-45 in src/Lux.jl)
Validate the change by loading the module
Format the code with JuliaFormatter
Final validation
Move @public declaration to end of file per review feedback

Original prompt

This section details on the original issue you should resolve

<issue_title>Mark LuxCore imports in Lux as public</issue_title>
<issue_description>https://github.com/LuxDL/Lux.jl/blob/main/src/Lux.jl#L34-L45

These imports need to be marked public in Lux. Use SciMLPublic for this</issue_description>

Comments on the Issue (you are @copilot in this section)

Fixes Mark LuxCore imports in Lux as public #1584

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

Co-authored-by: avik-pal <30564094+avik-pal@users.noreply.github.com>

avik-pal · 2025-12-06T17:00:40Z

src/Lux.jl

+@public (
+    initialparameters,
+    initialstates,
+    parameterlength,
+    statelength,
+    outputsize,
+    update_state,
+    trainmode,
+    testmode,
+    setup,
+    apply,
+    replicate,
+    preserves_state_type,
+)


@copilot put this at the end of the file

Moved the @public declaration to the end of the file as requested (commit 37a08e1).

Co-authored-by: avik-pal <30564094+avik-pal@users.noreply.github.com>

Copilot · 2025-12-06T17:10:22Z

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mergify · 2025-12-06T17:15:03Z

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github-actions · 2025-12-06T17:35:01Z

Benchmark Results (Julia v1.11)

Time benchmarks

	main	`37a08e1`...	main / `37a08e1`...
basics/MHA	3.99 ± 0.23 μs	4.1 ± 0.26 μs	0.973 ± 0.084
basics/MHA (first run)	4.55 ± 1.9 μs	4.96 ± 2 μs	0.917 ± 0.54
basics/MHA reactant	0.0612 ± 0.0086 ms	0.0583 ± 0.0059 ms	1.05 ± 0.18
basics/MHA reactant (comp + run)	0.139 ± 0.0038 s	0.138 ± 0.0028 s	1.01 ± 0.034
basics/conv	11.9 ± 11 μs	12.8 ± 11 μs	0.93 ± 1.1
basics/conv (first run)	10.5 ± 1.8 μs	10.3 ± 0.63 μs	1.02 ± 0.19
basics/conv reactant	0.0471 ± 0.0017 ms	0.0477 ± 0.0029 ms	0.989 ± 0.071
basics/conv reactant (comp + run)	0.0992 ± 0.0032 s	0.0979 ± 0.0042 s	1.01 ± 0.054
basics/dense	0.18 ± 0.001 μs	0.18 ± 0.01 μs	1 ± 0.056
basics/dense (first run)	0.2 ± 0.001 μs	0.2 ± 0.01 μs	1 ± 0.05
basics/dense reactant	0.0444 ± 0.0014 ms	0.0443 ± 0.002 ms	1 ± 0.056
basics/dense reactant (comp + run)	0.0798 ± 0.0029 s	0.0794 ± 0.0034 s	1 ± 0.056
time_to_load	0.875 ± 0.0092 s	0.875 ± 0.0077 s	1 ± 0.014

Memory benchmarks

	main	`37a08e1`...	main / `37a08e1`...
basics/MHA	0.087 k allocs: 6.05 kB	0.087 k allocs: 6.05 kB	1
basics/MHA (first run)	0.087 k allocs: 6.05 kB	0.087 k allocs: 6.05 kB	1
basics/MHA reactant	19 allocs: 0.578 kB	19 allocs: 0.578 kB	1
basics/MHA reactant (comp + run)	18 k allocs: 1.37 MB	18 k allocs: 1.37 MB	1
basics/conv	0.038 k allocs: 5.12 kB	0.038 k allocs: 5.12 kB	1
basics/conv (first run)	0.038 k allocs: 5.12 kB	0.038 k allocs: 5.12 kB	1
basics/conv reactant	15 allocs: 0.438 kB	15 allocs: 0.438 kB	1
basics/conv reactant (comp + run)	6.15 k allocs: 0.813 MB	6.14 k allocs: 0.813 MB	1
basics/dense	2 allocs: 0.109 kB	2 allocs: 0.109 kB	1
basics/dense (first run)	2 allocs: 0.109 kB	2 allocs: 0.109 kB	1
basics/dense reactant	15 allocs: 0.422 kB	15 allocs: 0.422 kB	1
basics/dense reactant (comp + run)	5.9 k allocs: 0.796 MB	5.9 k allocs: 0.796 MB	1
time_to_load	0.159 k allocs: 11.2 kB	0.159 k allocs: 11.2 kB	1

Initial plan

5c7882c

Copilot AI assigned Copilot and avik-pal Dec 6, 2025

Copilot started work on behalf of avik-pal December 6, 2025 16:46 View session

feat: mark LuxCore imports as public using @public

7a65ed1

Co-authored-by: avik-pal <30564094+avik-pal@users.noreply.github.com>

avik-pal reviewed Dec 6, 2025

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Copilot AI changed the title ~~[WIP] Mark LuxCore imports as public in Lux~~ Mark LuxCore imports as public using @public Dec 6, 2025

Copilot AI requested a review from avik-pal December 6, 2025 17:01

Copilot finished work on behalf of avik-pal December 6, 2025 17:01

Copilot started work on behalf of avik-pal December 6, 2025 17:01 View session

refactor: move @public declaration for LuxCore imports to end of file

37a08e1

Co-authored-by: avik-pal <30564094+avik-pal@users.noreply.github.com>

Copilot finished work on behalf of avik-pal December 6, 2025 17:10

avik-pal marked this pull request as ready for review December 6, 2025 17:46

avik-pal merged commit 7178d45 into main Dec 6, 2025
44 of 78 checks passed

avik-pal deleted the copilot/mark-luxcore-imports-public branch December 6, 2025 18:07

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Mark LuxCore imports as public using @public#1585

Mark LuxCore imports as public using @public#1585
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copilot/mark-luxcore-imports-public

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Plan: Mark LuxCore imports as public using SciMLPublic

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mergify bot commented Dec 6, 2025 •

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github-actions bot commented Dec 6, 2025 •

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