Lux v0.5.58

Diff since v0.5.57

Merged pull requests:

• CompatHelper: bump compat for AMDGPU in [weakdeps] to 0.9, (keep existing compat) (#717) (@github-actions[bot])
• Makes name concrete types (#723) (@avik-pal)
• CompatHelper: add new compat entry for StaticArrays at version 1 for package docs, (keep existing compat) (#724) (@github-actions[bot])
• CompatHelper: add new compat entry for KernelAbstractions at version 0.9 for package docs, (keep existing compat) (#725) (@github-actions[bot])
• Bump crate-ci/typos from 1.22.7 to 1.22.9 (#726) (@dependabot[bot])
• Performance Pitfalls and How to Catch them (#727) (@avik-pal)
• CompatHelper: bump compat for DynamicExpressions in [weakdeps] to 0.18, (keep existing compat) (#728) (@github-actions[bot])
• CompatHelper: bump compat for DynamicExpressions to 0.18 for package SymbolicOptimalControl, (keep existing compat) (#729) (@github-actions[bot])
• Store the optimizer in TrainState (#731) (@avik-pal)
• Simply show implementations and make them round-trippable (#732) (@avik-pal)
• Try removing the type assert with this (#734) (@avik-pal)
• Add enzyme support for loss functions from LossFunctions.jl (#736) (@avik-pal)
• Mark cartersian index tests on cuda broken for now (#737) (@avik-pal)
• Run CI on pre (#739) (@avik-pal)
• Revert bee2de7-1188db7 (#740) (@avik-pal)
• Use shorthand syntax of @concrete (#741) (@avik-pal)
• Check status of broken tests (#742) (@avik-pal)

Closed issues:

• Auto detect and warn against performance pitfalls (#699)
• Inference using NN :: Chain inside a GPU kernel (#720)
• custom show is often not valid julia syntax to reconstruct (#730)