## Flux v0.10.4

[Diff since v0.10.3](FluxML/Flux.jl@v0.10.3...v0.10.4)


**Closed issues:**
- Binary cross entropy does not work on GPUs (FluxML#464)
- Cost functions don't show up in documentation (FluxML#1003)
- freeze parameters (FluxML#1022)
- a Tracked Array mention (FluxML#1071)
- Setup BlackBoxOptim.jl and Evolutionary.jl with sciml_train (FluxML#1075)
- Using Flux.train! with train and test DataLoaders? (FluxML#1081)
- Function "DataLoader()" does not exist!  (FluxML#1109)

**Merged pull requests:**
- added GlobalMaxPool, GlobalMeanPool, and flatten layers (FluxML#950) (@gartangh)
- Adapt to CuArrays ArrayStyle changes. (FluxML#1050) (@maleadt)
- update freeze docs (FluxML#1072) (@CarloLucibello)
- fix typo in the Dropout docs (FluxML#1076) (@AzamatB)
- CompatHelper: bump compat for "CodecZlib" to "0.7" (FluxML#1078) (@github-actions[bot])
- CompatHelper: bump compat for "Colors" to "0.12" (FluxML#1080) (@github-actions[bot])
- Fix typo in the docstrings of AlphaDropout (FluxML#1083) (@AzamatB)
- fix doc typos (FluxML#1096) (@wenjie-p)
- Allow CuArrays v2.x (FluxML#1098) (@ararslan)
- fix tests and new version (FluxML#1110) (@CarloLucibello)

Merge FluxML#1072

1072: update freeze docs r=CarloLucibello a=CarloLucibello



Co-authored-by: CarloLucibello <[email protected]>

Merge FluxML#1065

1065: update documenter r=CarloLucibello a=CarloLucibello



Co-authored-by: CarloLucibello <[email protected]>

See github.com/FluxML/Flux.jl/releases/tag/v0.10.1 for release notes

See github.com/FluxML/Flux.jl/releases/tag/v0.10.0 for release notes

See github.com/FluxML/Flux.jl/releases/tag/v0.9.0 for release notes

bump version to v0.8.3

Merge pull request FluxML#727 from hossein-pourbozorg/patch-1

add other optimizers to documentation

Merge pull request FluxML#694 from FluxML/tag_v5

Add Tracker to REQUIRE

Merge pull request FluxML#693 from FluxML/tag_v5

Update NNlib