Merge #1540

1540: add news entry for end of deprecation cycle r=DhairyaLGandhi a=CarloLucibello Co-authored-by: Carlo Lucibello <[email protected]>
FluxML · Mar 18, 2021 · 3e3f9d7 · 3e3f9d7
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 * New [`Parallel` layer](https://github.com/FluxML/Flux.jl/pull/1462) adds inception module-like building blocks.
 * Feature additions and bug fixes for BatchNorm, LayerNorm, InstanceNorm, and GroupNorm [normalization layers](https://github.com/FluxML/Flux.jl/pull/1397)
 * Added [Upsample and PixelShuffle layers](https://github.com/FluxML/Flux.jl/pull/1468)
+* End of deprecation cycle: loss functions cannot be accessed directly from `Flux` anymore, they live in the `Flux.Losses` module. 
+ All loss functions perform `mean` aggregation by default. 
 
 ## v0.11.2