Updates changelog

CHANGELOG.md

@@ -4,22 +4,26 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [1.5.1] - 2020-04-23
+## [1.6.0] - 2021-05-04
+### Added
+- New loss function "MS-SSIM+L1", based on ["Loss Functions for Image Restoration with Neural Networks"](https://research.nvidia.com/publication/loss-functions-image-restoration-neural-networks)
+
+## [1.5.1] - 2021-04-23
 ### Fixed
 - Fixes bug with MS-SSIM when using a version of tensorflow < 1.14
 
-## [1.5.0] - 2020-03-29
+## [1.5.0] - 2021-03-29
 ### Changed
 - Web UI previews now show preview pane as PNG (loss-less), instead of JPG (lossy), so we can see the same output 
   as on desktop, without any changes from JPG compression. This has the side-effect of the preview images loading slower
   over web, as they are now larger, a future update may be considered which would give the option to view as JPG 
   instead.
 
-## [1.4.2] - 2020-03-26
+## [1.4.2] - 2021-03-26
 ### Fixed 
 - Fixes bug in background power with MS-SSIM, that misattributed loss from dst to src
 
-## [1.4.1] - 2020-03-25
+## [1.4.1] - 2021-03-25
 ### Fixed
 - When both Background Power and MS-SSIM were enabled, the src and dst losses were being overwritten with the 
   "background power" losses. Fixed so "background power" losses are properly added with the total losses.
@@ -28,7 +32,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
       experience an OOM error on models ran with both these features enabled. I may revisit this in another feature, 
       allowing you to manually disable certain loss calculations, for similar performance benefits.*
 
-## [1.4.0] - 2020-03-24
+## [1.4.0] - 2021-03-24
 ### Added
 - [MS-SSIM loss training option](doc/features/ms-ssim)
 - GAN version option (v2 - late 2020 or v3 - current GAN)
@@ -37,41 +41,41 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Background Power now uses the entire image, not just the area outside of the mask for comparison.
 This should help with rough areas directly next to the mask
 
-## [1.3.0] - 2020-03-20
+## [1.3.0] - 2021-03-20
 ### Added
 - [Background Power training option](doc/features/background-power/README.md)
 
-## [1.2.1] - 2020-03-20
+## [1.2.1] - 2021-03-20
 ### Fixed
 - Fixes bug with `fs-aug` color mode.
 
-## [1.2.0] - 2020-03-17
+## [1.2.0] - 2021-03-17
 ### Added
 - [Random color training option](doc/features/random-color/README.md)
 
-## [1.1.5] - 2020-03-16
+## [1.1.5] - 2021-03-16
 ### Fixed
 - Fixed unclosed websocket in Web UI client when exiting
 
-## [1.1.4] - 2020-03-16
+## [1.1.4] - 2021-03-16
 ### Fixed
 - Fixed bug when exiting from Web UI
 
-## [1.1.3] - 2020-03-16
+## [1.1.3] - 2021-03-16
 ### Changed
 - Updated changelog with unreleased features, links to working branches
 
-## [1.1.2] - 2020-03-12
+## [1.1.2] - 2021-03-12
 ### Fixed
 - [Fixed missing predicted src mask in 'SAEHD masked' preview](doc/fixes/predicted_src_mask/README.md)
 
-## [1.1.1] - 2020-03-12
+## [1.1.1] - 2021-03-12
 ### Added
 - CHANGELOG file for tracking updates, new features, and bug fixes
 - Documentation for Web UI
 - Link to CHANGELOG at top of README
 
-## [1.1.0] - 2020-03-11
+## [1.1.0] - 2021-03-11
 ### Added
 - [Web UI for training preview](doc/features/webui/README.md)
 
@@ -80,6 +84,7 @@ This should help with rough areas directly next to the mask
 - Reset stale master branch to [seranus/DeepFaceLab](https://github.com/seranus/DeepFaceLab), 
   21 commits ahead of [iperov/DeepFaceLab](https://github.com/iperov/DeepFaceLab) ([compare](https://github.com/iperov/DeepFaceLab/compare/4818183...seranus:3f5ae05))
 
+[1.6.0]: https://github.com/faceshiftlabs/DeepFaceLab/compare/v1.5.1...v1.6.0
 [1.5.1]: https://github.com/faceshiftlabs/DeepFaceLab/compare/v1.5.0...v1.5.1
 [1.5.0]: https://github.com/faceshiftlabs/DeepFaceLab/compare/v1.4.2...v1.5.0
 [1.4.2]: https://github.com/faceshiftlabs/DeepFaceLab/compare/v1.4.1...v1.4.2