revamp entire metrics (#3868)

* removed metric Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * added new metrics Co-authored-by: Teddy Koker teddy.koker@gmail.com * pep8 Co-authored-by: Teddy Koker teddy.koker@gmail.com * pep8 Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * docs Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * docs Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * win ddp tests skip Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * win ddp tests skip Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * win ddp tests skip Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * win ddp tests skip Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * reset in compute, cache compute Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * reduce_ops handling Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * sync -> sync_dist, type annotations Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * wip docs Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * mean squared error * docstring * added mean ___ error metrics * added mean ___ error metrics * seperated files * accuracy doctest * gpu fix * remove unnecessary mixin * metric and accuracy docstring Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * metric docs Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * pep8, changelog Co-authored-by: Teddy Koker <teddy.koker@gmail.com> * refactor dist utils, pep8 * refactor dist utils, pep8 Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Lightning-AI · Oct 6, 2020 · be556e5 · be556e5
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -9,6 +9,8 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 ### Added
 
+- Added new Metrics API. ([#3868](https://github.com/PyTorchLightning/pytorch-lightning/pull/3868))
+
 - Enable PyTorch 1.7 compatibility ([#3541](https://github.com/PyTorchLightning/pytorch-lightning/pull/3541))
 
 - Added hooks to metric module interface ([#2528](https://github.com/PyTorchLightning/pytorch-lightning/pull/2528))
@@ -63,6 +65,7 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 ### Removed
 
+- Remove old Metrics API. ([#3868](https://github.com/PyTorchLightning/pytorch-lightning/pull/3868))
 
 ### Fixed