update changelog

Lightning-AI · Jan 4, 2022 · 682e06d · 682e06d
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@@ -400,6 +400,9 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - Fixed a race condition that could result in incorrect (zero) values being observed in prediction writer callbacks ([#11288](https://github.com/PyTorchLightning/pytorch-lightning/pull/11288))
 
 
+- Fixed the lr-scheduler state not being dumped to checkpoint when using the deepspeed strategy ([#11307](https://github.com/PyTorchLightning/pytorch-lightning/pull/11307))
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 ## [1.5.7] - 2021-12-21
 
 ### Fixed