docs: update chlog after 2.1.3 release (#19202)

Author: Borda

src/lightning/app/CHANGELOG.md

@@ -32,6 +32,15 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 -
 
 
+## [2.1.3] - 2023-12-21
+
+### Changed
+
+- Lightning App: Use the batch get endpoint ([#19180](https://github.com/Lightning-AI/lightning/pull/19180))
+- Drop starsessions from App's requirements ([#18470](https://github.com/Lightning-AI/lightning/pull/18470))
+- Optimize loading time for chunks to be there ([#19109](https://github.com/Lightning-AI/lightning/pull/19109))
+
+
 ## [2.1.2] - 2023-11-15
 
 ### Changed

src/lightning/data/CHANGELOG.md

@@ -5,6 +5,33 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 
+## [2.1.3] - 2023-12-21
+
+### Added
+
+- Add fault tolerance `StreamingDataset` ([#19052](https://github.com/Lightning-AI/lightning/pull/19052))
+- Add numpy support for the `StreamingDataset` ([#19050](https://github.com/Lightning-AI/lightning/pull/19050))
+- Add fault tolerance for the `StreamingDataset` ([#19049](https://github.com/Lightning-AI/lightning/pull/19049))
+- Add direct s3 support to the `StreamingDataset` ([#19044](https://github.com/Lightning-AI/lightning/pull/19044))
+- Add disk usage check before downloading files ([#19041](https://github.com/Lightning-AI/lightning/pull/19041))
+
+### Changed
+
+- Cleanup chunks right away if the dataset doesn't fit within the cache in `StreamingDataset` ([#19168](https://github.com/Lightning-AI/lightning/pull/19168))
+- `StreamingDataset` improve deletion strategy ([#19118](https://github.com/Lightning-AI/lightning/pull/19118))
+- Improve `StreamingDataset` Speed ([#19114](https://github.com/Lightning-AI/lightning/pull/19114))
+- Remove time in the Data Processor progress bar ([#19108](https://github.com/Lightning-AI/lightning/pull/19108))
+- Optimize loading time for chunks to be there ([#19109](https://github.com/Lightning-AI/lightning/pull/19109))
+- Resolve path for `StreamingDataset` ([#19094](https://github.com/Lightning-AI/lightning/pull/19094))
+- Make input dir in `DataProcessor` required ([#18910](https://github.com/Lightning-AI/lightning/pull/18910))
+- Remove the `LightningDataset` relying on un-maintained torchdata ([#19019](https://github.com/Lightning-AI/lightning/pull/19019))
+
+# Fixed
+
+- Resolve checkpointing for the Streaming Dataset ([#19123](https://github.com/Lightning-AI/lightning/pull/19123))
+- Resolve Item Loader bugs ([#19017](https://github.com/Lightning-AI/lightning/pull/19017))
+
+
 ## [2.1.2] - 2023-11-15
 
 ### Added

src/lightning/fabric/CHANGELOG.md

@@ -47,14 +47,15 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - Fixed parsing of v100s GPUs in `get_available_flops` ([#18952](https://github.com/Lightning-AI/lightning/pull/18952))
 
 
-- Fixed broadcast at initialization in `MPIEnvironment` ([#19074](https://github.com/Lightning-AI/lightning/pull/19074))
-
+- Fixed issue where the `precision="transformer-engine"` argument would not replace layers by default ([#19082](https://github.com/Lightning-AI/lightning/pull/19082))
 
-- Avoid moving the model to device if `move_to_device=False` is passed ([#19152](https://github.com/Lightning-AI/lightning/pull/19152))
 
+## [2.1.3] - 2023-12-21
 
-- Fixed issue where the `precision="transformer-engine"` argument would not replace layers by default ([#19082](https://github.com/Lightning-AI/lightning/pull/19082))
+### Fixed
 
+- Avoid moving the model to device if `move_to_device=False` is passed ([#19152](https://github.com/Lightning-AI/lightning/pull/19152))
+- Fixed broadcast at initialization in `MPIEnvironment` ([#19074](https://github.com/Lightning-AI/lightning/pull/19074))
 
 
 ## [2.1.2] - 2023-11-15

src/lightning/pytorch/CHANGELOG.md

@@ -29,9 +29,6 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - `seed_everything()` without passing in a seed no longer randomly selects a seed, and now defaults to `0` ([#18846](https://github.com/Lightning-AI/lightning/pull/18846))
 
 
-- `LightningCLI` no longer allows setting a normal class instance as default. A `lazy_instance` can be used instead ([#18822](https://github.com/Lightning-AI/lightning/pull/18822))
-
-
 - The `LightningModule.on_{validation,test,predict}_model_{eval,train}` now only get called if they are overridden by the user ([#18951](https://github.com/Lightning-AI/lightning/pull/18951))
 
 
@@ -65,31 +62,28 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 ### Fixed
 
-- Fixed checks for local file protocol due to fsspec changes in 2023.10.0 ([#19023](https://github.com/Lightning-AI/lightning/pull/19023))
+- Fixed issue where the `precision="transformer-engine"` argument would not replace layers by default ([#19082](https://github.com/Lightning-AI/lightning/pull/19082))
 
 
-- Fixed automatic detection of 'last.ckpt' files to respect the extension when filtering ([#17072](https://github.com/Lightning-AI/lightning/pull/17072))
+- Fixed `Trainer` not expanding the `default_root_dir` if it has the `~` (home) prefix ([#19179](https://github.com/Lightning-AI/lightning/pull/19179))
 
 
-- Fixed an issue where setting `CHECKPOINT_JOIN_CHAR` or `CHECKPOINT_EQUALS_CHAR` would only work on the `ModelCheckpoint` class but not on an instance ([#19054](https://github.com/Lightning-AI/lightning/pull/19054))
+## [2.1.3] - 2023-12-21
 
+### Changed
 
-- Fixed `ModelCheckpoint` not expanding the `dirpath` if it has the `~` (home) prefix ([#19058](https://github.com/Lightning-AI/lightning/pull/19058))
+- `LightningCLI` no longer allows setting a normal class instance as default. A `lazy_instance` can be used instead ([#18822](https://github.com/Lightning-AI/lightning/pull/18822))
 
+### Fixed
 
+- Fixed checks for local file protocol due to fsspec changes in 2023.10.0 ([#19023](https://github.com/Lightning-AI/lightning/pull/19023))
+- Fixed automatic detection of 'last.ckpt' files to respect the extension when filtering ([#17072](https://github.com/Lightning-AI/lightning/pull/17072))
+- Fixed an issue where setting `CHECKPOINT_JOIN_CHAR` or `CHECKPOINT_EQUALS_CHAR` would only work on the `ModelCheckpoint` class but not on an instance ([#19054](https://github.com/Lightning-AI/lightning/pull/19054))
+- Fixed `ModelCheckpoint` not expanding the `dirpath` if it has the `~` (home) prefix ([#19058](https://github.com/Lightning-AI/lightning/pull/19058))
 - Fixed handling checkpoint dirpath suffix in NeptuneLogger ([#18863](https://github.com/Lightning-AI/lightning/pull/18863))
-
-
 - Fixed an edge case where `ModelCheckpoint` would alternate between versioned and unversioned filename ([#19064](https://github.com/Lightning-AI/lightning/pull/19064))
-
-
 - Fixed broadcast at initialization in `MPIEnvironment` ([#19074](https://github.com/Lightning-AI/lightning/pull/19074))
-
-
-- Fixed issue where the `precision="transformer-engine"` argument would not replace layers by default ([#19082](https://github.com/Lightning-AI/lightning/pull/19082))
-
-
-- Fixed `Trainer` not expanding the `default_root_dir` if it has the `~` (home) prefix ([#19179](https://github.com/Lightning-AI/lightning/pull/19179))
+- Fixed the tensor conversion in `self.log` to respect the default dtype ([#19046](https://github.com/Lightning-AI/lightning/issues/19046))
 
 
 ## [2.1.2] - 2023-11-15
@@ -112,9 +106,6 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - Fixed an issue parsing the version from folders that don't include a version number in `TensorBoardLogger` and `CSVLogger` ([#18897](https://github.com/Lightning-AI/lightning/issues/18897))
 
 
-- Fixed the tensor conversion in `self.log` to respect the default dtype ([#19046](https://github.com/Lightning-AI/lightning/issues/19046))
-
-
 ## [2.1.0] - 2023-10-11
 
 ### Added