[chore] 0.3.3 release (#568)

- releasing 0.3.3
- I need it in vissl for the auto_wrap_bn change

Author: min-xu-ai

CHANGELOG.md

@@ -8,6 +8,17 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Added
 ### Fixed
 
+## [0.3.3] - 2021-04-1
+### Added
+- FSDP: changed auto\_wrap\_bn utility function so that single FSDP group is optional ([#556](https://github.com/facebookresearch/fairscale/pull/556))
+- FSDP: optimizer state load/save ([#537](https://github.com/facebookresearch/fairscale/pull/537))
+- FSDP: fix weight init when using apply() ([#543](https://github.com/facebookresearch/fairscale/pull/543))
+- Multiprocess Pipe: retired old implementation
+- Experimental: xpipe
+
+### Fixed
+- ShardedDDP deferred init ([#558](https://github.com/facebookresearch/fairscale/pull/558))
+
 ## [0.3.2] - 2021-03-18
 ### Added
 - Experimental: Add spectrain support ([#372](https://github.com/facebookresearch/fairscale/issues/372))

docs/source/conf.py

@@ -29,7 +29,7 @@
 author = "Facebook AI Research"
 
 # The full version, including alpha/beta/rc tags
-release = "0.3.2"
+release = "0.3.3"
 
 
 # -- General configuration ---------------------------------------------------

fairscale/__init__.py

@@ -4,7 +4,7 @@
 # LICENSE file in the root directory of this source tree.
 
 # Please update the doc version in docs/source/conf.py as well.
-__version__ = "0.3.2"
+__version__ = "0.3.3"
 
 ################################################################################
 # Import most common subpackages