[chore] v0.3.4 (#603)

CHANGELOG.md

@@ -5,8 +5,17 @@ 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).
 
 ## NEXT - TBD
+
+## [0.3.4] - 2021-04-13
 ### Added
+- FSDP: Add no broadcast optim state option ([#560](https://github.com/facebookresearch/fairscale/pull/560))
+
 ### Fixed
+- ShardedDDP: Properly handle .eval() mode ([#587](https://github.com/facebookresearch/fairscale/pull/587))
+- ShardedDDP: Handle model being moved back to CPU prior to state consolidation ([#573](https://github.com/facebookresearch/fairscale/pull/573))
+- FSDP: much faster state consolidation ([#595](https://github.com/facebookresearch/fairscale/pull/595))
+- FSDP: Add gradient pre-dedivide to prevent overflow with large world sizes ([#565](https://github.com/facebookresearch/fairscale/pull/565))
+- Offload: (experimental) Fix activation offloading to CPU ([#588]((https://github.com/facebookresearch/fairscale/pull/588) )
 
 ## [0.3.3] - 2021-04-1
 ### Added

docs/source/conf.py

@@ -29,7 +29,7 @@ copyright = "2020-2021, Facebook AI Research"
 author = "Facebook AI Research"
 
 # The full version, including alpha/beta/rc tags
-release = "0.3.3"
+release = "0.3.4"
 
 
 # -- 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__ = "0.3.3"
+__version__ = "0.3.4"
 
 ################################################################################
 # Import most common subpackages