[chore] 0.3.6 release (#631)

* [chore] 0.3.6 release

* try redo the caches
Co-authored-by: Min Xu <min.xu@acm.org>

CHANGELOG.md

@@ -6,6 +6,18 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## NEXT - TBD
 
+## [0.3.6] - 2021-04-26
+### Added
+- FSDP: Consolidate cpu_adam optimizer state dict ([#607](https://github.com/facebookresearch/fairscale/pull/607))
+
+### Fixed
+- FSDP: handle model with multiple forward pass and checkpoint ([#621](https://github.com/facebookresearch/fairscale/pull/621))
+- FSDP & SDP: check before calling `_specify_ddp_gpu_num` ([#626](https://github.com/facebookresearch/fairscale/pull/626))
+- FSDP: relax checking root condition ([#620](https://github.com/facebookresearch/fairscale/pull/620))
+- SDP: removing an assert which does not seem always accurate ([#625](https://github.com/facebookresearch/fairscale/pull/625))
+- FSDP: changing FSDP init to by pass pg validation ([#619](https://github.com/facebookresearch/fairscale/pull/619))
+- OSS: to 100% coverage ([#618](https://github.com/facebookresearch/fairscale/pull/618))
+
 ## [0.3.5] - 2021-04-19
 ### Added
 - [offload] Add API, tutorial and smaller doc string changes. ([#576](https://github.com/facebookresearch/fairscale/pull/576))

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 = "0.3.5"
+release = "0.3.6"
 
 
 # -- 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__ = "0.3.5"
+__version__ = "0.3.6"
 
 ################################################################################
 # Import most common subpackages

setup.py

@@ -83,4 +83,4 @@ if __name__ == "__main__":
 
 
 # Bump this number if you want to force a CI cache invalidation on the pip venv.
-# CI cache version: 1
+# CI cache version: 2