release v1.1.3 (#447)

Summary:
Pull Request resolved: #447

Release v1.1.3

Reviewed By: Anonymani, ashkan-software

Differential Revision: D37601881

fbshipit-source-id: 289775586ee8f8201d19ed1a17c93051145a76c7

Author: Pierre Stock

CHANGELOG.md

@@ -1,14 +1,24 @@
 # Changelog
 
+## v1.1.3
+### Bug fixes
+* Support layers with a mix of frozen and learnable parameters (#437)
+* Throw an error when params in optimizer are not the same as that of module's in make_private (#439)
+* Fix unfold2d and add test (#443)
+
+### Miscellaneous
+* Fix typos in DDP tutorial (#438)
+* Replace torch einsum with opt_einsum (#440)
+
 ## v1.1.2
 ### Bug fixes
 * Support tied parameters (#417)
 * Fix callsite sensitiveness of `zero_grad()` (#422, #423)
 * Improve microbenchmark argument parsing and tests (#425)
-* Fix opacus nn.functional import (#426) 
+* Fix opacus nn.functional import (#426)
 ### Miscellaneous
 * Add microbenchmarks (#412, #416)
-* Add more badges to readme (#424) 
+* Add more badges to readme (#424)
 
 ## v1.1.1
 ### Bug fixes

opacus/version.py

@@ -13,4 +13,4 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-__version__ = "1.1.2"
+__version__ = "1.1.3"