Fixed broken linkcheck

Change docs versionadded to 0.4.6 (2)

Revert "Fid Metric (pytorch#2049)"

This reverts commit 4cbc0fa.

Keep nvcc for MSDeepSpeed Docker image (pytorch#1711)

* Keep nvcc for MSDeepSpeed Docker image

* Update Dockerfile.msdp-apex

* Fix broken links for docker images

Co-authored-by: vfdev <[email protected]>

Fixed mypy for reverted code

Revert "Issue pytorch#1247 (pytorch#1252)"

This reverts commit b829473.

Set version to 0.4.1

Bump to 0.4.0.post1

Bump version to 0.4rc.0.post1

Improves pytorch#694 (pytorch#712)

* Made all loggers public attribute
- method to setup logger

* Fixed flake8