Description

This PR implements Range which is both a decorator and a context manager for adding NVTX range to most of the MONAI components. It decorates the appropriate method of MONAI components objects such as transfoms, networks, losses, etc.
It also can be used with with runtime context to annotate an arbitrary part of the code.

This PR also removes Range transform in favor of Range decorator to have only one way of doing this. However, the rest of NVTX transforms (Mark, RangePush, RangePop) still have their own use.

Status

Ready

Types of changes

• Non-breaking change (fix or new feature that would not break existing functionality).
• Breaking change (fix or new feature that would cause existing functionality to change).
• New tests added to cover the changes.
• Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
• Quick tests passed locally by running ./runtests.sh --quick --unittests.
• In-line docstrings updated.
• Documentation updated, tested make html command in the docs/ folder.