Hi,
Tutorials are not outdated. In fact, they are more update and even with master pytorch. Unfortunately, latest pytorch release doesn’t include a recent refactoring which rename these functions.
You will face no issues if you install pytorch from source.
Please sift though issues and/or raise an issue at tutorials repo if you face any problems.