Reduced download segment size to 128 MB and timeout to 10 minutes

[kotewar]

Description

As the downloads were failing intermittently for cache action, we have now reduced the segment download timeout to 10 minutes and the segment size to 128MB to fail fast. Also the Azure SDK has been upgraded to the latest version, v12.13.0 to accommodate the latest changes/fixes.

Motivation and Context

This change is been done to reduce the billed minutes when the download gets stuck.

How Has This Been Tested?

This has been tested in a local workflow.

Screenshots (if appropriate):

Types of changes

• [x] Bug fix (non-breaking change which fixes an issue)
• [ ] New feature (non-breaking change which adds functionality)
• [ ] Breaking change (fix or feature that would cause existing functionality to change)
• [x] Documentation (add or update README or docs)

Checklist:

• [x] My code follows the code style of this project.
• [x] My change requires a change to the documentation.
• [x] I have updated the documentation accordingly.
• [x] I have read the CONTRIBUTING document.
• [x] I have added tests to cover my changes.
• [x] All new and existing tests passed.