Update Ray Argument

[donglihe-hub]

What does this PR do?

1. Add shorthand for --config
2. Since 2.24.0, using local_dir in ray.tune will raise an error. a minimum version requirement is set for ray[tune]. The first deprecation comment occurs in 2.5.0.
3. Upgrade ray.tune API from 1.0 style to 2.0 because the documentation of the 1.0-style API is no longer updated.

Results:
Before:

After:

Test CLI & API (bash tests/autotest.sh)

Test APIs used by main.py.

• Test Pass
  • (Copy and paste the last outputted line here.)
• Not Applicable (i.e., the PR does not include API changes.)

Check API Document

If any new APIs are added, please check if the description of the APIs is added to API document.

• API document is updated (linear, nn)
• Not Applicable (i.e., the PR does not include API changes.)

Test quickstart & API (bash tests/docs/test_changed_document.sh)

If any APIs in quickstarts or tutorials are modified, please run this test to check if the current examples can run correctly after the modified APIs are released.

[Eleven1Liu]

Please help add ray[tune] > ??? to requirements_parameter_search.txt