Fix & temporarily disable raytune tutorial, print tutorial execution errors & memory usage

[saitcakmak]

The tutorials script has been updated to mimic the setup in the BoTorch script to print out the errors encountered while running the tutorials.

The raytune tutorial mysteriously fails even after fixing the deprecation errors, so we'll temporarily remove it from the CI. The early stopping tutorial fails trial execution both when run locally and with this diff, so that's also disabled temporarily.

The tutorial changes address the deprecation warning / error:

DeprecationWarning: `tune.report` is deprecated.
Use `ray.train.report` instead -- see the example below:

from ray import tune     ->     from ray import train
tune.report(metric=1)    ->     train.report({'metric': 1})

Also reduces # of trials from 30 to 10.

Test Plan:

Ran python scripts/make_tutorials.py -w $(pwd) -e -s locally and checked the outputs (including with added errors in the tutorials).

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (7b7712c) 94.46% compared to head (80da1f8) 94.46%.

❗ Current head 80da1f8 differs from pull request most recent head 865eb03. Consider uploading reports for the commit 865eb03 to get more accurate results

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #1974   +/-   ##
=======================================
  Coverage   94.46%   94.46%           
=======================================
  Files         460      460           
  Lines       44033    44033           
=======================================
  Hits        41596    41596           
  Misses       2437     2437           

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@saitcakmak merged this pull request in 0d0ea07.