Feat default dropout in doc

[init-22]

Adding default dropout values for each workloads mentioned in this issue: #786

[github-actions]

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[init-22]

recheck

[priyakasimbeg]

Hi Isaac, thanks for this PR. Looks great.
Can we remove cifar10 and mnist from the table? Those two are implemented more for testing purposes and aren't part of the 8 AlgoPerf benchmarking workloads.

[priyakasimbeg]

Also, can you sign the CLA with the email address you use for your github account so that the CLA check passes.
If it still does not pass, could you email [email protected] and ask for help with the CLA check in this PR.

[morphine00]

Hi folks, the CLA check is passing. The code needs to be reviewed presumably by @priyakasimbeg (or anyone else in wg-algorithms). Note the message after the previous comment, " init-22 dismissed priyakasimbeg’s stale review via 76b084b 2 hours ago".

[priyakasimbeg]

Hi Isaac can you run yapf -i -r -vv -p scoring/score_submissions.py to fix the yapf test and push the changes. Typically, we want to make PRs to the dev branch but I think this score_submissions.py file is out of sync with def and has a formatting error that is blocking this PR

[priyakasimbeg]

This branch should also be synced with dev, which will fix the yapf tests.

The merge-base changed after approval.