[ao] Added Collab link for Outlier Detector ratio val choice (#81250)
Summary: A huge part of the work for the Outlier detector was figuring
out what a good nth percentile to compare against the 100th percentile
was while also figuring out what a good comparision ratio would be. This
commit adds the link to a collab to the documentation of the function so
that people can go and see what the calculations used to determine those
values are and realize that they are not just randomly thrown in there.
At a high level, this collab contains work that includes:
- Figuring out whether to use interpolation or lower as the rule for
finding quantile between two indices
- Figuring out what a good value for reference_percentile is
- Figuring out what a good value for ratio_threshold is
Test Plan: python test/test_quantization.py TestFxDetectOutliers
Reviewers:
Subscribers:
Tasks:
Tags:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/81250
Approved by: https://github.com/jerryzh168
