[caffe2] Add an avx512 implementation of adagrad_update (#113289)
Summary: As per title
Test Plan: contbuilds
Differential Revision: D50947444
Pull Request resolved: https://github.com/pytorch/pytorch/pull/113289
Approved by: https://github.com/ezyang