Revert "double backticks for check_grad comment"

This reverts commit b41d9d9ac5b745c82050c8c4ae74106ac82c7763.
Revert "step size parameter for check_grad"

This reverts commit 6934bb8f4685f2435d1d3055154043fd0baab889.
step size parameter for check_grad