Expand the docstring for jax.checkpoint.
Expand the docstring for jax.checkpoint.

I found the old docstring to be a bit inaccurate, but mostly
not explanatory enough. I think that this feature deserves
a tutorial, in addition to an expanded docstring.

google/jax,google/jax,google/jax,google/jax