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* Fix examples * Remove training in parameters * Simplify a bit * Remove extra import * Fix linter errors * factor out Device * NumPy-like semantics for Tensor.__getitem__ (#506) * Rewrote Tensor.__getitem__ to fix negative indices and add support for np.newaxis/None * Fixed pad2d * mypy doesn't know about mlops methods * normal python behavior for out-of-bounds slicing * type: ignore * inlined idxfix * added comment for __getitem__ * Better comments, better tests, and fixed bug in np.newaxis * update cpu and torch to hold buffers (#542) * update cpu and torch to hold buffers * save lines, and probably faster * Mypy fun (#541) * mypy fun * things are just faster * running fast * mypy is fast * compile.sh * no gpu hack * refactor ops_cpu and ops_torch to not subclass * make weak buffer work * tensor works * fix test failing * cpu/torch cleanups * no or operator on dict in python 3.8 * that was junk * fix warnings * comment and touchup * dyn add of math ops * refactor ops_cpu and ops_torch to not share code * nn/optim.py compiles now * Reorder imports * call mkdir only if directory doesn't exist --------- Co-authored-by: George Hotz <geohot@gmail.com> Co-authored-by: Mitchell Goff <mitchellgoffpc@gmail.com> Co-authored-by: George Hotz <72895+geohot@users.noreply.github.com>