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Fixes https://github.com/pytorch/vision/issues/397

* load densenet tensors onto cpu

* fix uneven padding in make_grid

* revert incorrectly added commit

* DOC fixed typo in make_grid argument name

* DOC document "padding" make_grid argument

* Add documentation for transforms

* document and remove unused imports in mnist.py

* document lsun, mscoco datasets

* rest of the datasets documented

* Clean up the documentation in other functions

* Add links for datasets

* Add more documentation

* pep8 fix

* add pad_value argument

* add argument to save_image

* fix space

* requested change of order

* update docs

* clipping values, and replacing transposes with permute

Without clipping, any values larger than 255 will be replaced with
int(v mod 256) by byte(), which results in high freq noise in image.

* replaced clip with clamp

This reverts commit 2f579d58.

Without clipping, any values larger than 255 will be replaced with
int(v mod 256) by byte(), which results in high freq noise in image.

In python2, calling `make_grid` won't display the last images if the number of images doesn't divide `nrow`.
Int division...

This should fix that!

    git ls-files | grep '\.py$' | xargs -n1 -P`nproc` autopep8 -i