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Modified pyTorch call to API to make it work with torch 1.3.1#10

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Modified pyTorch call to API to make it work with torch 1.3.1#10
biancini wants to merge 3 commits intoglample:masterfrom
biancini:master

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Tested the program on python3 with pyTorch 1.3.1 and got some errors in assertions.
Fixed the problems to work with current version.

This was referenced Nov 28, 2019
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