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supports torch v1.2 #2

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iwatobipen
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Dear developer,

The code supports till pytorch1.1 but not 1.2.
I changed some line to support v1.2.
I will be happy if you can test the changes with torch 1.2.
Thanks,

Taka

@yamasakih yamasakih self-assigned this Apr 2, 2020
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