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Frequency based sampling broken #272

@AdrianKs

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@AdrianKs

In frequency based sampling, we are using _multinomial_alias_setup and _multinomial_alias_draw. However, these methods were removed as of torch 1.8.

Therefore, frequency based sampling does not work anymore with any newer version of pytorch.

See pytorch/pytorch#21257 and pytorch/pytorch#50489

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