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Two changes:
mask = mask.to(output[0].device).unsqueeze(-1)
->mask = mask.to(output[0]).unsqueeze(-1)
, to assure mask has the same device and data type as output[0]a tensor / count_ones
will raise "Division by 0 " Error.