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import torch | |
def gcd(a, b): | |
"""Greatest common divisor.""" | |
a, b = (a, b) if a >=b else (b, a) | |
if a%b == 0: | |
return b | |
else : | |
return gcd(b, a%b) | |
def lcm(a, b): | |
"""Least common multiple""" | |
return a * b // gcd(a, b) | |
def get_mask_from_lengths(lengths, max_len=None): | |
if max_len is None: | |
max_len = torch.max(lengths).item() | |
ids = torch.arange(0, max_len, out=torch.cuda.LongTensor(max_len)) | |
mask = (ids < lengths.unsqueeze(1)).bool() | |
return mask | |