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Update utils.py #5598

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5 changes: 4 additions & 1 deletion fairseq/models/wav2vec/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@

import math
import torch.nn.functional as F
import torch


def pad_to_multiple(x, multiple, dim=-1, value=0):
Expand All @@ -14,7 +15,9 @@ def pad_to_multiple(x, multiple, dim=-1, value=0):
tsz = x.size(dim)
m = tsz / multiple
remainder = math.ceil(m) * multiple - tsz
if m.is_integer():
if isinstance(m, torch.Tensor):
m = m.item() # Convert tensor to Python float
if isinstance(m, float) and m.is_integer():
return x, 0
pad_offset = (0,) * (-1 - dim) * 2

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