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Unused return value in convert_seq_to_patch_view #34

@CharmsGraker

Description

@CharmsGraker

In convert_seq_to_patch_view, the return value of select_segments is unused, suggesting the scoring module might not be effective.

@staticmethod
def convert_seq_to_patch_view(
mask: torch.Tensor,
scores: torch.Tensor,
patch_len: int = 8,
stride: Optional[int] = None,
):
"""
Input:
mask : torch.Tensor of shape [batch_size x seq_len]
Output
mask : torch.Tensor of shape [batch_size x n_patches]
"""
stride = patch_len if stride is None else stride
# sm.forward(mask)
if hasattr(scores, "shape"):
select_segments(scores, patch_len, mask=mask)
mask = mask.unfold(dimension=-1, size=patch_len, step=stride)
# mask : [batch_size x n_patches x patch_len]
return (mask.sum(dim=-1) == patch_len).long()

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