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bug fix for losses

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root authored and erogol committed 2020-02-19 18:27:02 +01:00
1 parent 34d2e9438d
commit 678d56cdef
1 file changed
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layers/losses.py
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@@ -37,6 +37,7 @@ class L1LossMasked(nn.Module):
x * mask, target * mask, reduction='none')
loss = loss.mul(out_weights.cuda()).sum()
else:
mask = mask.expand_as(x)
loss = functional.l1_loss(
x * mask, target * mask, reduction='sum')
loss = loss / mask.sum()
@@ -75,6 +76,7 @@ class MSELossMasked(nn.Module):
x * mask, target * mask, reduction='none')
loss = loss.mul(out_weights.cuda()).sum()
else:
mask = mask.expand_as(x)
loss = functional.mse_loss(
x * mask, target * mask, reduction='sum')
loss = loss / mask.sum()