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Commit b5e64aeb authored by Tamino Huxohl's avatar Tamino Huxohl
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convert some string equals to in checks for more flexibility

parent 03163d47
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......@@ -124,11 +124,11 @@ def norm_by_str(norm: Optional[str]) -> Optional[NormTransform]:
return None
norm = norm.lower()
if norm == "mean":
if "mean" in norm:
return MeanNormTransform()
elif norm == "max":
elif "max" in norm:
return MaxNormTransform()
elif norm == "gaussian":
elif "gaussian" in norm:
return GaussianNormTransform()
raise ValueError(f"Unknown normalization {norm}")
......
......@@ -28,11 +28,11 @@ def loss_by_string(loss_str: str) -> nn.Module:
:returns: an executable loss function
"""
loss_str = loss_str.lower()
if loss_str == "l1":
if "l1" in loss_str:
return nn.L1Loss(reduction="mean")
elif loss_str == "l2" or loss_str == "mse":
elif "l2" in loss_str or "mse" in loss_str:
return nn.MSELoss(reduction="mean")
elif loss_str == "gdl":
elif "gdl" in loss_str or "gradientdifferenceloss" in loss_str:
return GradientDifferenceLoss()
else:
raise ValueError(f"Unknown loss function: {loss_str}")
......
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