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[Fix] TF Backend Regularization fix. #1781

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merged 7 commits into from
Jun 20, 2024
Merged

[Fix] TF Backend Regularization fix. #1781

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1e5bb89
Update regularizers.py
agniv-the-marker Jun 20, 2024
74e04f0
Update model.py
agniv-the-marker Jun 20, 2024
f64f28f
Update regularizers.py
agniv-the-marker Jun 20, 2024
3c2bc5c
Update regularizers.py
agniv-the-marker Jun 20, 2024
7674c37
Update model.py
agniv-the-marker Jun 20, 2024
81c9fed
Update model.py
agniv-the-marker Jun 20, 2024
80c4a7f
Update regularizers.py
agniv-the-marker Jun 20, 2024
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10 changes: 5 additions & 5 deletions deepxde/nn/regularizers.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,13 +5,13 @@ def get(identifier):
# TODO: other backends
if identifier is None:
return None
name, scales = identifier[0], identifier[1:]
name, scales = identifier[0].lower(), identifier[1:]
return (
tf.keras.regularizers.l1(l=scales[0])
tf.keras.regularizers.L1(l1=scales[0])
if name == "l1"
else tf.keras.regularizers.l2(l=scales[0])
else tf.keras.regularizers.L2(l2=scales[0])
if name == "l2"
else tf.keras.regularizers.l1_l2(l1=scales[0], l2=scales[1])
if name == "l1+l2"
else tf.keras.regularizers.L1L2(l1=scales[0], l2=scales[1])
if name in ("l1+l2", "l1l2")
else None
)
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