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Do not store keras model network design if it cannot be serialized
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@ -1283,7 +1283,11 @@ class PatchKerasModelIO(object):
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filepath = kwargs['filepath'] if 'filepath' in kwargs else args[0]
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# this will already generate an output model
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config = self._updated_config()
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try:
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config = self._updated_config()
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except Exception as ex:
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# we failed to convert the network to json, for some reason (most likely internal keras error)
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config = {}
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# check if object already has InputModel
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if not hasattr(self, 'trains_out_model'):
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