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Fixed weight decay support

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William L Hamilton 2017-12-14 07:50:55 -08:00 committed by GitHub
parent 75794f8a09
commit 2bb809dba5
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1 changed files with 1 additions and 1 deletions
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graphsage/models.py
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@ -387,7 +387,7 @@ class SampleAndAggregate(GeneralizedModel):
for var in aggregator.vars.values(): for var in aggregator.vars.values():
self.loss += FLAGS.weight_decay * tf.nn.l2_loss(var) self.loss += FLAGS.weight_decay * tf.nn.l2_loss(var)
self.loss = self.link_pred_layer.loss(self.outputs1, self.outputs2, self.neg_outputs) self.loss += self.link_pred_layer.loss(self.outputs1, self.outputs2, self.neg_outputs)
tf.summary.scalar('loss', self.loss) tf.summary.scalar('loss', self.loss)
def _accuracy(self): def _accuracy(self):