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loss: fixup

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Starbeamrainbowlabs 2022-10-31 17:18:21 +00:00
parent 55dc05e8ce
commit 458faa96d2
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
1 changed files with 1 additions and 1 deletions
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aimodel/src/lib/ai/components/LossContrastive.py
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@ -19,7 +19,7 @@ class LossContrastive(tf.keras.losses.Loss):
# normalise features # normalise features
rainfall = rainfall / tf.math.l2_normalize(rainfall, axis=1) rainfall = rainfall / tf.math.l2_normalize(rainfall, axis=1)
rainfall = rainfall / tf.math.l2_normalize(rainfall, axis=1) water = water / tf.math.l2_normalize(water, axis=1)
# logits = tf.linalg.matmul(rainfall, tf.transpose(water)) * tf.clip_by_value(tf.math.exp(self.weight_temperature), 0, 100) # logits = tf.linalg.matmul(rainfall, tf.transpose(water)) * tf.clip_by_value(tf.math.exp(self.weight_temperature), 0, 100)
logits = tf.linalg.matmul(rainfall, tf.transpose(water)) * tf.math.exp(self.weight_temperature) logits = tf.linalg.matmul(rainfall, tf.transpose(water)) * tf.math.exp(self.weight_temperature)