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Starbeamrainbowlabs 2022-10-31 18:19:43 +00:00
parent dbe35ee943
commit 172cf9d8ce
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GPG key ID: 1BE5172E637709C2
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aimodel/src/lib/ai/components/LossContrastive.py
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@ -46,6 +46,10 @@ class LossContrastive(tf.keras.losses.Loss):
loss = (loss_rainfall + loss_water) / 2 loss = (loss_rainfall + loss_water) / 2
print("LOSS", loss) print("LOSS", loss)
loss = tf.math.reduce_mean(loss)
print("LOSS FINAL", loss)
# cosine_similarity results in tensor of range -1 - 1, but tf.sparse.eye has range 0 - 1 # cosine_similarity results in tensor of range -1 - 1, but tf.sparse.eye has range 0 - 1
# print("LABELS", labels) # print("LABELS", labels)
# print("LOSS_rainfall", loss_rainfall) # print("LOSS_rainfall", loss_rainfall)