diff --git a/aimodel/src/lib/ai/components/LossContrastive.py b/aimodel/src/lib/ai/components/LossContrastive.py index 57378ce..6f3b3bc 100644 --- a/aimodel/src/lib/ai/components/LossContrastive.py +++ b/aimodel/src/lib/ai/components/LossContrastive.py @@ -46,6 +46,10 @@ class LossContrastive(tf.keras.losses.Loss): loss = (loss_rainfall + loss_water) / 2 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 # print("LABELS", labels) # print("LOSS_rainfall", loss_rainfall)