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Commit 6489f29b authored by tomrink's avatar tomrink
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modules/deeplearning/icing_fcn.py
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...@@ -657,7 +657,7 @@ class IcingIntensityFCN: ...@@ -657,7 +657,7 @@ class IcingIntensityFCN:
self.loss = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=False) # For multi-class self.loss = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=False) # For multi-class
# decayed_learning_rate = learning_rate * decay_rate ^ (global_step / decay_steps) # decayed_learning_rate = learning_rate * decay_rate ^ (global_step / decay_steps)
initial_learning_rate = 0.006 initial_learning_rate = 0.002
decay_rate = 0.95 decay_rate = 0.95
steps_per_epoch = int(self.num_data_samples/BATCH_SIZE) # one epoch steps_per_epoch = int(self.num_data_samples/BATCH_SIZE) # one epoch
decay_steps = int(steps_per_epoch / 2) decay_steps = int(steps_per_epoch / 2)
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