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Commit 3fd6818e authored by tomrink's avatar tomrink
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parent a97cd359
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......@@ -18,7 +18,7 @@ PROC_BATCH_SIZE = 10240
PROC_BATCH_BUFFER_SIZE = 50000
NumLabels = 1
BATCH_SIZE = 256
NUM_EPOCHS = 20
NUM_EPOCHS = 100
TRACK_MOVING_AVERAGE = False
......@@ -377,7 +377,7 @@ class IcingIntensityNN:
#self.loss = tf.keras.losses.SparseCategoricalCrossentropy() # For multi-class
# decayed_learning_rate = learning_rate * decay_rate ^ (global_step / decay_steps)
initial_learning_rate = 0.0016
initial_learning_rate = 0.002
decay_rate = 0.95
steps_per_epoch = int(self.num_data_samples/BATCH_SIZE) # one epoch
# decay_steps = int(steps_per_epoch / 2)
......
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