From 20ebb4c72fe9f8706ae7d146c4dec65483cb6911 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Tue, 20 Apr 2021 15:12:15 -0500
Subject: [PATCH] snapshot...
---
modules/deeplearning/icing.py | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/modules/deeplearning/icing.py b/modules/deeplearning/icing.py
index 3ee0f26a..3cdc535d 100644
--- a/modules/deeplearning/icing.py
+++ b/modules/deeplearning/icing.py
@@ -381,7 +381,7 @@ class IcingIntensityNN:
decay_rate = 0.95
steps_per_epoch = int(self.num_data_samples/BATCH_SIZE) # one epoch
# decay_steps = int(steps_per_epoch / 2)
- decay_steps = 2 * steps_per_epoch
+ decay_steps = 4 * steps_per_epoch
print('initial rate, decay rate, steps/epoch, decay steps: ', initial_learning_rate, decay_rate, steps_per_epoch, decay_steps)
self.learningRateSchedule = tf.keras.optimizers.schedules.ExponentialDecay(initial_learning_rate, decay_steps, decay_rate)
--
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