From ad02c90e7ada7a1f0e0f327925392684641e5c69 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Thu, 29 Apr 2021 09:04:27 -0500
Subject: [PATCH] snapshot...
---
modules/deeplearning/icing_cnn.py | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py
index 9bb4deab..613eadf3 100644
--- a/modules/deeplearning/icing_cnn.py
+++ b/modules/deeplearning/icing_cnn.py
@@ -394,7 +394,7 @@ 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 = 4 * steps_per_epoch
+ decay_steps = 8 * 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)
--
GitLab