From 7d2ad818a71f37e27e8b66a1166d700ebbd092ec Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Mon, 5 Dec 2022 14:40:43 -0600
Subject: [PATCH] snapshot..
---
modules/deeplearning/icing_only_fcn.py | 6 +++---
1 file changed, 3 insertions(+), 3 deletions(-)
diff --git a/modules/deeplearning/icing_only_fcn.py b/modules/deeplearning/icing_only_fcn.py
index e31328a8..e79165b7 100644
--- a/modules/deeplearning/icing_only_fcn.py
+++ b/modules/deeplearning/icing_only_fcn.py
@@ -20,8 +20,8 @@ if NumClasses == 2:
else:
NumLogits = NumClasses
-BATCH_SIZE = 128
-NUM_EPOCHS = 50
+BATCH_SIZE = 64
+NUM_EPOCHS = 60
TRACK_MOVING_AVERAGE = False
EARLY_STOP = True
@@ -721,7 +721,7 @@ class IcingIntensityFCN:
self.loss = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=False) # For multi-class
# decayed_learning_rate = learning_rate * decay_rate ^ (global_step / decay_steps)
- initial_learning_rate = 0.002
+ initial_learning_rate = 0.001
decay_rate = 0.95
steps_per_epoch = int(self.num_data_samples/BATCH_SIZE) # one epoch
decay_steps = int(steps_per_epoch)
--
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