From 2e743b7dcbd6505f1f85a63823f4fc28328260e9 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Tue, 27 Dec 2022 13:24:28 -0600
Subject: [PATCH] snapshot...
---
modules/deeplearning/icing_fcn.py | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/modules/deeplearning/icing_fcn.py b/modules/deeplearning/icing_fcn.py
index f8fd9b68..3d041bbb 100644
--- a/modules/deeplearning/icing_fcn.py
+++ b/modules/deeplearning/icing_fcn.py
@@ -592,7 +592,7 @@ class IcingIntensityFCN:
# activation = tf.nn.elu
activation = tf.nn.leaky_relu
- num_filters = len(self.train_params) * 4
+ num_filters = len(self.train_params) * 8
input_2d = self.inputs[0]
@@ -731,7 +731,7 @@ 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 = 0.0005
+ 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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