From c09a76cfa771fd0f731666722507e664784846c6 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Mon, 10 Oct 2022 12:49:16 -0500
Subject: [PATCH] snapshot...
---
modules/deeplearning/srcnn_l1b_l2.py | 14 +++++++-------
1 file changed, 7 insertions(+), 7 deletions(-)
diff --git a/modules/deeplearning/srcnn_l1b_l2.py b/modules/deeplearning/srcnn_l1b_l2.py
index 018b2bf4..ddee109c 100644
--- a/modules/deeplearning/srcnn_l1b_l2.py
+++ b/modules/deeplearning/srcnn_l1b_l2.py
@@ -47,11 +47,11 @@ f.close()
mean_std_dct.update(mean_std_dct_l1b)
mean_std_dct.update(mean_std_dct_l2)
-#params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom', 'cloud_fraction']
-#data_params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom']
-params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom', 'cld_opd_dcomp']
+# params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom', 'cloud_fraction']
+# data_params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom']
+params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom', 'cloud_fraction']
data_params = ['temp_11_0um_nom']
-label_params = ['cld_opd_dcomp']
+label_params = ['cloud_fraction']
DO_ZERO_OUT = False
@@ -67,8 +67,8 @@ x_64 = np.arange(64)
y_64 = np.arange(64)
x_134_2 = x_134[3:131:2]
y_134_2 = y_134[3:131:2]
-#x_134_2 = x_134[2:133:2]
-#y_134_2 = y_134[2:133:2]
+# x_134_2 = x_134[2:133:2]
+# y_134_2 = y_134[2:133:2]
t = np.arange(0, 64, 0.5)
s = np.arange(0, 64, 0.5)
@@ -418,7 +418,7 @@ class SRCNN:
self.loss = tf.keras.losses.MeanSquaredError() # Regression
# decayed_learning_rate = learning_rate * decay_rate ^ (global_step / decay_steps)
- initial_learning_rate = 0.001
+ 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)
--
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