From bb60f6a1722d39b488bac4fb6d89f5ffe42bfdf7 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Sun, 11 Dec 2022 16:53:02 -0600
Subject: [PATCH] snapshot..
---
modules/deeplearning/srcnn_l1b_l2.py | 10 +++++-----
1 file changed, 5 insertions(+), 5 deletions(-)
diff --git a/modules/deeplearning/srcnn_l1b_l2.py b/modules/deeplearning/srcnn_l1b_l2.py
index 8073b882..16be62a3 100644
--- a/modules/deeplearning/srcnn_l1b_l2.py
+++ b/modules/deeplearning/srcnn_l1b_l2.py
@@ -29,8 +29,8 @@ NUM_EPOCHS = 60
TRACK_MOVING_AVERAGE = False
EARLY_STOP = True
-NOISE_TRAINING = False
-NOISE_STDDEV = 0.001
+NOISE_TRAINING = True
+NOISE_STDDEV = 0.01
DO_AUGMENT = True
DO_ZERO_OUT = False
@@ -51,8 +51,8 @@ mean_std_dct.update(mean_std_dct_l1b)
mean_std_dct.update(mean_std_dct_l2)
# label_param = 'cloud_fraction'
-# label_param = 'cld_opd_dcomp'
-label_param = 'cloud_probability'
+label_param = 'cld_opd_dcomp'
+# label_param = 'cloud_probability'
params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom', label_param]
data_params = ['temp_11_0um_nom']
@@ -408,7 +408,7 @@ class SRCNN:
activation = tf.nn.relu
momentum = 0.99
- num_filters = 32
+ num_filters = 64
input_2d = self.inputs[0]
print('input: ', input_2d.shape)
--
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