From 15725b57fd8f084b630d11e94470d97dbaba6b60 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Thu, 13 Oct 2022 12:32:07 -0500
Subject: [PATCH] snapshot...
---
modules/deeplearning/srcnn_l1b_l2.py | 12 +++++-------
1 file changed, 5 insertions(+), 7 deletions(-)
diff --git a/modules/deeplearning/srcnn_l1b_l2.py b/modules/deeplearning/srcnn_l1b_l2.py
index 8a66e552..f98a14fa 100644
--- a/modules/deeplearning/srcnn_l1b_l2.py
+++ b/modules/deeplearning/srcnn_l1b_l2.py
@@ -23,7 +23,7 @@ else:
NumLogits = NumClasses
BATCH_SIZE = 128
-NUM_EPOCHS = 60
+NUM_EPOCHS = 80
TRACK_MOVING_AVERAGE = False
EARLY_STOP = True
@@ -32,6 +32,8 @@ NOISE_TRAINING = False
NOISE_STDDEV = 0.10
DO_AUGMENT = True
+DO_ZERO_OUT = False
+
# setup scaling parameters dictionary
mean_std_dct = {}
mean_std_file = ancillary_path+'mean_std_lo_hi_l2.pkl'
@@ -47,17 +49,13 @@ 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', 'cloud_fraction']
data_params = ['temp_11_0um_nom']
label_params = ['cloud_fraction']
+label_param = 'cloud_fraction'
+label_idx = params.index(label_param)
-DO_ZERO_OUT = False
-
-label_idx = 3
-label_param = params[label_idx]
print('data_params: ', data_params)
print('label_params: ', label_params)
--
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