From b7bc7594c0286dbb8f987e5c4b1137ae47784e91 Mon Sep 17 00:00:00 2001 From: tomrink <rink@ssec.wisc.edu> Date: Wed, 25 Aug 2021 11:03:29 -0500 Subject: [PATCH] snapshot... --- modules/deeplearning/icing_cnn.py | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py index 997aa700..6f64e1fe 100644 --- a/modules/deeplearning/icing_cnn.py +++ b/modules/deeplearning/icing_cnn.py @@ -43,15 +43,22 @@ f = open(mean_std_file, 'rb') mean_std_dct = pickle.load(f) f.close() -# train_params = ['cld_height_acha', 'cld_geo_thick', 'supercooled_cloud_fraction', 'cld_temp_acha', 'cld_press_acha', -# 'cld_reff_acha', 'cld_opd_acha', 'conv_cloud_fraction', 'cld_emiss_acha'] -train_params = ['cld_height_acha', 'cld_geo_thick', 'supercooled_cloud_fraction', 'cld_temp_acha', 'cld_press_acha', - 'cld_reff_dcomp', 'cld_opd_dcomp', 'cld_cwp_dcomp', 'iwc_dcomp', 'lwc_dcomp', 'conv_cloud_fraction', 'cld_emiss_acha'] +# -- NIGHT L2 --------------------- +# train_params = ['cld_height_acha', 'cld_geo_thick', 'cld_temp_acha', 'cld_press_acha', 'supercooled_cloud_fraction', +# 'cld_emiss_acha', 'conv_cloud_fraction', 'cld_reff_acha', 'cld_opd_acha'] +# -- DAY L2 ------------- +train_params = ['cld_height_acha', 'cld_geo_thick', 'cld_temp_acha', 'cld_press_acha', 'supercooled_cloud_fraction', + 'cld_emiss_acha', 'conv_cloud_fraction', 'cld_reff_dcomp', 'cld_opd_dcomp', 'cld_cwp_dcomp', 'iwc_dcomp', 'lwc_dcomp'] +# -- DAY L1B ----------------------- # train_params = ['temp_10_4um_nom', 'temp_11_0um_nom', 'temp_12_0um_nom', 'temp_13_3um_nom', 'temp_3_75um_nom', # 'temp_6_2um_nom', 'temp_6_7um_nom', 'temp_7_3um_nom', 'temp_8_5um_nom', 'temp_9_7um_nom', # 'refl_0_47um_nom', 'refl_0_65um_nom', 'refl_0_86um_nom', 'refl_1_38um_nom', 'refl_1_60um_nom'] +# -- NIGHT L1B --------------------- # train_params = ['temp_10_4um_nom', 'temp_11_0um_nom', 'temp_12_0um_nom', 'temp_13_3um_nom', 'temp_3_75um_nom', # 'temp_6_2um_nom', 'temp_6_7um_nom', 'temp_7_3um_nom', 'temp_8_5um_nom', 'temp_9_7um_nom'] +# -- DAY LUNAR --------------------- +# train_params = ['cld_height_acha', 'cld_geo_thick', 'cld_temp_acha', 'cld_press_acha', 'supercooled_cloud_fraction', +# 'cld_emiss_acha', 'conv_cloud_fraction', 'cld_reff_dcomp', 'cld_opd_dcomp', 'iwc_dcomp', 'lwc_dcomp'] def build_residual_block(input, drop_rate, num_neurons, activation, block_name, doDropout=True, doBatchNorm=True): -- GitLab