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Commit bb60f6a1 authored by tomrink's avatar tomrink
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...@@ -29,8 +29,8 @@ NUM_EPOCHS = 60 ...@@ -29,8 +29,8 @@ NUM_EPOCHS = 60
TRACK_MOVING_AVERAGE = False TRACK_MOVING_AVERAGE = False
EARLY_STOP = True EARLY_STOP = True
NOISE_TRAINING = False NOISE_TRAINING = True
NOISE_STDDEV = 0.001 NOISE_STDDEV = 0.01
DO_AUGMENT = True DO_AUGMENT = True
DO_ZERO_OUT = False DO_ZERO_OUT = False
...@@ -51,8 +51,8 @@ mean_std_dct.update(mean_std_dct_l1b) ...@@ -51,8 +51,8 @@ mean_std_dct.update(mean_std_dct_l1b)
mean_std_dct.update(mean_std_dct_l2) mean_std_dct.update(mean_std_dct_l2)
# label_param = 'cloud_fraction' # label_param = 'cloud_fraction'
# label_param = 'cld_opd_dcomp' label_param = 'cld_opd_dcomp'
label_param = 'cloud_probability' # label_param = 'cloud_probability'
params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom', label_param] params = ['temp_11_0um_nom', 'temp_12_0um_nom', 'refl_0_65um_nom', label_param]
data_params = ['temp_11_0um_nom'] data_params = ['temp_11_0um_nom']
...@@ -408,7 +408,7 @@ class SRCNN: ...@@ -408,7 +408,7 @@ class SRCNN:
activation = tf.nn.relu activation = tf.nn.relu
momentum = 0.99 momentum = 0.99
num_filters = 32 num_filters = 64
input_2d = self.inputs[0] input_2d = self.inputs[0]
print('input: ', input_2d.shape) print('input: ', input_2d.shape)
......
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