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Commit 60259de3 authored by tomrink's avatar tomrink
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...@@ -1189,14 +1189,6 @@ def run_average_models(ckpt_dir_s_path, day_night='NIGHT', l1b_andor_l2='BOTH', ...@@ -1189,14 +1189,6 @@ def run_average_models(ckpt_dir_s_path, day_night='NIGHT', l1b_andor_l2='BOTH',
k_model = model.model k_model = model.model
model_weight_s.append(k_model.get_weights()) model_weight_s.append(k_model.get_weights())
print('done loading models ******************************************') print('done loading models ******************************************')
z_model_weights = zip(model_weight_s)
print('test')
avg_model_weights = []
for lyr in z_model_weights:
print(len(lyr))
for w in lyr:
avg_model_weights(np.mean(w))
print('***', len(avg_model_weights))
avg_model_weights = [] avg_model_weights = []
for m in model_weight_s: for m in model_weight_s:
...@@ -1204,7 +1196,7 @@ def run_average_models(ckpt_dir_s_path, day_night='NIGHT', l1b_andor_l2='BOTH', ...@@ -1204,7 +1196,7 @@ def run_average_models(ckpt_dir_s_path, day_night='NIGHT', l1b_andor_l2='BOTH',
for w in m: for w in m:
print(w.shape) print(w.shape)
avg_model_weights.append(np.mean(w)) avg_model_weights.append(np.mean(w))
print('--------------------------------------')
# -- Make a new model for the averaged weights # -- Make a new model for the averaged weights
new_model = IcingIntensityFCN(day_night=day_night, l1b_or_l2=l1b_andor_l2, use_flight_altitude=use_flight_altitude) new_model = IcingIntensityFCN(day_night=day_night, l1b_or_l2=l1b_andor_l2, use_flight_altitude=use_flight_altitude)
......
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