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Commit bbfae46a authored by tomrink's avatar tomrink
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modules/deeplearning/cloud_opd_fcn_abi.py
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...@@ -42,7 +42,8 @@ DO_AUGMENT = True ...@@ -42,7 +42,8 @@ DO_AUGMENT = True
DO_SMOOTH = False DO_SMOOTH = False
SIGMA = 1.0 SIGMA = 1.0
DO_ZERO_OUT = False DO_ZERO_OUT = False
CACHE_FILE = '/scratch/long/rink/cld_opd_abi_128x128_cache' # CACHE_FILE = '/scratch/long/rink/cld_opd_abi_128x128_cache'
CACHE_FILE = ''
USE_EMA = True USE_EMA = True
EMA_OVERWRITE_FREQUENCY = 5 EMA_OVERWRITE_FREQUENCY = 5
...@@ -483,8 +484,8 @@ class SRCNN: ...@@ -483,8 +484,8 @@ class SRCNN:
def build_training(self): def build_training(self):
self.loss = tf.keras.losses.MeanSquaredError() # Regression # self.loss = tf.keras.losses.MeanSquaredError() # Regression
# self.loss = tf.keras.losses.MeanAbsoluteError() # Regression self.loss = tf.keras.losses.MeanAbsoluteError() # Regression
# decayed_learning_rate = learning_rate * decay_rate ^ (global_step / decay_steps) # decayed_learning_rate = learning_rate * decay_rate ^ (global_step / decay_steps)
initial_learning_rate = 0.001 initial_learning_rate = 0.001
......
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