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Commit 8a9892ba authored by tomrink's avatar tomrink
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...@@ -519,6 +519,7 @@ class SRCNN: ...@@ -519,6 +519,7 @@ class SRCNN:
momentum = 0.99 momentum = 0.99
num_filters = 64 num_filters = 64
num_filters_hkm = 8
input_2d = self.inputs[0] input_2d = self.inputs[0]
input_hkm_2d = self.inputs[1] input_hkm_2d = self.inputs[1]
...@@ -530,12 +531,11 @@ class SRCNN: ...@@ -530,12 +531,11 @@ class SRCNN:
conv_hkm = conv_hkm_b = tf.keras.layers.Conv2D(num_filters, kernel_size=KERNEL_SIZE, kernel_initializer='he_uniform', activation=activation, padding='VALID')(input_hkm_2d) conv_hkm = conv_hkm_b = tf.keras.layers.Conv2D(num_filters, kernel_size=KERNEL_SIZE, kernel_initializer='he_uniform', activation=activation, padding='VALID')(input_hkm_2d)
print(conv_hkm.shape) print(conv_hkm.shape)
num_filters_hkm = 8
conv_hkm = build_conv2d_block(conv_hkm, num_filters_hkm, activation, 'Conv2D_1') conv_hkm = build_conv2d_block(conv_hkm, num_filters_hkm, activation, 'Conv2D_1')
num_filters_hkm *= 2 num_filters_hkm *= 2
conv_hkm = build_conv2d_block(conv_hkm, num_filters_hkm, activation, 'Conv2D_2') conv_hkm = build_conv2d_block(conv_hkm, num_filters_hkm, activation, 'Conv2D_2')
conv_b = conv_b + conv_hkm conv_b = tf.keras.layers.concatenate([conv_b, conv_hkm])
print(conv_b.shape) print(conv_b.shape)
# if NOISE_TRAINING: # if NOISE_TRAINING:
...@@ -549,7 +549,7 @@ class SRCNN: ...@@ -549,7 +549,7 @@ class SRCNN:
conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_3', kernel_size=KERNEL_SIZE, scale=scale) conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_3', kernel_size=KERNEL_SIZE, scale=scale)
conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_4', kernel_size=KERNEL_SIZE, scale=scale) #conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_4', kernel_size=KERNEL_SIZE, scale=scale)
#conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_5', kernel_size=KERNEL_SIZE, scale=scale) #conv_b = build_residual_conv2d_block(conv_b, num_filters, 'Residual_Block_5', kernel_size=KERNEL_SIZE, scale=scale)
......
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