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Commit 9477cc98 authored by tomrink's avatar tomrink
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parent 5805939a
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...@@ -602,7 +602,7 @@ class SRCNN: ...@@ -602,7 +602,7 @@ class SRCNN:
@tf.function(input_signature=[tf.TensorSpec(None, tf.float32), tf.TensorSpec(None, tf.float32)]) @tf.function(input_signature=[tf.TensorSpec(None, tf.float32), tf.TensorSpec(None, tf.float32)])
def train_step(self, inputs, labels): def train_step(self, inputs, labels):
labels = tf.squeeze(labels) labels = tf.squeeze(labels, axis=[3])
with tf.GradientTape() as tape: with tf.GradientTape() as tape:
pred = self.model([inputs], training=True) pred = self.model([inputs], training=True)
loss = self.loss(labels, pred) loss = self.loss(labels, pred)
...@@ -622,7 +622,7 @@ class SRCNN: ...@@ -622,7 +622,7 @@ class SRCNN:
@tf.function(input_signature=[tf.TensorSpec(None, tf.float32), tf.TensorSpec(None, tf.float32)]) @tf.function(input_signature=[tf.TensorSpec(None, tf.float32), tf.TensorSpec(None, tf.float32)])
def test_step(self, inputs, labels): def test_step(self, inputs, labels):
labels = tf.squeeze(labels) labels = tf.squeeze(labels, axis=[3])
pred = self.model([inputs], training=False) pred = self.model([inputs], training=False)
t_loss = self.loss(labels, pred) t_loss = self.loss(labels, pred)
......
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