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Update addition example's python code for tf2.5 #307

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Jul 15, 2021
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20 changes: 11 additions & 9 deletions examples/addition/addition.py
Original file line number Diff line number Diff line change
@@ -1,14 +1,16 @@
# TODO: Stop using v1 compatibility
import tensorflow.compat.v1 as tf
import tensorflow as tf

# check tensorflow version is 2.x
tf_major_version = tf.__version__.split('.')[0]
assert tf_major_version == '2'

tf.disable_eager_execution()
x = tf.placeholder(tf.int32, name = 'x')
y = tf.placeholder(tf.int32, name = 'y')
z = tf.add(x, y, name = 'z')
@tf.function
def add(x, y):
tf.add(x, y, name='z')

tf.variables_initializer(tf.global_variables(), name = 'init')
x = tf.TensorSpec((), dtype=tf.dtypes.int32, name='x')
y = tf.TensorSpec((), dtype=tf.dtypes.int32, name='y')

definition = tf.Session().graph_def
concrete_function = add.get_concrete_function(x, y)
directory = 'examples/addition'
tf.train.write_graph(definition, directory, 'model.pb', as_text=False)
tf.io.write_graph(concrete_function.graph, directory, 'model.pb', as_text=False)
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