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ispamm/tf_variables.py

Last active March 7, 2018 11:44
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tf_variables.py
# Create a variable
W = tfe.Variable(0.5, name='w')
# Print the value
print(W) # Prints: <tf.Variable 'w:0' shape=() dtype=float32, numpy=0.5>
# Add a NumPy array and print
print(W + np.asarray([1, 3])) # Prints: tf.Tensor([1.5 3.5], shape=(2,), dtype=float32)
# Get the value in NumPy form
print(W.numpy()) # Prints: 0.5
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