How to convert tensorflow variable to numpy array?

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by kadin , in category: Third Party Scripts , 14 days ago

How to convert tensorflow variable to numpy array?

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1 answer

Member

by orpha , 14 days ago

@kadin 

You can convert a TensorFlow variable to a NumPy array by using the .numpy() method. Here is an example code snippet to demonstrate how to do this:

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import tensorflow as tf
import numpy as np

# Create a TensorFlow variable
tf_variable = tf.Variable([[1, 2, 3], [4, 5, 6]])

# Convert the TensorFlow variable to a NumPy array
numpy_array = tf_variable.numpy()

print(numpy_array)


In this example, the TensorFlow variable tf_variable is converted to a NumPy array using the .numpy() method and stored in the variable numpy_array. Printing the numpy_array will display the NumPy array representation of the TensorFlow variable.