[FIXED] AttributeError: 'Tensor' object has no attribute 'numpy'

Issue

I downloaded this code from GitHub.

predicted_id = tf.multinomial(tf.exp(predictions), num_samples=1)[0][0].numpy()

But I get an error that says:

AttributeError: 'Tensor' object has no attribute 'numpy'

What is wrong, and how do I fix it?

Solution

I suspect the place where you copied the code from had eager execution enabled, i.e. had invoked tf.enable_eager_execution() at the start of the program.

You could do the same.

UPDATE: Note that eager execution is enabled by default in TensorFlow 2.0. So the answer above applies only to TensorFlow 1.x

Answered By - ash