tf.compat.v1.get_session_tensor

Get the tensor of type dtype by feeding a tensor handle.

tf.compat.v1.get_session_tensor(
    handle, dtype, name=None
)

This is EXPERIMENTAL and subject to change.

Get the value of the tensor from a tensor handle. The tensor is produced in a previous run() and stored in the state of the session.

Args
handle	The string representation of a persistent tensor handle.
dtype	The type of the output tensor.
name	Optional name prefix for the return tensor.

Returns
A pair of tensors. The first is a placeholder for feeding a tensor handle and the second is the tensor in the session state keyed by the tensor handle.

Example:

c = tf.multiply(a, b)
h = tf.compat.v1.get_session_handle(c)
h = sess.run(h)

p, a = tf.compat.v1.get_session_tensor(h.handle, tf.float32)
b = tf.multiply(a, 10)
c = sess.run(b, feed_dict={p: h.handle})