I have been using the introductory example of matrix multiplication in TensorFlow.
matrix1 = tf.constant([[3., 3.]])
matrix2 = tf.constant([[2.],[2.]])
product = tf.matmul(matrix1, matrix2)
When I print the product, it is displaying it as a Tensor
object:
<tensorflow.python.framework.ops.Tensor object at 0x10470fcd0>
But how do I know the value of product
?
The following doesn’t help:
print product
Tensor("MatMul:0", shape=TensorShape([Dimension(1), Dimension(1)]), dtype=float32)
I know that graphs run on Sessions
, but isn’t there any way I can check the output of a Tensor
object without running the graph in a session
?