Any benchmark to compare tensorflow code with XLA and without XLA to compare the performance difference between them?

TensorFlow General Discussion
1

Hi guys,

Trying to find a code or benchmark where I can compare the performance between tensorflow code with XLA and without XLA, to understand it way deeper. Provide any benchmark or code with large data set to work on it.

Thanks in advance!

3

Hello Sachin,

Please check the graph below:

image
image1312×742 19.1 KB

src: OpenXLA Project

For the notebook: Use XLA with tf.function  |  OpenXLA Project which you may run yourself on Colab.

Thank You.