Tensorflow Lite Speed Report

I've got a model in tensorflow lite, it's not as fast as I wanted to be. I would like to know what the problem is, which layer makes it to be so slow. Is there a way, that I can test the speed for each layer.

3 votesLP185.00
1 Answers

There is a feature in tensorflow called benchmark. It lets you to have full report about the performance of your network. Shows by ms per operations. Also collects which operation is slowest and many other details. 

First you should build benchmark_model in tensorflow. Take a look how you can do it. https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/benchmark

Couldn't find what you were looking for?and we will find an expert to answer.
How helpful was this page?