Benchmark tool kit for Tensorflow lite for Micro

General Discussions
1

Hi,
I am in the process of evaluating Cortex-M based Micro controllers from two different vendors. both micro-controllers meets our application requirements in terms on-chip peripherals and memories. But to select one of them for further application development, we would like to run Tensorflow lite for micro benchmark tool kit on both of them to see which one is yield better performance. Do we have Benchmark tool kit for Tensorflow lite for Micro?

2

Hi,

You can use the TinyMLPerf Benchmark suite to test out the two systems.

The benchmarks are available here: https://github.com/mlcommons/tiny/tree/master/v0.1
The benchmark runner is available here: https://github.com/eembc/benchmark-runner-ml

The TinyMLPerf reference submissions are built using TensorFlow Lite for Micro and MBED OS. They are probably a good place to start.

Let me know if you have any questions! I’m happy to help.

Colby

3

Thanks for the quick response. I will look into it. Cheers!