Run your TFLite benchmarks on your computer!

[Sayak Paul]

Hi folks,

TFLite benchmark tool provides a prebuilt native binary in order for us to execute the tool on TFLite models from our computers. This is where you can know more. 

Steps (for a Ubuntu machine):

$ wget https://storage.googleapis.com/tensorflow-nightly-public/prod/tensorflow/release/lite/tools/nightly/latest/linux_x86-64_benchmark_model

$ sudo chmod +x linux_x86-64_benchmark_model

$ ./linux_x86-64_benchmark_model\

  --graph=your_model.tflite \
  --num_threads=4

It works seamlessly - 

I ran this inside a Ubuntu VM from my humble Mac so please excuse the numbers :D 

Until then, Optimize -> Export -> Benchmark -> Deploy -> Repeat!

Sayak Paul | sayak.dev