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idstein avatar idstein commented on August 25, 2024 1

You can not use MACE in tflite. But you can benchmark how fast for instance mobilenet v2 is running on MACE or tflite. There exists multiple different neural network runtimes like MACE, Tensorflow, Caffe, PyTorch anf a couple of others (also one from Amazon or Baidu which looks promising).

from adam.

idstein avatar idstein commented on August 25, 2024

MACE is an entirely different inference engine for neural network models.
This repo is not using any neural network model at all.

The benchmarks have been conducted January 2019 so before tflite open sourced its OpenCL gpu delegate.
If you benchmark on the same device (which has OpenCL support so not any Google Pixel) tflite with OpenCL vs tflite OpenGL, you‘ll likely see the same effect.

from adam.

scocoyash avatar scocoyash commented on August 25, 2024

Sorry to trouble you again, I raised an issue here because i did not find your contact details anywhere.
May i ask where and how did you benchmark using MACE and tflite? What changes did you make in order to run the MACE backend on tflite instead of the standard provided GL delegate?

from adam.

scocoyash avatar scocoyash commented on August 25, 2024

Thanks a lot Paul :)

from adam.

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