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ai-techsystems / deepC

vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
https://cainvas.ai-tech.systems/
Apache License 2.0
541 stars 85 forks source link

Comparison TensorFlow Lite #138

Closed jonalm closed 3 years ago

jonalm commented 3 years ago

Hi there,

Sorry in advance if these types of questions are inappropriate here. (Please point me to another forum, if that exist.)

I have to decide upon a framework for running an ONNX-model on an x86 micro-controller. I am curious to know the pros/cons of using deepC versus TensorFlow Lite or other alternative frameworks?

github-actions[bot] commented 3 years ago

Thank you so much for filing the issue. We will look at it and take appropriate action as soon as possible.' first issue

srohit0 commented 3 years ago

deepC is better, faster and frugal on MCUs compared to TFLM.

try deepC on http://www.tinyml.studio/ without downloading/compiling

jonalm commented 3 years ago

That sounds good, thanks for the link.

jonalm commented 3 years ago

@srohit0 Do you happen to know of any blogs or similar which benchmark/compare performance?

srohit0 commented 3 years ago

Yes, they are not publicly released.