mocleiri / tensorflow-micropython-examples

A custom micropython firmware integrating tensorflow lite for microcontrollers and ulab to implement the tensorflow micro examples.

MIT License

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Analyze available tflite micro models for which operators are most commonly used #29

Closed mocleiri closed 2 years ago

mocleiri commented 3 years ago

28 will add the ability to control which operators are included in the firmware. The purpose of this issue is to analyze available tensorflow lite micro model's to find out which operator's are used the most.

Then we should try to put the most widely used into the standard firmware. It can also help to identify which ops are for a particular use-case.

We are interested in int8 quantized tflite models < 4MB in size.

mocleiri commented 2 years ago

This was created when i thought space was going to be an issue and we would need to be able to turn off certain tflm operators.

However at the moment there are no size restrictions. I'm going to close this one but in the future if someone has opinions on which ops should be grouped together it can be revisited.