Wei-Ming Chen

Hi @waquey thanks for your interest in our work. Our current implementation only supports int8 models. Please convert your models to int8 in order to use Tinyengine.

Hi @waquey, thanks for your interest in our work! Please refer to the implementation of operators in [code_generator/operators](https://github.com/mit-han-lab/tinyengine/tree/master/code_generator/operators). The abstraction of these APIs is in [code_generator/operators/basic_utils.py](https://github.com/mit-han-lab/tinyengine/blob/master/code_generator/operators/basic_utils.py).

Hi @BehicKlncky, thanks for your interest in our work! To integrate Tinyengine to OpenMV H7 Plus, you will need to modify the firmware of OpenMV and create a Python API...

Hi @BehicKlncky and @senceryuce, We are still working on it, but I can first give you the general steps. 1. Update Makefile to add TinyEngine source files to `SRCS` in...

Hi, thanks for your interest in our work! We provide the template project for STM32 as an example, but you can still use Tinyengine as a normal C/C++ library for...

Yes. You can build Tinyengine with arm-gnu toolchains. Here are the steps that may help. 1. Convert your tflite model to C code with `Tinyengine/code_generator`. You can refer to the...

> hi @meenchen , I'm working on Tinyengine deployment on non-ARM chip too, and I'm considering using pure interger models to avoid any floating point calculation. But i'm not sure...

Hi @antragoudaras thanks for your interest in our work. You can deploy your model with TFLite micro and Tinyengine to compare the performance improvement. You can refer to TFLite micro...

Hi @nnizh131, we replace fully connected layers with pointwise convolution during code generation as they can be interchangeable. Yet still, it is true that Tinyengine supports limited operators due to...

Hi @ramkumarkoppu, thanks for your interest in our work. For the model optimization, please refer to our [mcunet repo.](https://github.com/mit-han-lab/mcunet) We also have a model zoo where you can download the...