README.md

Usage of convert.py [中文]

The script convert.py quantizes floating-point coefficients in .npy files to C/C++ code in .cpp and .hpp files. It also converts the element order of coefficients to boost operations.

convert.py runs according to config.json, a necessary configuration file for a model. For how to write a config.json file, please refer to Specification of config.json.

Please note that convert.py requires Python 3.7 or versions higher.

Argument Description

When you run convert.py, the following arguments should be filled:

Argument	Value
-t | --target_chip	esp32 | esp32s2 |esp32s3 | esp32c3
-i | --input_root	directory of npy files and json file
-j | --json_file_name	name of json file (default: config.json)
-n | --name	name of output files
-o | --output_root	directory of output files
-q | --quant	quantization granularity 0(default) for per-tensor, 1 for per-channel

Example

Assume that:

• the relative path of convert.py is ./convert.py
• target_chip is esp32s3
• npy files and config.json are in directory ./my_input_directory
• name of output files is my_coefficient
• output files will be stored in directory ./my_output_directory

Execute the following command:

python ./convert.py -t esp32s3 -i ./my_input_directory -n my_coefficient -o ./my_output_directory

Then, my_coefficient.cpp and my_coefficient.hpp would be generated in ./my_output_directory.