2024 Andes Award - Build AI Model

The repository is for compiling the AI model based on TVM in the 2024 Andes Award competition.

Setup ENV

1. Use miniconda to manage python dependencies

   # make sure to start with a fresh environment
   conda env remove -n tvm-build-venv
   # create the conda environment with build dependency
   conda create -n tvm-build-venv -c conda-forge \
       "llvmdev=15" \
       "cmake>=3.24" \
       git \
       python=3.11
   # enter the build environment
   conda activate tvm-build-venv

2. Install python packages

python3 -m pip install -r requirements.txt

3. Download toolchain

cd toolchain

./download.sh

4. Run the script

   ./init

RUN

cd deploy

make