TVM 环境配置#
配置工具:
conda create -n py312 python=3.12
conda activate py312
cd tvm/xinetzone
pip install .[doc,dev] -i https://pypi.tuna.tsinghua.edu.cn/simple
pip install pickleshare -i https://pypi.tuna.tsinghua.edu.cn/simple # 用于 jupyter notebook 魔法指令
配置环境:
python -m invoke init
python -m invoke config --cuda
python -m invoke make
配置前端框架:
conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
pip install tensorflow -i https://pypi.tuna.tsinghua.edu.cn/simple
pip install onnx onnxruntime-gpu -i https://pypi.tuna.tsinghua.edu.cn/simple
# caffe 依赖
pip install scikit-image -i https://pypi.tuna.tsinghua.edu.cn/simple
pip install protobuf==3.20.3 -i https://pypi.tuna.tsinghua.edu.cn/simple