Most of the requirements of this projects are exactly the same as ALBEF. If you have any problem of your environment, you should check their issues page first. Hope you will find the answer.
- apex 0.1
- timm 0.5.4
- yaml 0.2.5
- CUDA 11.1
- numpy 1.21.5
- pytorch 1.8.0
- torchvision 0.9.0
- transformers 4.8.1
- Python 3.7.11
conda create --name pevl python=3.7.11
conda activate pevl
conda install ruamel_yaml
conda install pytorch==1.8.0 torchvision==0.9.0 torchaudio==0.8.0 cudatoolkit=11.1 -c pytorch -c conda-forge
pip install opencv-python
pip install timm
pip install transformers==4.8.1
export INSTALL_DIR=$PWD
#install apex
git clone https://github.com/NVIDIA/apex.git
cd apex
python setup.py install --cuda_ext --cpp_ext
unset INSTALL_DIR