AutoAWQ Kernels
AutoAWQ Kernels is a new package that is split up from the main repository in order to avoid compilation times.
Requirements
Windows: Must use WSL2.
NVIDIA:
- GPU: Must be compute capability 7.5 or higher.
- CUDA Toolkit: Must be 11.8 or higher.
AMD:
- ROCm: Must be 5.6 or higher.
Install
Install from PyPi
The package is available on PyPi with CUDA 12.1.1 wheels:
pip install autoawq-kernels
Install release wheels
For ROCm and other CUDA versions, you can use the wheels published at each release:
pip install https://github.com/casper-hansen/AutoAWQ_kernels/releases/download/v0.0.2/autoawq_kernels-0.0.2+rocm561-cp310-cp310-linux_x86_64.whl
Build from source
You can also build from source:
git clone https://github.com/casper-hansen/AutoAWQ_kernels
cd AutoAWQ_kernels
pip install -e .
To build for ROCm, you need to first install the following packages rocsparse-dev hipsparse-dev rocthrust-dev rocblas-dev hipblas-dev.