windows11 环境下Mamba 环境安装:causal-conv1d和mamba-ssm报错解决办法

 Mamba 环境安装:causal-conv1d和mamba-ssm报错解决办法

在执行命令 pip install causal_conv1d mamba_ssm 出错

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for causal-conv1d
Running setup.py clean for causal-conv1d
Failed to build causal-conv1d
ERROR: Could not build wheels for causal-conv1d, which is required to install pyproject.toml-based projects

 解决办法:很多时候 CUDA 版本没达到要求,重新安装 CUDA 太麻烦,更何况一般都没有 root 权限。因此,需要调用 conda 自己安装的 CUDA 版本。

conda create -n mamba python=3.10
conda activate mamba
conda install cudatoolkit==11.8 -c nvidia
pip install torch==2.1.1 torchvision==0.16.1 torchaudio==2.1.1 --index-url https://download.pytorch.org/whl/cu118
pip install setuptools==68.2.2
conda install -c "nvidia/label/cuda-11.8.0" cuda-nvcc
conda install packaging
pip install triton-2.0.0-cp310-cp310-win_amd64.whl
pip install causal_conv1d-1.1.1-cp310-cp310-win_amd64.whl
pip install mamba_ssm-1.1.3-cp310-cp310-win-amd64.whl

出现如下图即causal_conv1d-1.1.1安装成功

出现如下图即mamba_ssm安装成功

triton-2.0.0-cp310-cp310-win_amd64.whl 、 causal_conv1d-1.1.1-cp310-cp310-win_amd64.whl 、和 mamba_ssm-1.1.3-cp310-cp310-win_amd64.whl 3个安装包一键下载地址:

https://mbd.pub/o/bread/ZpuTmp1y