配置MambaIRv2: Attentive State Space Restoration的环境
github上代码的地址：
csguoh/MambaIR: [ECCV2024, CVPR2025] MambaIR and MambaIRv2!
一开始直接输入命令
conda env create -f environment.yaml安装了半天爆出来好几个错误，其中一个是没有nvcc
输入以下命令：
module avail发现没有对应的cuda11.7的版本
就安装cuda11.7的
然后输入以下命令激活环境：
source /data/home/sczc338/run/soft/cuda11.7/env.sh把这个问题解决了
具体的可以看一下这篇文章：
.whl文件-CSDN博客
里面有如何在超算上安装相应cuda版本的详细步骤
还有一个是什么包找不到好像是。
因为这里默认安装包从defaults通道，但这里的包实际上更新比较慢，所以我使用了如下命令让conda-forge通道为优先级最高的通道（conda-forge是社区驱动的，更新包较快）（conda-forge is a community effort that provides conda packages for a wide range of software.）
- Make sure you have
conda >=4.9:conda --version conda update conda - Add conda-forge as the highest priority channel:
conda config --add channels conda-forge - Activate
strictchannel priority (strictwill be activated by default in conda 5.0):conda config --set channel_priority strict
具体的可以看一下这一篇文章：
conda和pip的区别-CSDN博客
然后还爆出了一堆的问题，解决着解决着，发现我这个mambair环境竟然用的是python3.8的版本，但是安装的东西都是基于python3.9的。（包括the mamba_ssm library）
我想输入以下命令来更改环境的python版本，但是报错啦，不知道什么原因
conda install python=3.9输入以下命令查看python版本：
python --version所以我把现有的mambair环境删了，再重新创一个
conda create -n mambair python=3.9
此时如果再运行命令：
conda env create -f environment.yaml就会报出mambair环境已存在的错误，所以使用以下命令：
(mambair) sczc338@ln01:~/run/MambaIR$ conda env update -f environment.yaml报出如下错误：
Preparing metadata (setup.py): startedPreparing metadata (setup.py): finished with status 'error'Pip subprocess error:error: subprocess-exited-with-error× python setup.py egg_info did not run successfully.│ exit code: 1╰─> [6 lines of output]Traceback (most recent call last):File "<string>", line 2, in <module>File "<pip-setuptools-caller>", line 34, in <module>File "/tmp/pip-install-ct238nq5/mamba-ssm_3efcc205c45c42afaa3b469462840fa1/setup.py", line 8, in <module>from packaging.version import parse, VersionModuleNotFoundError: No module named 'packaging'[end of output]note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed× Encountered error while generating package metadata.
╰─> See above for output.note: This is an issue with the package mentioned above, not pip.
hint: See above for details.failedCondaEnvException: Pip failed
主要注意这句话： ModuleNotFoundError: No module named 'packaging'
所以：
conda install packaging再输入命令：
conda env update -f environment.yaml报错啦
Building wheels for collected packages: mamba-ssmBuilding wheel for mamba-ssm (setup.py): startedBuilding wheel for mamba-ssm (setup.py): still running...Building wheel for mamba-ssm (setup.py): finished with status 'error'Running setup.py clean for mamba-ssm
Failed to build mamba-ssmPip subprocess error:error: subprocess-exited-with-error× python setup.py bdist_wheel did not run successfully.│ exit code: 1╰─> [9 lines of output]No CUDA runtime is found, using CUDA_HOME='/data/home/sczc338/run/soft/cuda11.7'torch.__version__ = 2.0.1running bdist_wheelGuessing wheel URL: https://github.com/state-spaces/mamba/releases/download/v1.0.1/mamba_ssm-1.0.1+cu118torch2.0cxx11abiFALSE-cp38-cp38-linux_x86_64.whlerror: <urlopen error retrieval incomplete: got only 115343360 out of 146629955 bytes>[end of output]note: This error originates from a subprocess, and is likely not a problem with pip.ERROR: Failed building wheel for mamba-ssm
ERROR: Could not build wheels for mamba-ssm, which is required to install pyproject.toml-based projectsfailedCondaEnvException: Pip failedhh应该是因为我没有启动cuda环境回去再弄。
输入：
source /data/home/sczc338/run/soft/cuda11.7/env.sh再输入：
conda env update -f environment.yaml然后就成功了！！！