Comments (4)
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from mim.
感谢反馈!
mim install 相对于 pip install 的变化有两点:
- 自动构造出 mmcv 的预编译包下载链接
- 自动处理和安装下游算法库对上游算法库以及 mmcv 的依赖
“自定安装依赖”指的是 mim install 会“自动处理安装对上游算法库和 mmcv 的依赖”吗,如果担忧的是这个问题的话,推荐只使用 mim install mmcv 即可。
在一个环境中,如果需要同时安装多个算法库,这些算法库对 mmcv 的版本依赖不同,这个时候使用 mim 来安装这些算法库,则可以自动的找到一个最合适的 mmcv 版本进行安装。
from mim.
直接用 pip install 不好么 ? 造这个轮子的意义是啥 ? @ice-tong
from mim.
直接用 pip install 不好么 ? 造这个轮子的意义是啥 ? @ice-tong
哈喽 @Pillar1989 ,感谢对 mim 的关注~
mim install 只是 mim 其中一个功能,mim 除了提供包安装功能之外,还提供预训练模型查询下载功能,和各算法库脚本统一调用功能。
至于 mim install,它的存在主要解决了两个问题:
- 早期 OpenMMLab 算法库打包发布机制尚未健全,通过 pip install 无法安装无法获取模型管理和脚本调用所需的资源文件,因此通过 mim install 来应对此问题。
- pip install 暂时无法从 pypi 上下载对应环境所需要的预编译包,需要下载源码编译或者手动构造预编译包链接。mim install 则会自动的根据当前环境构造预编译包链接,并下载安装。
mim 不止于 mim install 一个功能,mim install 从现阶段来看也有其存在的意义,所以 mim 并不是重复造轮子的工作。 ^_^
from mim.
Related Issues (20)
- Can we submit the mim command asynchronously? HOT 1
- Make openmim available on conda-forge HOT 22
- Problems with using --srun-args "--async -o ${work_dir} " on Slurm HOT 2
- TypeError: argument of type 'method' is not iterable on install of mmdetection HOT 1
- Can it be used in Windows and Python virtual environments? HOT 4
- [Feature Request] Mim download config without checkpoint HOT 1
- mim source config and proxy info config
- fix bug for 'TypeError: argument of type 'method' is not iterable' HOT 1
- mim: command not found HOT 5
- Support print_config
- install fail HOT 1
- mim train
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- [Bug] mmengine version not upgrade to the latest version using mim HOT 1
- mim conflicts with pip and doesn't allow installing mmdet when using pip==23.2.1 (repeated download)
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- Build Wheel only use one cpu core HOT 1
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from mim.