README.md 1.9 KB
Newer Older
zhuwenwen's avatar
zhuwenwen committed
1
2
# <div align="center"><strong>OpenFold</strong></div>
## 简介
zhuwenwen's avatar
zhuwenwen committed
3
OpenFold是蛋白质结构预测模型训练和推理的库,主要提供以下功能:蛋白质单体和多体的训练和推理。
Gustaf Ahdritz's avatar
Gustaf Ahdritz committed
4

zhuwenwen's avatar
zhuwenwen committed
5
6
7
8
9
## 安装
OpenFold支持
+ Python 3.7.
+ Python 3.8.
+ Python 3.9.
Gustaf Ahdritz's avatar
Gustaf Ahdritz committed
10

zhuwenwen's avatar
zhuwenwen committed
11
### 使用源码编译方式安装
Gustaf Ahdritz's avatar
Gustaf Ahdritz committed
12

zhuwenwen's avatar
zhuwenwen committed
13
#### 编译环境准备
zhuwenwen's avatar
zhuwenwen committed
14
提供2种环境准备方式:
Gustaf Ahdritz's avatar
Gustaf Ahdritz committed
15

zhuwenwen's avatar
zhuwenwen committed
16
17
1. 基于光源pytorch基础镜像环境:镜像下载地址:[https://sourcefind.cn/#/image/dcu/pytorch](https://sourcefind.cn/#/image/dcu/pytorch),根据pytorch、python、dtk及系统下载对应的镜像版本。

zhuwenwen's avatar
zhuwenwen committed
18
2. 基于现有python环境:安装pytorch,pytorch whl包下载目录:[https://cancon.hpccube.com:65024/4/main/pytorch/dtk23.10](https://cancon.hpccube.com:65024/4/main/pytorch/dtk23.10),根据python、dtk版本,下载对应pytorch的whl包。安装命令如下:
zhuwenwen's avatar
zhuwenwen committed
19
```shell
zhuwenwen's avatar
zhuwenwen committed
20
21
pip install torch* (下载的torch的whl包)
pip install setuptools==59.5.0 wheel
Gustaf Ahdritz's avatar
Gustaf Ahdritz committed
22
23
```

zhuwenwen's avatar
zhuwenwen committed
24
#### 源码编译安装
zhuwenwen's avatar
zhuwenwen committed
25
```shell
zhuwenwen's avatar
zhuwenwen committed
26
git clone https://developer.hpccube.com/codes/aicomponent/openfold  # 根据需要的分支进行切换
zhuwenwen's avatar
zhuwenwen committed
27
```
zhuwenwen's avatar
zhuwenwen committed
28

zhuwenwen's avatar
zhuwenwen committed
29
30
31
- 提供2种源码编译方式(进入openfold目录):
```
1. 编译whl包并安装
zhuwenwen's avatar
zhuwenwen committed
32
export CPLUS_INCLUDE_PATH=$ROCM_PATH/include:$ROCM_PATH/cuda/targets/x86_64-linux/include:$CPLUS_INCLUDE_PATH
zhuwenwen's avatar
zhuwenwen committed
33
34
python setup.py bdist_wheel 
pip install dist/openfold*
zhuwenwen's avatar
zhuwenwen committed
35

zhuwenwen's avatar
zhuwenwen committed
36
2. 源码编译安装
zhuwenwen's avatar
zhuwenwen committed
37
export CPLUS_INCLUDE_PATH=$ROCM_PATH/include:$ROCM_PATH/cuda/targets/x86_64-linux/include:$CPLUS_INCLUDE_PATH
zhuwenwen's avatar
zhuwenwen committed
38
python3 setup.py install 
Gustaf Ahdritz's avatar
Gustaf Ahdritz committed
39
```
Gustaf Ahdritz's avatar
Add DOI  
Gustaf Ahdritz committed
40

zhuwenwen's avatar
zhuwenwen committed
41
#### 注意事项
zhuwenwen's avatar
zhuwenwen committed
42
43
44
+ 若使用 pip install 下载安装过慢,可添加源:-i https://pypi.tuna.tsinghua.edu.cn/simple/

## 验证
zhuwenwen's avatar
zhuwenwen committed
45
46
47
48
- python -c "import openfold; print(openfold.\_\_version__)",版本号与官方版本同步,查询该软件的版本号,例如1.0.1;

## Known Issue
-
zhuwenwen's avatar
zhuwenwen committed
49

zhuwenwen's avatar
zhuwenwen committed
50
## 参考资料
zhuwenwen's avatar
zhuwenwen committed
51
- [README_ORIGIN](README_ORIGIN.md)
zhuwenwen's avatar
zhuwenwen committed
52
- [https://github.com/aqlaboratory/openfold](https://github.com/aqlaboratory/openfold)