Commit 68c40ec3 authored by dcuai's avatar dcuai
Browse files

Update README.md

parent a327b27b
......@@ -18,38 +18,41 @@ U-Net 的核心原理如下:
## 环境配置
### Docker(方法一)
```
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:1.13.1-centos7.6-dtk-23.04-py37-latest
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-centos7.6-dtk24.04-py310
docker run -it --network=host --name=unet --privileged --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size=32G --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -u root --ulimit stack=-1:-1 --ulimit memlock=-1:-1 image.sourcefind.cn:5000/dcu/admin/base/pytorch:1.10.0-centos7.6-dtk-23.04-py37-latest
docker run -it --network=host --name=unet --privileged -v /opt/hyhal:/opt/hyhal:ro --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size=32G --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -u root --ulimit stack=-1:-1 --ulimit memlock=-1:-1 image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-centos7.6-dtk24.04-py310
cd /path/unet-pytorch
pip install -r requirements.txt
pip install NumPy==1.23.5
```
### Dockerfile(方法二)
```
docker build --no-cache -t unet:latest .
docker run -dit --network=host --name=unet --privileged --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size=16G --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -u root --ulimit stack=-1:-1 --ulimit memlock=-1:-1 unet:latest
docker run -dit --network=host --name=unet --privileged -v /opt/hyhal:/opt/hyhal:ro --device=/dev/kfd --device=/dev/dri --ipc=host --shm-size=16G --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -u root --ulimit stack=-1:-1 --ulimit memlock=-1:-1 unet:latest
docker exec -it unet /bin/bash
cd /path/unet-pytorch
pip install -r requirements.txt
pip install NumPy==1.23.5
```
### Anaconda(方法三)
关于本项目DCU显卡所需的特殊深度学习库可从[光合](https://developer.hpccube.com/tool/)开发者社区下载安装。
```
DTK驱动:dtk23.04
python:python3.7
apex:0.1+f49ddd4.abi0.dtk2304.torch1.13
torch:1.13.1+git55d300e.abi0.dtk2304
torchvision:0.14.1+git9134838.abi0.dtk2304.torch1.13
DTK驱动:dtk24.04
python:python3.10
apex:1.1.0+0dd7f68.abi0.dtk2404.torch2.1
torch:2.1.0+git00661e0.abi0.dtk2404
torchvision:0.16.0+gitc9e7141.abi0.dtk2404.torch2.1
```
`Tips:以上dtk驱动、python等DCU相关工具版本需要严格一一对应`
其它非深度学习库参照requirements.txt安装:
```
pip install -r requirements.txt
pip install NumPy==1.23.5
```
## 数据集
......@@ -73,6 +76,9 @@ bash scripts/download_data.sh
```
## 训练
关闭wandb
wandb disabled
### 单机单卡
```
python train.py
......
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