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ModelZoo
UNet_pytorch
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68c40ec3
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68c40ec3
authored
Aug 16, 2024
by
dcuai
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Update README.md
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README.md
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@@ -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
.1
3.1
-centos7.6-dtk
-23
.04-py3
7-latest
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:
2
.1
.0
-centos7.6-dtk
24
.04-py3
10
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
.1
0
.0-centos7.6-dtk
-23
.04-py3
7-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-dtk
24
.04-py3
10
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:dtk2
3
.04
python:python3.
7
apex:
0
.1
+f49ddd4
.abi0.dtk2
3
04.torch
1
.1
3
torch:
1
.1
3.1
+git
55d300e
.abi0.dtk2
3
04
torchvision:0.1
4.1
+git
9134838
.abi0.dtk2
3
04.torch
1
.1
3
DTK驱动:dtk2
4
.04
python:python3.
10
apex:
1
.1
.0+0dd7f68
.abi0.dtk2
4
04.torch
2
.1
torch:
2
.1
.0
+git
00661e0
.abi0.dtk2
4
04
torchvision:0.1
6.0
+git
c9e7141
.abi0.dtk2
4
04.torch
2
.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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