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ModelZoo
SSD_pytorch
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2d4b4913
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2d4b4913
authored
Nov 06, 2024
by
dcuai
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@@ -11,16 +11,35 @@ SSD通过在每个特征图上直接预测边界框和类别概率,使用多
## 环境配置
### Docker
### Docker
(方法一)
```
bash
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-
centos7.6
-dtk24.04-py310
docker run
-it
--shm-size
80g
--network
=
host
--name
=
SSD
--privileged
--device
=
/dev/kfd
--device
=
/dev/dri
--group-add
video
--cap-add
=
SYS_PTRACE
--security-opt
seccomp
=
unconfined image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-
centos7.6
-dtk24.04-py310 bin/bash
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-
ubuntu20.04
-dtk24.04
.1
-py3
.
10
docker run
-it
--shm-size
80g
--network
=
host
--name
=
SSD
--privileged
--device
=
/dev/kfd
--device
=
/dev/dri
--group-add
video
--cap-add
=
SYS_PTRACE
--security-opt
seccomp
=
unconfined image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-
ubuntu20.04
-dtk24.04
.1
-py3
.
10 bin/bash
```
其它非深度学习库参照requirements.txt安装:
```
pip install -r requirements.txt
pip install pycocotools
```
### Dockerfile(方法二)
### Anaconda(方法三)
1、关于本项目DCU显卡所需的特殊深度学习库可从光合开发者社区下载安装: https://developer.hpccube.com/tool/
```
DTK软件栈: dtk24.04.1
python: python3.10
torch: 2.1.0
torchvision: 0.16.0
```
2、其它非深度学习库参照requirements.txt安装:
```
pip install -r requirements.txt
pip install pycocotools
```
Tips:以上dtk软件栈、python、torch、mmcv等DCU相关工具版本需要严格一一对应
## 数据集
#### 小数据集
...
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