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ModelZoo
ResNet50v1.5_pytorch
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a2f4bd4b
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a2f4bd4b
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Sep 21, 2024
by
dcuai
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Update dtk24.04.1
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@@ -31,37 +31,32 @@ ResNet50v1.5的算法原理是利用残差连接和深层卷积层来构建更
### Docker(方法一)
此处提供
[
光源
](
https://www.sourcefind.cn/#/service-details
)
拉取docker镜像的地址与使用步骤
```
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:1.13.1-centos7.6-dtk-23.04.1-py38-latest
docker pull image.sourcefind.cn:5000/dcu/admin/base/pytorch:2.1.0-ubuntu20.04-dtk24.04.1-py3.10
docker run -it -v /path/your_code_data/:/path/your_code_data/ -v /opt/hyhal:/opt/hyhal --shm-size=32G --privileged=true --device=/dev/kfd --device=/dev/dri/ --group-add video --name docker_name imageID bash
docker run -it -v /path/your_code_data/:/path/your_code_data/ --shm-size=32G --privileged=true --device=/dev/kfd --device=/dev/dri/ --group-add video --name docker_name imageID bash
#进入容器后
pip install pynvml
```
### Dockerfile(方法二)
此处提供dockerfile的使用方法
```
cd ./docker
docker build --no-cache -t resnet:v1.5 .
docker run -it -v /path/your_code_data/:/path/your_code_data/ --shm-size=32G --privileged=true --device=/dev/kfd --device=/dev/dri/ --group-add video --name docker_name imageID bash
#进入容器后
pip install pynvml
docker run -it -v /path/your_code_data/:/path/your_code_data/ -v /opt/hyhal:/opt/hyhal --shm-size=32G --privileged=true --device=/dev/kfd --device=/dev/dri/ --group-add video --name docker_name imageID bash
```
### Anaconda(方法三)
此处提供本地配置、编译的详细步骤,例如:
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
.04.1
python:python3.
8
torch:
1.13
torchvision:0.1
4.1
DTK驱动:dtk2
4
.04.1
python:python3.
10
torch:
2.1.0
torchvision:0.1
6.0
```
`Tips:以上dtk驱动、python、p
addle
等DCU相关工具版本需要严格一一对应`
`Tips:以上dtk驱动、python、p
ytorch
等DCU相关工具版本需要严格一一对应`
另外需要安装如下三方库
```
pip install pyyaml
pip install pynvml
```
## 数据集
Imagenet
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