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ModelZoo
ResNet50_oneflow
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6bba0afd
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authored
Oct 26, 2023
by
“yuguo”
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...
@@ -27,6 +27,29 @@ cd /home/resnet50_oneflow
...
@@ -27,6 +27,29 @@ cd /home/resnet50_oneflow
pip install -r requirements.txt
pip install -r requirements.txt
```
```
### Conda
1.
创建conda虚拟环境:
```
plaintext
conda create -n resnet python=3.9
```
关于本项目DCU显卡所需的工具包、深度学习库等均可从
[
光合
](
https://developer.hpccube.com/tool/
)
开发者社区下载安装。
-
[
DTK-22.10.1
](
https://cancon.hpccube.com:65024/1/main/DTK-22.10.1
)
-
[
Oneflow-0.9
](
https://cancon.hpccube.com:65024/4/main/oneflow/dtk22.10
)
Tips:以上dtk驱动、python等工具版本需要严格一一对应。
其它依赖库参照requirements.txt安装:
```
plaintext
cd resnet50_oneflow
pip install -r requirements.txt
```
## 数据集
## 数据集
我们考虑到imagenet数据集比较庞大,为了用户可以使用OneFlow快速进行Resnet50的训练验证,采用mini-imagenet小数据集。如果需要原始数据需要参考该链接https://github.com/Oneflow-Inc/models/tree/main/Vision/classification/image/resnet50#prepare-ofrecord-for-the-full-imagenet-dataset进行转换为ofrecord
我们考虑到imagenet数据集比较庞大,为了用户可以使用OneFlow快速进行Resnet50的训练验证,采用mini-imagenet小数据集。如果需要原始数据需要参考该链接https://github.com/Oneflow-Inc/models/tree/main/Vision/classification/image/resnet50#prepare-ofrecord-for-the-full-imagenet-dataset进行转换为ofrecord
...
@@ -99,7 +122,7 @@ ofrecord-imagenet
...
@@ -99,7 +122,7 @@ ofrecord-imagenet
-
https://developer.hpccube.com/codes/modelzoo/resnet50_oneflow
-
https://developer.hpccube.com/codes/modelzoo/resnet50_oneflow
## 参考
## 参考
资料
*
https://github.com/Oneflow-Inc/models/tree/main/Vision/classification/image/resnet50
*
https://github.com/Oneflow-Inc/models/tree/main/Vision/classification/image/resnet50
*
https://github.com/Oneflow-Inc/oneflow
*
https://github.com/Oneflow-Inc/oneflow
\ No newline at end of file
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