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ModelZoo
ViT_migraphx
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f66e38a4
Commit
f66e38a4
authored
Sep 06, 2024
by
lijian6
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Modify README.md
Signed-off-by:
lijian
<
lijian6@sugon.com
>
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README.md
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f66e38a4
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@@ -16,16 +16,16 @@ Vision Transformer先将图像用卷积进行分块以降低计算量,再对
## 环境配置
### Docker(方法一)
```
docker pull image.sourcefind.cn:5000/dcu/admin/base/
custom:decode-ffmpeg
-dtk2
3
.04
docker pull image.sourcefind.cn:5000/dcu/admin/base/
migraphx:4.3.0-ubuntu20.04
-dtk2
4
.04
.1-py3.8
# <your IMAGE ID>用以上拉取的docker的镜像ID替换
docker run --shm-size 10g --network=host --name=vit_migraphx --privileged --device=/dev/kfd --device=/dev/dri --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v path_to_vit_migraphx:/home/vit_migraphx -it <your IMAGE ID> bash
docker run --shm-size 10g --network=host --name=vit_migraphx --privileged --device=/dev/kfd --device=/dev/dri --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v path_to_vit_migraphx:/home/vit_migraphx
-v /opt/hyhal:/opt/hyhal:ro
-it <your IMAGE ID> bash
```
### Dockerfile(方法二)
```
cd vit_migraphx/docker
docker build --no-cache -t vit_migraphx:test .
docker run --rm --shm-size 10g --network=host --name=vit_migraphx --privileged --device=/dev/kfd --device=/dev/dri --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v path_to_vit_migraphx:/home/vit_migraphx -it vit_migraphx:test bash
docker run --rm --shm-size 10g --network=host --name=vit_migraphx --privileged --device=/dev/kfd --device=/dev/dri --group-add video --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v path_to_vit_migraphx:/home/vit_migraphx
-v /opt/hyhal:/opt/hyhal:ro
-it vit_migraphx:test bash
```
## 数据集
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@@ -58,20 +58,19 @@ flower_photos
```
## 推理
### 编译
```
git clone https://developer.hpccube.com/codes/modelzoo/vit_migraphx.git
cd vit_migraphx
make
```
### 执行推理
```
./ViT_MIGraphX
```
根据提示选择要运行的示例程序,比如执行
```
./ViT_MIGraphX --models=Models/model.onnx --input=flower_photos/daisy/
cd vit_migraphx/Python/
1、将flower_photos数据集解压到当前目录。
2、使用migraphx推理:
python infer_migraphx.py
3、使用torch进行推理:
python infer_pytroch.py ./flower_photos/daisy/
```
运行ViT模型,对daisy图片进行分类
## result
...
...
docker/Dockerfile
View file @
f66e38a4
FROM
image.sourcefind.cn:5000/dcu/admin/base/
custom:decode-ffmpeg
-dtk2
3
.04
FROM
image.sourcefind.cn:5000/dcu/admin/base/
migraphx:4.3.0-ubuntu20.04
-dtk2
4
.04
.1-py3.8
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