46 lines
1.6 KiB
Markdown
46 lines
1.6 KiB
Markdown
# enginex-ascend-910-vc-cnn
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运行于【昇腾-910】系列算力卡的【视觉分类】引擎，基于 CNN 架构，支持 BEiT、MobileViT 等流行模型
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## QuickStart
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1、从 modelscope上下载视觉分类的模型，例如 microsoft/beit-base-patch16-224
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```python
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modelscope download --model microsoft/beit-base-patch16-224 README.md --local_dir /mnt/contest_ceph/zhoushasha/models/microsoft/beit_base_patch16_224_pt22k_ft22k
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```
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2、使用Dockerfile生成镜像
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从仓库的【软件包】栏目下载基础镜像 git.modelhub.org.cn:9443/enginex-ascend/quay.io/ascend/vllm-ascend:v0.10.0rc1
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使用 Dockerfile_ascend 生成 镜像
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```python
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docker build -f Dockerfile_ascend -t ascend-my:v3 .
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```
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注意 Dockerfile_ascend 中已预先将模型 microsoft_beit_base_patch16_224_pt22k_ft22k 放在了 /model 下面
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3、启动docker
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```python
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docker run -it --rm \
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-p 10086:80 \
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--name test-ascend-my-1 \
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-v `pwd`:/host \
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-e ASCEND_VISIBLE_DEVICES=1 \
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--device /dev/davinci1:/dev/davinci0 \
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--device /dev/davinci_manager \
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--device /dev/devmm_svm \
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--device /dev/hisi_hdc \
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-v /mnt:/mnt \
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-v /usr/local/dcmi:/usr/local/dcmi \
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-v /usr/local/bin/npu-smi:/usr/local/bin/npu-smi \
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-v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ \
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-v /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info \
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-v /etc/ascend_install.info:/etc/ascend_install.info \
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--privileged \
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ascend-my:v3
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```
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4、测试服务
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```python
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curl -X POST http://localhost:10086/v1/private/s782b4996 \
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> -F "image=@/home/zhoushasha/models/026_0010.jpg"
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```
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