forked from EngineX-Ascend/enginex-ascend-910-diffusers
update readme
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FROM git.modelhub.org.cn:980/enginex-iluvatar/mr100_corex:4.3.0
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WORKDIR /workspace
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COPY whls-mrv100 /packages
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RUN pip install diffusers==0.34.0 sentencepiece transformers==4.55.2
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# RUN pip install /packages/*.whl
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COPY main.py test.sh dataset.json /workspace/
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README.md
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README.md
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## Installation
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参考Dockerfile,构建运行镜像
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## Quickstart
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### 测试程序
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1. 下载模型:https://modelscope.cn/models/AI-ModelScope/stable-diffusion-v1-5
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2. 运行测试程序
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修改测试程序`test.py`里面的模型路径,直接执行即可
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### 构建镜像
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```bash
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python3 test.py
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docker build -t diffusers:v0.1 .
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```
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### 批量测试程序
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1. 准备输入数据集`dataset.json`,可以参考示例`dataset.json`
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2. 运行测试程序
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### 模型下载
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模型地址:https://modelscope.cn/models/AI-ModelScope/stable-diffusion-v1-5
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并放到目录:`/mnt/contest_ceph/zhanghao/models/stable-diffusion-v1-5`(如更改目录,请修改后面的执行脚本中的模型路径)
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### 测试程序
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1. 准备输入数据集,可以参考示例`dataset.json`
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2. 在docker镜像里运行测试程序,会根据`dataset.json`内容,在`output`目录下生成图片文件。
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```bash
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python3 main.py --model "/mnt/contest_ceph/zhanghao/models/stable-diffusion-v1-5" --json "dataset.json" --results "results.json" --outdir "output" --device cuda --dtype fp16
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./run_in_docker.sh
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```
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## 测试结果
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#! /usr/bin/env bash
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image=harbor-contest.4pd.io/zhanghao/diffusers:bi100-0.2
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docker run -it -v /root/zhanghao:/workspace -v /mnt:/mnt --device=dev/iluvatar1:/dev/iluvatar0 $image bash
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image=diffusers:v0.1
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docker run -v /mnt/contest_ceph/zhanghao/models/stable-diffusion-v1-5:/workspace/stable-diffusion-v1-5 --device=dev/iluvatar1:/dev/iluvatar0 $image python3 main.py --model "./stable-diffusion-v1-5" --json "dataset.json" --results "results.json" --outdir "output" --device cuda --dtype fp16
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run_in_docker_bi100.sh
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3
run_in_docker_bi100.sh
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#! /usr/bin/env bash
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image=harbor-contest.4pd.io/zhanghao/diffusers:bi100-0.2
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docker run -it -v /root/zhanghao:/workspace -v /mnt:/mnt --device=dev/iluvatar1:/dev/iluvatar0 $image bash
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