diff --git a/Dockerfile.dev b/Dockerfile.dev
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--- /dev/null
+++ b/Dockerfile.dev
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+# 使用官方的paddle镜像作为基础
+FROM ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlex/paddlex:paddlex3.1.2-paddlepaddle3.0.0-gpu-cuda12.6-cudnn9.5-trt10.5
+
+# 设置工作目录
+WORKDIR /app
+
+# 设置环境变量
+ENV PYTHONUNBUFFERED=1 \
+    # 设置时区
+    TZ=Asia/Shanghai \
+    # 设置pip镜像地址，加快安装速度
+    PIP_INDEX_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+
+# 安装language-pack-en和openssh-server
+RUN apt update && \
+    apt install -y language-pack-en && \
+    apt install -y openssh-server
+
+# 配置SSH服务
+RUN mkdir /var/run/sshd && \
+    # 设置root密码，可根据需要修改
+    echo 'root:fcb0102' | chpasswd && \
+    # 允许root登录SSH
+    sed -i 's/#PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/sshd_config
+
+# 将当前目录内容复制到容器的/app内
+COPY . /app
+
+# 暴露22端口
+EXPOSE 22
+
+# 启动SSH服务
+CMD ["/usr/sbin/sshd", "-D"]
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diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml
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index 0000000..a21c6f0
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+++ b/docker-compose.dev.yml
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+services:
+  fcb_ai_dev:
+    image: fcb_ai_dev:0.0.7
+    build:
+      context: .
+      dockerfile: Dockerfile.dev
+    # 容器名称，可自定义
+    container_name: fcb_ai_dev
+    hostname: fcb_ai_dev
+    # 始终重启容器
+    restart: always
+    # 端口映射，根据需要修改主机端口
+    ports:
+      - "8022:22"
+    # 数据卷映射，根据实际路径修改
+    volumes:
+      - ./log:/app/log
+      - ./model:/app/model
+    # 启用GPU支持
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - device_ids: [ '0', '1' ]
+              capabilities: [ 'gpu' ]
+              driver: 'nvidia'
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