diff --git a/gpu-dockerfile b/gpu-dockerfile
index 831a9ca..7759f60 100644
--- a/gpu-dockerfile
+++ b/gpu-dockerfile
@@ -18,12 +18,8 @@ RUN apt-get update && apt-get install -y libicu-dev wget && \
   tar -xzvf /q/qli-Client-${version}-Linux-x64.tar.gz -C /q/ && \ 
   rm /q/qli-Client-${version}-Linux-x64.tar.gz && \   
   mv /q/qli-Client /q/trainer 
-RUN  wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb \
-  sudo dpkg -i cuda-keyring_1.1-1_all.deb \
-  sudo apt update -y \ 
-  sudo apt -y install cuda-toolkit \ 
-  export LD_LIBRARY_PATH=/usr/local/cuda-12.2/lib64:${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}\
-  rm cuda-keyring_1.1-1_all.deb
+RUN  wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb 
+RUN sudo dpkg -i cuda-keyring_1.1-1_all.deb  && sudo apt update -y && sudo apt -y install cuda-toolkit && export LD_LIBRARY_PATH=/usr/local/cuda-12.2/lib64:${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}} && rm cuda-keyring_1.1-1_all.deb
 
 # 设置工作目录
 WORKDIR /q