diff --git a/packaging/windows/internal/cuda_install.bat b/packaging/windows/internal/cuda_install.bat
index d499ca1944c..5a6169dbec9 100644
--- a/packaging/windows/internal/cuda_install.bat
+++ b/packaging/windows/internal/cuda_install.bat
@@ -23,39 +23,12 @@ set CUDA_VERSION_STR=%CUDA_VER_MAJOR%.%CUDA_VER_MINOR%
 set CUDNN_FOLDER="cuda"
 set CUDNN_LIB_FOLDER="lib\x64"
 
-if %CUDA_VER% EQU 117 goto cuda117
 if %CUDA_VER% EQU 118 goto cuda118
 if %CUDA_VER% EQU 121 goto cuda121
 
 echo CUDA %CUDA_VERSION_STR% is not supported
 exit /b 1
 
-:cuda117
-
-set CUDA_INSTALL_EXE=cuda_11.7.0_516.01_windows.exe
-if not exist "%SRC_DIR%\temp_build\%CUDA_INSTALL_EXE%" (
-    curl -k -L "https://ossci-windows.s3.amazonaws.com/%CUDA_INSTALL_EXE%" --output "%SRC_DIR%\temp_build\%CUDA_INSTALL_EXE%"
-    if errorlevel 1 exit /b 1
-    set "CUDA_SETUP_FILE=%SRC_DIR%\temp_build\%CUDA_INSTALL_EXE%"
-    set "ARGS=thrust_11.7 nvcc_11.7 cuobjdump_11.7 nvprune_11.7 nvprof_11.7 cupti_11.7 cublas_11.7 cublas_dev_11.7 cudart_11.7 cufft_11.7 cufft_dev_11.7 curand_11.7 curand_dev_11.7 cusolver_11.7 cusolver_dev_11.7 cusparse_11.7 cusparse_dev_11.7 npp_11.7 npp_dev_11.7 nvjpeg_11.7 nvjpeg_dev_11.7 nvrtc_11.7 nvrtc_dev_11.7 nvml_dev_11.7"
-)
-
-set CUDNN_FOLDER=cudnn-windows-x86_64-8.5.0.96_cuda11-archive
-set "CUDNN_INSTALL_ZIP=%CUDNN_FOLDER%.zip"
-set CUDNN_LIB_FOLDER="lib"
-if not exist "%SRC_DIR%\temp_build\%CUDNN_INSTALL_ZIP%" (
-    curl -k -L "http://s3.amazonaws.com/ossci-windows/%CUDNN_INSTALL_ZIP%" --output "%SRC_DIR%\temp_build\%CUDNN_INSTALL_ZIP%"
-    if errorlevel 1 exit /b 1
-    set "CUDNN_SETUP_FILE=%SRC_DIR%\temp_build\%CUDNN_INSTALL_ZIP%"
-
-    rem Make sure windows path contains zlib dll
-    curl -k -L "http://s3.amazonaws.com/ossci-windows/zlib123dllx64.zip" --output "%SRC_DIR%\temp_build\zlib123dllx64.zip"
-    7z x "%SRC_DIR%\temp_build\zlib123dllx64.zip" -o"%SRC_DIR%\temp_build\zlib"
-    xcopy /Y "%SRC_DIR%\temp_build\zlib\dll_x64\*.dll" "C:\Windows\System32"
-)
-
-goto cuda_common
-
 :cuda118
 
 set CUDA_INSTALL_EXE=cuda_11.8.0_522.06_windows.exe