diff --git a/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1 b/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1
index 79f9b2ada7..c95bbc290f 100644
--- a/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1
+++ b/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1
@@ -28,7 +28,7 @@ Switch ($cudaVersion) {
   }
   "11.8" {
     $toolkitInstaller = "cuda_11.8.0_522.06_windows.exe"
-    $cudnn_subfolder = "cudnn-windows-x86_64-8.5.0.96_cuda11-archive"
+    $cudnn_subfolder = "cudnn-windows-x86_64-8.7.0.84_cuda11-archive"
     $installerArgs += " cuda_profiler_api_$cudaVersion"
   }
 }