diff --git a/cudnn-cuda-11.spec b/cudnn-cuda-11.spec
new file mode 100644
index 0000000000000000000000000000000000000000..181ab1037ecfd47371cb6369e3c07ac6b6440472
--- /dev/null
+++ b/cudnn-cuda-11.spec
@@ -0,0 +1,76 @@
+%define anolis_release 1
+
+%global cuda_main_version 11
+%global so_main_version 8
+%global so_full_version 8.9.3
+
+Name:    cudnn-cuda-%{cuda_main_version}
+Version: 8.9.3.28
+Release: %{anolis_release}%{?dist}
+License: NVIDIA Proprietary
+URL:     https://developer.nvidia.com/cudnn
+Summary: NVIDIA CUDA® Deep Neural Network library 
+# download from https://developer.nvidia.com/rdp/cudnn-download
+Source0: cudnn-linux-x86_64-%{version}_cuda%{cuda_main_version}-archive.tar.xz
+Source1: cudnn-linux-sbsa-%{version}_cuda%{cuda_main_version}-archive.tar.xz
+
+ExclusiveArch: x86_64 aarch64
+
+%description
+The NVIDIA CUDA® Deep Neural Network library (cuDNN) is a GPU-accelerated library
+of primitives for deep neural networks.
+cuDNN provides highly tuned implementations for standard routines
+such as forward and backward convolution, pooling, normalization, and activation layers.
+
+%package -n libcudnn-cuda-%{cuda_main_version}
+Summary: cuDNN runtime libraries
+
+%description -n libcudnn-cuda-%{cuda_main_version}
+cuDNN runtime libraries containing primitives for deep neural networks.
+
+%package -n libcudnn-devel-cuda-%{cuda_main_version}
+Summary: cuDNN development libraries and headers
+Requires: libcudnn-cuda-%{cuda_main_version} = %{version}-%{release}
+
+%description -n libcudnn-devel-cuda-%{cuda_main_version}
+cuDNN development libraries and headers. cuDNN provides primitives for deep
+neural networks.
+
+%global cudnn_archive_dir cudnn-linux-x86_64-%{version}_cuda%{cuda_main_version}-archive
+%ifarch aarch64
+%global cudnn_archive_dir cudnn-linux-sbsa-%{version}_cuda%{cuda_main_version}-archive
+%endif
+
+%prep
+rm -rf cuda-%{version}
+mkdir cuda-%{version}
+cd cuda-%{version}
+tar xf %{_sourcedir}/%{cudnn_archive_dir}.tar.xz
+
+%build
+cp cuda-%{version}/%{cudnn_archive_dir}/LICENSE .
+
+%install
+mkdir -p %{buildroot}
+mkdir -p %{buildroot}%{_includedir}
+mkdir -p %{buildroot}%{_libdir}
+
+pushd cuda-%{version}/%{cudnn_archive_dir}
+cp include/*.h %{buildroot}%{_includedir}/
+cp -d lib/libcudnn* %{buildroot}%{_libdir}/
+popd
+
+%files -n libcudnn-cuda-%{cuda_main_version}
+%license LICENSE
+/usr/lib64/libcudnn*.so.%{so_main_version}
+/usr/lib64/libcudnn*.so.%{so_full_version}
+
+%files -n libcudnn-devel-cuda-%{cuda_main_version}
+%license LICENSE
+/usr/include/cudnn*.h
+/usr/lib64/libcudnn*.a
+/usr/lib64/libcudnn*.so
+
+%changelog
+* Tue Feb 27 2024 Chunmei Xu <xuchunmei@linux.alibaba.com> - 8.9.3.28-1
+- cudnn 8.9.3.28 for cuda11.8
diff --git a/download b/download
new file mode 100644
index 0000000000000000000000000000000000000000..e3fd036b56a35360e208b02a8ec7d65fc38967fc
--- /dev/null
+++ b/download
@@ -0,0 +1,2 @@
+1553f42948f02f2878c78a6e3955d3b5  cudnn-linux-sbsa-8.9.3.28_cuda11-archive.tar.xz
+db8ca1550d7b428cbdd1e92f58c68851  cudnn-linux-x86_64-8.9.3.28_cuda11-archive.tar.xz