Unable to get the latest version of cuda(11.2) supported by the driver(450.80.02)

[jaiganeshp]

Hi,
I was able to get the 450.80.02 version of the driver by using this Daemonset on my GKE by using the script here: https://github.com/GoogleCloudPlatform/container-engine-accelerators/blob/master/nvidia-driver-installer/cos/daemonset-nvidia-v450.yaml.
450.80.02 is the minimum version of the Nvidia driver required for Cuda 11.2 according to the table here: https://docs.nvidia.com/deploy/cuda-compatibility/index.html#binary-compatibility.

So, after installing the latest version of the driver required for 11.2 and 11.3, I was expecting nvidia-smi command to show the Cuda version as 11.2 or 11.3, but it still only shows 11.0. Any idea on how I can get the cos container to use Cuda 11.2? Here's my output of nvidia-smi:

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 450.80.02    Driver Version: 450.80.02    CUDA Version: 11.0     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|                               |                      |               MIG M. |
|===============================+======================+======================|
|   0  Tesla V100-SXM2...  Off  | 00000000:00:04.0 Off |                    0 |
| N/A   35C    P0    24W / 300W |      0MiB / 16160MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+
                                                                               
+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|  No running processes found                                                 |
+-----------------------------------------------------------------------------+

And here's my output of nvcc -V:

nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2021 NVIDIA Corporation
Built on Sun_Feb_14_21:12:58_PST_2021
Cuda compilation tools, release 11.2, V11.2.152
Build cuda_11.2.r11.2/compiler.29618528_0