Nivida-smi shows different mesages under wsl and windows

Hi Folks,

I ran into this issue after i installed cuda toolkit on windows(11) wsl (ubuntu 18.0.4).

when i started a program using gpu and ran nvidia-smi command in powershell: i got:
PS C:\Users\lenovo> nvidia-smi.exe
Mon Nov 1 09:23:51 2021
±----------------------------------------------------------------------------+
| NVIDIA-SMI 510.06 Driver Version: 510.06 CUDA Version: 11.6 |
|-------------------------------±---------------------±---------------------+
| GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 NVIDIA GeForce … WDDM | 00000000:01:00.0 Off | N/A |
| N/A 73C P0 50W / N/A | 3040MiB / 4096MiB | 99% Default |
| | | N/A |
±------------------------------±---------------------±---------------------+

±----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 4 C+G Insufficient Permissions N/A |
±----------------------------------------------------------------------------+

Then I enter wsl and run the same command again, it shows the message below:
lhl@LAPTOP-CJ83B6AD:/mnt/c/Users/lenovo$ nvidia-smi
Mon Nov 1 09:34:31 2021
±----------------------------------------------------------------------------+
| NVIDIA-SMI 510.00 Driver Version: 510.06 CUDA Version: 11.6 |
|-------------------------------±---------------------±---------------------+
| 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 NVIDIA GeForce … On | 00000000:01:00.0 Off | N/A |
| N/A 62C P8 3W / N/A | 114MiB / 4096MiB | N/A Default |
| | | N/A |
±------------------------------±---------------------±---------------------+

±----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| No running processes found |
±----------------------------------------------------------------------------+

I have no idea what is going on and look forward to some help from the cummunity to help me sort it out.
Thanks a lot.

Best Regards,
Elzed