cannot use cuda in pytorch

[huyuaaaray]

Hi,
I am using the CUDA to accelerate the YOLO prediction, but somehow it cannot using the cuda as the model device.
Examples:

• GNMT/PyTorch
• YOLO
• VS CODE

Basically, my GPU is:
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.98 Driver Version: 535.98 CUDA Version: 12.2 |
|-----------------------------------------+----------------------+----------------------+
| 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 RTX A1000 Laptop GPU WDDM | 00000000:01:00.0 Off | N/A |
| N/A 38C P0 8W / 38W | 0MiB / 4096MiB | 0% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+

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

Does this gpu support the cuda? And when i using the script:
if torch.cuda.is_available():
device = torch.device("cuda")
else:
device = torch.device("cpu")
it always shows i am using cpu.

Sincerely,
Yu Hu