Error building extensions

[lightandshadow68]

I'm attempting to install BasicSR via pip and conda.

After setting the environment variable to enable extension compilation, when I build I receive the following error.

 The detected CUDA version (11.5) mismatches the version that was used to compile
  PyTorch (12.1). Please make sure to use the same CUDA versions.

However, when I check the versions of the drivers and CUDA installed, I receive....

(ml) ubuntu@ip-10-0-83-223:~$ nvidia-smi
Thu Aug 22 18:07:23 2024       
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.183.01             Driver Version: 535.183.01   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| 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 T4                       Off | 00000000:00:1E.0 Off |                    0 |
| N/A   26C    P8               9W /  70W |      2MiB / 15360MiB |      0%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+
                                                                                         
+---------------------------------------------------------------------------------------+
| Processes:                                                                            |
|  GPU   GI   CI        PID   Type   Process name                            GPU Memory |
|        ID   ID                                                             Usage      |
|=======================================================================================|
|  No running processes found                                                           |
+---------------------------------------------------------------------------------------+
(ml) ubuntu@ip-10-0-83-223:~$ nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2021 NVIDIA Corporation
Built on Thu_Nov_18_09:45:30_PST_2021
Cuda compilation tools, release 11.5, V11.5.119
Build cuda_11.5.r11.5/compiler.30672275_0

What's odd is that nvcc and Nvidia-smi do not seem to agree on the version of CUDA installed, or it's referring to the toolkit version, which is different than the actual CUDA api?