onnxruntime::python::CreateExecutionProviderInstance CUDA_PATH is set but CUDA wasnt able to be loaded. about onnxruntime HOT 2 CLOSED

C:\Users\nitin>nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2024 NVIDIA Corporation
Built on Wed_Apr_17_19:36:51_Pacific_Daylight_Time_2024
Cuda compilation tools, release 12.5, V12.5.40
Build cuda_12.5.r12.5/compiler.34177558_0

(venv) C:\sd\hallo-1.0.0>pip install -U torch==2.2.2+cu121 torchvision==0.17.2+cu121 xformers==0.0.25.post1 --index-url https://download.pytorch.org/whl/cu121
Looking in indexes: https://download.pytorch.org/whl/cu121, https://pypi.ngc.nvidia.com
Collecting torch==2.2.2+cu121
  Downloading https://download.pytorch.org/whl/cu121/torch-2.2.2%2Bcu121-cp310-cp310-win_amd64.whl (2454.8 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.5/2.5 GB 12.8 MB/s eta 0:00:00
Requirement already satisfied: torchvision==0.17.2+cu121 in c:\sd\hallo-1.0.0\venv\lib\site-packages (0.17.2+cu121)
Collecting xformers==0.0.25.post1
  Downloading https://download.pytorch.org/whl/cu121/xformers-0.0.25.post1-cp310-cp310-win_amd64.whl (208.7 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 208.7/208.7 MB 12.8 MB/s eta 0:00:00
Requirement already satisfied: filelock in c:\sd\hallo-1.0.0\venv\lib\site-packages (from torch==2.2.2+cu121) (3.15.4)
Requirement already satisfied: typing-extensions>=4.8.0 in c:\sd\hallo-1.0.0\venv\lib\site-packages (from torch==2.2.2+cu121) (4.12.2)
Requirement already satisfied: sympy in c:\sd\hallo-1.0.0\venv\lib\site-packages (from torch==2.2.2+cu121) (1.12.1)
Requirement already satisfied: networkx in c:\sd\hallo-1.0.0\venv\lib\site-packages (from torch==2.2.2+cu121) (3.3)
Requirement already satisfied: jinja2 in c:\sd\hallo-1.0.0\venv\lib\site-packages (from torch==2.2.2+cu121) (3.1.4)
Requirement already satisfied: fsspec in c:\sd\hallo-1.0.0\venv\lib\site-packages (from torch==2.2.2+cu121) (2024.6.1)
Requirement already satisfied: numpy in c:\sd\hallo-1.0.0\venv\lib\site-packages (from torchvision==0.17.2+cu121) (1.26.4)
Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in c:\sd\hallo-1.0.0\venv\lib\site-packages (from torchvision==0.17.2+cu121) (10.3.0)
Requirement already satisfied: MarkupSafe>=2.0 in c:\sd\hallo-1.0.0\venv\lib\site-packages (from jinja2->torch==2.2.2+cu121) (2.1.5)
Requirement already satisfied: mpmath<1.4.0,>=1.1.0 in c:\sd\hallo-1.0.0\venv\lib\site-packages (from sympy->torch==2.2.2+cu121) (1.3.0)
Installing collected packages: torch, xformers
  Attempting uninstall: torch
    Found existing installation: torch 2.2.1+cu121
    Uninstalling torch-2.2.1+cu121:
      Successfully uninstalled torch-2.2.1+cu121
  Attempting uninstall: xformers
    Found existing installation: xformers 0.0.25
    Uninstalling xformers-0.0.25:
      Successfully uninstalled xformers-0.0.25
Successfully installed torch-2.2.2+cu121 xformers-0.0.25.post1