After installed the cuda 11.1, cudnn 8.0, pytorch with gpu, the cuda is still not available.
Here is some result from some of the command.
nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2020 NVIDIA Corporation
Built on Tue_Sep_15_19:12:04_Pacific_Daylight_Time_2020
Cuda compilation tools, release 11.1, V11.1.74
Build cuda_11.1.relgpu_drvr455TC455_06.29069683_0
nvidia-smi
Mon Oct 4 14:00:04 2021
±----------------------------------------------------------------------------+
| NVIDIA-SMI 472.12 Driver Version: 472.12 CUDA Version: 11.4 |
|-------------------------------±---------------------±---------------------+
| 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 | 00000000:0A:00.0 On | N/A |
| 32% 41C P0 55W / 215W | 2505MiB / 8192MiB | 5% Default |
| | | N/A |
±------------------------------±---------------------±---------------------+
±----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 1192 C+G Insufficient Permissions N/A |
| 0 N/A N/A 2940 C+G …perience\NVIDIA Share.exe N/A |
| 0 N/A N/A 4256 C+G …me\Application\chrome.exe N/A |
| 0 N/A N/A 5684 C+G C:\Windows\explorer.exe N/A |
| 0 N/A N/A 9944 C+G …w5n1h2txyewy\SearchUI.exe N/A |
| 0 N/A N/A 16092 C+G …bbwe\Microsoft.Photos.exe N/A |
| 0 N/A N/A 16672 C+G …er_engine\wallpaper32.exe N/A |
| 0 N/A N/A 16820 C+G …wekyb3d8bbwe\Video.UI.exe N/A |
| 0 N/A N/A 19504 C+G …0.15.0\GoogleDriveFS.exe N/A |
| 0 N/A N/A 21376 C+G …8wekyb3d8bbwe\GameBar.exe N/A |
±----------------------------------------------------------------------------+
python -m torch.utils.collect_env
PyTorch version: 1.9.1+cu111
Is debug build: False
CUDA used to build PyTorch: 11.1
ROCM used to build PyTorch: N/A
OS: Microsoft Windows 10 Education
GCC version: (MinGW.org GCC-6.3.0-1) 6.3.0
Clang version: Could not collect
CMake version: version 3.21.3
Libc version: N/A
Python version: 3.9 (64-bit runtime)
Python platform: Windows-10-10.0.18363-SP0
Is CUDA available: False
CUDA runtime version: 11.1.74
GPU models and configuration: GPU 0: NVIDIA GeForce RTX 2070 SUPER
Nvidia driver version: 472.12
cuDNN version: C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.1\bin\cudnn_ops_train64_8.dll
HIP runtime version: N/A
MIOpen runtime version: N/A
Versions of relevant libraries:
[pip3] numpy==1.19.5
[pip3] torch==1.9.1+cu111
[pip3] torchaudio==0.9.1
[pip3] torchvision==0.10.1+cu111
[conda] cudatoolkit 11.4.2 h0e0bcb6_9 conda-forge
[conda] numpy 1.19.5 pypi_0 pypi
[conda] torch 1.9.1+cu111 pypi_0 pypi
[conda] torchvision 0.10.1+cu111 pypi_0 pypi
And GPU is also not available in tensorflow too. Help please!