查看cuda版本
dpkg -l | grep cudai  libcudart11.0:amd64                        11.5.117~11.5.1-1ubuntu1                          amd64        NVIDIA CUDA Runtime Library
ii  nvidia-cuda-dev:amd64                      11.5.1-1ubuntu1                                   amd64        NVIDIA CUDA development files
ii  nvidia-cuda-gdb                            11.5.114~11.5.1-1ubuntu1                          amd64        NVIDIA CUDA Debugger (GDB)
ii  nvidia-cuda-toolkit                        11.5.1-1ubuntu1                                   amd64        NVIDIA CUDA development toolkit
ii  nvidia-cuda-toolkit-doc                    11.5.1-1ubuntu1                                   all          NVIDIA CUDA and OpenCL documentation
显示cuda是11.5
另外用命令
nvcc --version显示的cuda版本也是11.5
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
但是,我用另外一个命令,显示的cuda版本是12
nvidia-smiTue Jul  2 12:01:52 2024       
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 545.29.06              Driver Version: 545.29.06    CUDA Version: 12.3     |
|-----------------------------------------+----------------------+----------------------+
| 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 RTX 2000 Ada Gene...    Off | 00000000:01:00.0  On |                  N/A |
| N/A   39C    P8               4W /  60W |    896MiB /  8188MiB |      7%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------++---------------------------------------------------------------------------------------+
| Processes:                                                                            |
|  GPU   GI   CI        PID   Type   Process name                            GPU Memory |
|        ID   ID                                                             Usage      |
|=======================================================================================|
|    0   N/A  N/A      5772      G   /usr/lib/xorg/Xorg                          431MiB |
|    0   N/A  N/A      6265      G   /usr/bin/gnome-shell                        169MiB |
|    0   N/A  N/A     48970      G   ...seed-version=20240701-180127.641000       95MiB |
+---------------------------------------------------------------------------------------+tensorflow keras软件包版本
https://www.tensorflow.org/api_docs/python/tf/keras
tensorflow和numpy版本
tensorflow 2.2.0
numpy 1.19.5