在ubuntu20.04上运行tensorflow时“无法加载动态库‘libcudnn.so.8’”
注意:有许多类似的问题,但针对不同版本的 ubuntu 和有些不同的特定库。我一直无法弄清楚符号链接的哪些组合,诸如此类的附加环境变量LD_LIBRARY_PATH会起作用
这是我的nvidia配置
$ nvidia-smi
Tue Apr 6 11:35:54 2021
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 450.80.02 Driver Version: 450.80.02 CUDA Version: 11.0 |
|-------------------------------+----------------------+----------------------+
| 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 GeForce RTX 2070 Off | 00000000:01:00.0 Off | N/A |
| 18% 25C P8 9W / 175W | 25MiB / 7982MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 1081 G /usr/lib/xorg/Xorg 20MiB |
| 0 N/A N/A 1465 G /usr/bin/gnome-shell 3MiB |
+-----------------------------------------------------------------------------+
运行 TF 程序时,发生了以下情况:
2021-04-06 14:35:01.589906: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudnn.so.8'; dlerror: libcudnn.so.8: cannot open shared object file: No such file or directory
2021-04-06 14:35:01.589914: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1757] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
Skipping registering GPU devices...
有没有人看到过这种特殊的组合,你是如何解决的?
这是尝试的其他修复之一,但没有变化:
conda install cudatoolkit=11.0
THE END
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