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Tensorflow GPU installation
2022-07-07 01:02:00 【Alchemy spirit boy】
Want to install , Look directly at the back TF install
- Software to be installed
- CUDA drive ,cuDNN,TF
CUDA drive ,cuDNN,TF Relationship is introduced
https://blog.csdn.net/xs11222211/article/details/84782046
except TF According to the latest version of the current period
Ubuntu edition Decide the highest Graphics card driver version
Check the recommended graphics card driver version of the current systemubuntu-drivers devices
Driver version Decide the highest cuda and cudnn edition
Corresponding to the graphics card version cuda and cudnn edition
https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.htmlcuda edition decision TF The highest version
https://www.tensorflow.org/install/source#install_gpu_support_optional_linux_only
TF install
- Suggest use docker install
- stay tensorflow Of docker hub Find the direct version of the image to run
- You can also use the image provided cuda Such as the environment , Directly in conda Built in virtual environment TF
conda create --name tensorflow_gpu python=3.6
source activate tensorflow_gpu
conda install tensorflow-gpu==1.11.0
test TF Installation
python -c "import tensorflow as tf; print(tf.test.gpu_device_name())"
or
import tensorflow as tf
tf.test.is_gpu_available()
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