Tip: Anaconda has been installed in advance
One, local configuration
- System version: windows 10 64 bit
- Graphics card: GeForce RTX 2060
For NVIDIV graphics cards, the CUDA computing power requirement is not less than 3.0. The
NVIDIA driver requires 410.x or higher.
CUDA version: 10.0
cudnn version number must be not less than 7.4.1
computing power. Refer to the
NVIDIA driver version to view: nvidia-smi(Command line Implementation)
NVIDIA driver download address
Two, install CUDA and cudnn
Because my NVIDIA driver meets the requirements, there is no update. Students who need to update can click the link above to download
1. Open Anaconda Prompt
2. Install CUDA
Command line input
conda install cudatoolkit=10.0.130
Recommended installation version: 10.0.130
3. Install cudnn
Command line input
conda install cudnn=7.6.0
Recommended version: 7.6.0
4. Install tensorflow
Command line input
conda install tensorflow-gpu=2.0.0
5. Check whether the installation is successful
Open python on the command line and enter
import tensorflow as tf
tf.test.is_gpu_available()