I have been lying in a pit all night. Now I am writing an article to sum up my successful experience
I hope you can give a thumbs-up to this article
First take a look at your configuration:
1) System Win10 64bit
2) Video card 1050TI
First of all go to the www.tensorflow.org/install/gpu Tensorflow website above to view their own version requirements
It’s clearly written up here
Cuda will be released in version 10.0 and above
The drive is above 410.x
Cudnn is 7.4.1 and above
So the first thing is to look at your graphics card if I could use CUDAhttps://developer.nvidia.com/cuda-gpus
Here to update your driver www.nvidia.com/Download/in…
It says that the drive we need is above 410.x
Pick your device and look it up and update it
(I’m going to draw a circle here for you to circle. This is very important. It’s very important to do it.
Above must look carefully carefully otherwise easy to step on the pit behind
Above must look carefully carefully otherwise easy to step on the pit behind
Above must look carefully carefully otherwise easy to step on the pit behind
After the preparations are complete, the environment installation begins
Install Anaconda & Tensorflow-GPU
Anaconda download https://www.anaconda.com/download/
According to their own needs
Once you’ve installed it
Install CUDA and cuDNN
Here to find the corresponding CUDA version download remember to the local version developer.nvidia.com/cuda-downlo…
Find Conda 10.0 here
download
Be careful not to choose the lite version when installing
Download it and install it
Configure environment variables. If not, configure them yourself
Check whether the installation was successful. Use this to see if the following screen appears
nvcc -V
Start installing cuDNN7.3
Here you can download cuDNN, to apply for account developer.nvidia.com/rdp/cudnn-d…
Download the files you can see after the escort, and copy these folders to
(C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.0)
Put these files in CUDA and rename them CUDNN
Configure variable environment
Install Tensorflow in CMD
pip install --upgrade tensorflow-gpu
Test success
The GPU test succeeds
Here I want to thank Teacher Longlong
A full set of netease cloud classroom video link: study.163.com/course/intr…