Tensorflow-gpu installation with Anaconda

1
votes

This weekend I have been trying a lot to install and get Tensorflow with GPU support to work on my computer, but I am not very experienced in using pip/conda and are now quite confused after watching and trying a lot of different tutorials/approaches from the web.

I have a GeForce GTX 1650 graphics card, and I have installed Cuda 10.0 (also 11.2, but I removed it from "PATH" and are only using the 10.0 version, I don't think that's a problem).

I have downloaded cuDNN 7.5.0 for CUDA 10, and I think that I have copied and placed the files correctly (installed cuDNN).

I am just trying to get some version of Tensorflow-gpu to work, but you can see the Tensorflow version i have been trying for now on the image.

I have tried to install and uninstall Python from my computer (I've also reinstalled Anaconda a lot of times), because I am not sure if I need to have a Python version installed (on my system) if I install a version of Python inside my Anaconda environment (in my example Python 3.7).

Does anyone know how to install Tensorflow GPU on Windows 10 with my settings (cuDNN 7.5.0, CUDA 10), or maybe have encountered some trouble with Python versions or Anaconda problems similar to mine?

enter image description here

1
pythontensorflowanaconda
This doesn't directly answer your question but what I do is use the tensorflow docker images instead of fiddling with the installation of CUDA. – grofte
See this post. – GZ0

1 Answers

0
votes

Follow these steps to install Tensorflow GPU on windows system.

  1. Make sure right version of Visual studio is installed. Check here.

  2. Follow the instructions mentioned here to setup CUDA for windows system

  3. Install Tensorflow

#check current python version
python --version
#Create the virtual environment
conda create -n tf python=PYTHON_VERSION 
#Activate the tf environment
conda activate tf
#Install Tensorflow
pip install tensorflow
#Install CUDA and cuDNN using conda and make sure CUDA and cuDNN version should match the Tensorflow version
conda install -c anaconda cudatoolkit=10.0 cudnn=7.5