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I want to use Tensorflow on GPU. So I install all the needed tool and installed as below-

  1. CUDA-11.2
  2. CUDNN-11.1
  3. Anaconda-2020.11
  4. Tensorflow-GPU-2.3.0 enter image description here

I tested that my cuda,cudnn is working using deviseQuery example. But Tensorflow not used GPU. Then i find that version compatibility issue is possible so i innstalled CudaToolkit,cudnn using conda environment checking with version compatibility on Tensorflow website which is given below.

  1. CUDA-10.2.89
  2. CUDNN-7.6.5
  3. Tensorflow-GPU-2.3.0

enter image description here enter image description here enter image description here

But after this try Tensorflow-GPU not used GPU,yet. so what i am doing now? Any steps or suggestion require.

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    The installation engine has a problem for tensorflow-gpu 2.3 in Anaconda on Windows 10. Workaround is to explicitly specify the correct tensorflow build: conda install tensorflow-gpu=2.3 tensorflow=2.3=mkl_py38h1fcfbd6_0. Thanks! Commented Dec 28, 2020 at 14:55
  • Thanks TFer2! Your comment should be marked as solution. I had the same issue, your solution worked for me with additionally installing cudatoolkit=10.1 (not 10.2). Commented Dec 29, 2020 at 9:52
  • @BenJW cudatoolkit should be automatically installed by the command like for TF 2.1. Commented Dec 29, 2020 at 21:45

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The installation engine has a problem for tensorflow-gpu 2.3 in Anaconda on Windows 10.

Workaround is to explicitly specify the correct tensorflow build:

conda install tensorflow-gpu=2.3 tensorflow=2.3=mkl_py38h1fcfbd6_0
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5 Comments

Getting a PackagesNotFoundError: from your suggestion..
conda search "tensorflow-gpu" only shows versions up to 2.2.0, the 2.3.0 you suggest is not present. On the other hand, conda search "tensorflow" shows some 2.3.0 versions, but none of them are tagged with mkl_py38h1fcfbd6_0.
Ahhh, never mind. I was running the install and search commands from a WSL terminal instead of the Windows one. My GPU now works properly on Windows! :)
Worked for me as well, I also have Ge Force 1650
Hello! I am having a similar problem, can you please have a look at it? askubuntu.com/questions/1384700/…

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