I have tried and always get conflicts.
Can you install Rapids 0.16 and TF 2.2 in the same conda environment?
914 views Asked by zoe tsekas At
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Maurício Collaça
On
As of Jan 2023 and considering things change a lot meanwhile, I would suggest to use the default rapids installation https://rapids.ai/start.html#get-rapids containing tensorflow as an option which currently restricts cudatoolkit=11.2:
conda create -n rapids-22.12 -c rapidsai -c conda-forge -c nvidia \
rapids=22.12 python=3.9 cudatoolkit=11.2 \
tensorflow
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I ran the following commands and was able to successfully install RAPIDS-0.16 and Tensorflow and Tensorflow-gpu 2.2 :
First, install rapids in a conda env using one of the commands on https://rapids.ai/start.html . I used :
conda create -n rapids-0.16 -c rapidsai -c nvidia -c conda-forge -c defaults rapids=0.16 python=3.7 cudatoolkit=10.2
Activate the conda environment :
conda activate rapids-0.16
Then install tensorflow using
pip install tensorflow==2.2
Please check if you are using the right CUDA library version and check if the right Python version is used to install both RAPIDS and Tensorflow.