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KosinskiLab / AlphaPulldown

https://doi.org/10.1093/bioinformatics/btac749
GNU General Public License v3.0
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Setting tensorflow>=2.14.0 leads to incompatible cuda #296

Closed kashyapchhatbar closed 7 months ago

kashyapchhatbar commented 8 months ago

Hi AlphaPulldown developers,

Having the requirements for tensorflow>=2.14.0 leads to a tensorflow 2.16.1 install which does not support cuda11 versions. Because majority of the clusters do not have support for cuda12 and anaconda installs cudatoolkit==11.8.0 anyways, this leads to an issue where the GPU is not used.

Once I reverted to 2.14.0, everything worked.

Thanks.

dingquanyu commented 8 months ago

Thanks a lot for the suggestion! Will change it in the config file.