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Multiple cuda versions installed in machine

I'm using TensorFlow and I have some old projects which are written with TensorFlow 1.4 and older. Some of them don't work with a new version of Cuda. Can I have multiple Cuda with different versions at the same time?

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Have you tried docker for it? You can consider docker images for creating a docker container made by Nvidia, where you can find a specific version and mode of Nvidia-driver, Cuda, Cudnn and etc.
https://hub.docker.com/r/nvidia/cuda

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