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the gpu is not dynamically turned off, use something like https://github.com/Askannz/optimus-manager to manage the use of igpu and gpu
Google tells me, for ubuntu, bbswitch can be used to turn off gpu. Here's the link to its github page. I read the README file, but I'm still new to linux and i couldn't understand the following :
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