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Found out what's happening !
Whilel ooking into it, I found that my second graphic card didn't appear in my device manager.
So I opened my computer and after some test, I found out that the cable from my modular power block was disconnected from it.
So the CG simply didn't have any power.
Sorry for the trouble and thanks for the help.
Wow, good spot, glad it's sorted.