Finally upgrading the firmware of the video card worked for me. - http://www.tomshardware.com/faq/id-2288384/upgrade-gpu-bios.html
Additionally I would like to add a peculiar thing about the motherboard. The other graphics cards which were working with it were only working when the RAM stick (I had only 1 RAM module) was installed in 7th slot (DDR4_7_1D). The motherboard's manual says that a single ram module should be installed in slot 3 (DDR4_3_1B). This information in the manual is wrong.