Recently, l've been posting questions why my computer keeps randomly shutting down or restarting. Until yesterday, i just flipped my cpu fan cooler 180 and the problem was gone but the next day I opened my pc, started a game and left it to render and get some coffee. When i came back the pc had already crashed again and i tried to start it again, i can hear the mobo and fans starting up but the display wont come on. So i tried to look at what the problem is and i saw like burn marks on my gpu (ill provide a picture).

Do i need to replace my gpu or is this still repairable? If needs replacing what gpu can you suggest? I own an acer predator g3-710
My specs
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| Intel(R) Core(TM) i7-6700 CPU @ 3.40GHz |
| 2pc 8gb of Samsung M378A1G43DB0-CPB DDR4 |
| Seagate ST2000DM001-1ER164
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Thanks for your time, I appreciate it.