Its your computer, i cannot even run skyrim on LOW graphics and i have never had this happen to me, maybe you have low memory, just becuase you have a good graphics card doesnt mean you cant run out of memory.
What you can try is this
Open notepad and write this line
java -Xms2048m -Xmx2048m -jar minecraft.exe
Save the file as bat by choosing all files instead of text document
Place the file in the same place as the Launcher