According to Ask Men's annual Great Male/Female survey, nearly half of all straight men say would consider dumping their girlfriend if she got fat. This contrasts against the 20% of straight women who say they'd dump their boyfriend if he got fat:

As depressing as this may sound, maybe its for the best. If a person's attraction to you is on one axis (weight or traditional physical attractiveness), then you're probably better off without him.