Not surprising to me. GF256 core is nvidia last year's product manufactured by 0.22um process. It runs at 480MP/s, producing heat comparable to that of a Celeron 500MHz, but only cooled by a microscopic fan good for mosquito. You should get the idea.
Can't tolerate it? Put on a modified 486/586 fan heatsink and no complaints. 😀