Totally agree, under Chrome / OS X, fans went crazy on my rMBP 15 iGPU and CPU raised 80 C degrees just to watch a few slides of that site.
I closed the tab to stop overheating.
Of course you're pushing 4x as many pixels as me.
Try Safari (you have to enable WebGL in the Develop menu). I wonder it's a Chrome issue.