What's the difference between bumpmap textures and the normal ones?

Bumpmap textures are supposed to add a sensation of depth to the normal textures. It's an add-on so to say. They have also stopped working at some point before Toribash 4.0.

No bumpmap^----------------------------Bumpmap^

thank you