lava

Pumice is formed from acidic varieties of lava.

An excerpt from the article 14 facts about lava

It is a volcanic magma rock composed of porous volcanic glaze (more than 50% pores), formed from highly gassy, frothy rhyolitic lava. Pumice is usually of a light, whitish color. 

The largest deposits of pumice are found in Armenia and the Aeolian Islands in the Tyrrhenian Sea.