Bonjour James,
'trempage' is masculine (Larousse and Le Petit Robert dictionaries confirm). Most words ending in -age, -ège or -isme are masculine.
See link here: how-to-identify-gender-by-some-word-endings
I hope this is helpful.
Bonne journée !