If you are reading a message in GMail, press the # key (Shift+3) and that message will instantly move to Trash. Alternatively, select one or more email messages in the GMail list view, press the same # hash key and all the selected GMail conversations will be deleted in one batch.
you have to have the Shortcuts enabled in your Settings before you try this, or it won’t work.