She ____ across the lake twice during last summer's training camp.

Explication

Last summer's training camp fixes a completed stretch of past time, so the sentence needs the past simple swam. Swum is the past participle and requires have, has or had in front of it, and swimmed applies a regular -ed ending to a verb that never takes one.