Those bullets are US .45-70 Springfield Rifle bullets -- in service from 1873 through the Spanish-American war. I believe Gaerich is correct...trainees would be likely to have been issued older-version rifles for target practice in the training camps. A lot of other Spanish-American war era military equipment has been dug in the Chickamauga area, from the training activities which occurred there.
Regards,
Pete