One officer was shot in the hand. The other was shot in the forearm. Neither injury is believed to be life-threatening. There were no other reported injuries.
"These officers are doing a heroic job protecting the community and keeping houses of worship safe against hate crimes," the church wrote in a statement. "We have offered our full support to the authorities who are investigating this incident."
The Associated Press contributed to this report.