ATLANTA — Democrats deadlocked Saturday afternoon after the first round of voting to select a new national party chairman.

The leading contenders, Rep. Keith Ellison of Minnesota and Tom Perez of Maryland, President Barack Obama’s former labor secretary, failed to clear the 50 percent-plus threshold among the 427 eligible voting members of the Democratic National Committee who voted on first ballot.