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Consolidated Statements of Convertible Preferred Stock and Stockholders' Equity (Deficit) (Parenthetical) - USD ($)
$ in Millions
12 Months Ended
Dec. 31, 2019
Dec. 31, 2017
At-the-Market Offerings    
Issuance of common stock, issuance cost $ 6.4  
Initial Public Offering    
Issuance of common stock, issuance cost   $ 3.1