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Income Taxes - Changes in Deferred Tax Asset Valuation Allowance (Detail) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Valuation allowance as of beginning of year $ 29,243 $ 12,466 $ 3,540
Net increases recorded to income tax provision 23,005 16,777 8,926
Valuation allowance as of end of year $ 52,248 $ 29,243 $ 12,466