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Noninterest Income - Gains and Losses on Derivatives (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Other Income and Expenses [Abstract]        
Gains on exercises, net $ 40,226 $ 8,875 $ 49,180 $ 20,509
Terminations (1,045) (826) (1,884) (1,726)
Changes in fair value, net 9,166 11,012 22,356 19,469
Gains on equity warrant assets, net $ 48,347 $ 19,061 $ 69,652 $ 38,252