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Noninterest Income - Gains and Losses on Derivatives (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Other Income and Expenses [Abstract]        
Gains on exercises, net $ 30,047 $ 18,287 $ 90,357 $ 42,808
Terminations (481) (1,432) (2,931) (3,158)
Changes in fair value, net 7,995 17,286 19,787 32,743
Gains on equity warrant assets, net $ 37,561 $ 34,141 $ 107,213 $ 72,393