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Derivative Financial Instruments - Summary of Derivative Activity and Related Impact on Consolidated Statements of Income (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Interest rate risks | Derivatives designated as hedging instruments | Interest income—loans      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives $ 49,928 $ (5,358) $ 0
Foreign exchange forward and option contracts | Derivatives not designated as hedging instruments      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives (469) (409) (321)
Foreign exchange forward and option contracts | Derivatives not designated as hedging instruments | Revaluations of internal foreign currency instruments, net | Other noninterest income      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives 39,247 1,444 (373)
Foreign exchange forward and option contracts | Derivatives not designated as hedging instruments | Foreign exchange forward contracts, net | Other noninterest income      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives (39,716) (1,853) 52
Other derivative instruments | Derivatives not designated as hedging instruments      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives (457) 754 987
Other derivative instruments | Derivatives not designated as hedging instruments | Other noninterest income      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives 28,056 (1,190) (179)
Other derivative instruments | Derivatives not designated as hedging instruments | Revaluations of internal foreign currency instruments, net | Other noninterest income      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives 2,560 (15,146) 4,998
Other derivative instruments | Derivatives not designated as hedging instruments | Foreign exchange forward contracts, net | Other noninterest income      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives (3,017) 15,900 (4,011)
Equity warrant assets      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives 2,347 (2,240) 24,417
Equity warrant assets | Derivatives not designated as hedging instruments | Gains on equity warrant assets, net      
Derivative Instruments, Gain (Loss) [Line Items]      
Unrealized gains (losses) on derivatives $ 237,428 $ 138,078 $ 89,142