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Derivative Financial Instruments - Total Notional or Contractual Amounts, Fair Value, Collateral and Net Exposure of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2020
Dec. 31, 2019
Derivative [Line Items]    
Fair Value, Derivative Assets $ 284,831 $ 167,341
Fair Value, Derivative Liabilities 237,479 137,984
Total Derivative Assets, Fair Value 488,269 332,814
Total Derivative Liabilities, Fair Value 237,479 137,984
Interest rate swaps    
Derivative [Line Items]    
Fair Value, Derivative Assets 0 22,676
Fair Value, Derivative Liabilities 0 25,623
Foreign exchange forwards    
Derivative [Line Items]    
Fair Value, Derivative Assets 215,275 114,546
Fair Value, Derivative Liabilities 209,131 96,899
Client foreign currency options    
Derivative [Line Items]    
Fair Value, Derivative Assets 1,702 1,308
Fair Value, Derivative Liabilities 1,702 1,308
Client interest rate derivatives    
Derivative [Line Items]    
Fair Value, Derivative Assets 67,854 28,811
Fair Value, Derivative Liabilities 26,646 14,154
Derivatives designated as hedging instruments | Interest rate swaps | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 0 1,915,000
Fair Value, Derivative Assets 0 22,676
Derivatives designated as hedging instruments | Interest rate swaps | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 0 3,085,000
Fair Value, Derivative Liabilities 0 25,623
Derivatives not designated as hedging instruments    
Derivative [Line Items]    
Fair Value, Derivative Assets 488,269 310,138
Fair Value, Derivative Liabilities 237,479 112,361
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 68,381 0
Fair Value, Derivative Assets 306 0
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 566,988 300,250
Fair Value, Derivative Liabilities 20,566 2,154
Derivatives not designated as hedging instruments | Equity warrant assets | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 253,153 225,893
Fair Value, Derivative Assets 203,438 165,473
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 8,025,973 4,661,517
Fair Value, Derivative Assets 214,969 114,546
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 7,490,723 4,326,059
Fair Value, Derivative Liabilities 188,565 94,745
Derivatives not designated as hedging instruments | Client foreign currency options | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 97,529 154,985
Fair Value, Derivative Assets 1,702 1,308
Derivatives not designated as hedging instruments | Client foreign currency options | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 97,522 154,985
Fair Value, Derivative Liabilities 1,702 1,308
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 1,082,265 1,275,190
Fair Value, Derivative Assets 67,854 28,811
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 1,250,975 1,372,914
Fair Value, Derivative Liabilities 26,646 14,154
Reduction in derivative liabilities due to rules of clearing houses $ (45,400) $ (17,400)