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Fair Value Measurements - Assets and liabilities recorded at fair value on recurring basis (Details) - USD ($)
$ in Thousands
Jun. 30, 2021
Dec. 31, 2020
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities $ 1,680,832 $ 1,150,885
U. S. agency securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 357,311 181,921
Residential mortgage backed securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 1,146,322 825,001
Loans held for sale 55,949 88,205
Municipal bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 100,277 108,113
Corporate bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 76,922 35,850
Recurring    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Loans held for sale 55,949 88,205
Assets measured at fair value on a nonrecurring basis 1,743,397 1,247,716
Derivative liability 74 118
Total liabilities measured at fair value on a recurring basis 5,689 4,208
Recurring | Interest rate swap derivatives    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative liability 0 516
Recurring | Interest rate caps    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative asset 5,437 3,413
Derivative liability 5,615 3,574
Recurring | U. S. agency securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 357,311 181,921
Recurring | Residential mortgage backed securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 1,146,322 825,001
Recurring | Municipal bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 100,277 108,113
Recurring | Corporate bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 76,922 35,850
Recurring | Mortgage banking derivatives | Derivative Financial Instruments, Assets    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative asset 1,179 5,213
Recurring | Fair Value, Inputs, Level 1    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Loans held for sale 0 0
Assets measured at fair value on a nonrecurring basis 0 0
Derivative liability 0 0
Total liabilities measured at fair value on a recurring basis 0 0
Recurring | Fair Value, Inputs, Level 1 | Interest rate swap derivatives    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative liability 0 0
Recurring | Fair Value, Inputs, Level 1 | Interest rate caps    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative asset 0 0
Derivative liability 0 0
Recurring | Fair Value, Inputs, Level 1 | U. S. agency securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 0 0
Recurring | Fair Value, Inputs, Level 1 | Residential mortgage backed securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 0 0
Recurring | Fair Value, Inputs, Level 1 | Municipal bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 0 0
Recurring | Fair Value, Inputs, Level 1 | Corporate bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 0 0
Recurring | Fair Value, Inputs, Level 1 | Mortgage banking derivatives | Derivative Financial Instruments, Assets    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative asset 0 0
Recurring | Fair Value, Inputs, Level 2    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Loans held for sale 55,949 88,205
Assets measured at fair value on a nonrecurring basis 1,740,718 1,241,003
Derivative liability 74 118
Total liabilities measured at fair value on a recurring basis 5,689 4,208
Recurring | Fair Value, Inputs, Level 2 | Interest rate swap derivatives    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative liability 0 516
Recurring | Fair Value, Inputs, Level 2 | Interest rate caps    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative asset 5,437 3,413
Derivative liability 5,615 3,574
Recurring | Fair Value, Inputs, Level 2 | U. S. agency securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 357,311 181,921
Recurring | Fair Value, Inputs, Level 2 | Residential mortgage backed securities    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 1,146,322 825,001
Recurring | Fair Value, Inputs, Level 2 | Municipal bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 100,277 108,113
Recurring | Fair Value, Inputs, Level 2 | Corporate bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 75,422 34,350
Recurring | Fair Value, Inputs, Level 2 | Mortgage banking derivatives | Derivative Financial Instruments, Assets    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative asset 0 0
Recurring | Fair Value, Inputs, Level 3    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Assets measured at fair value on a nonrecurring basis 2,679 6,713
Total liabilities measured at fair value on a recurring basis 0 0
Recurring | Fair Value, Inputs, Level 3 | Corporate bonds    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Investment securities 1,500 1,500
Recurring | Fair Value, Inputs, Level 3 | Mortgage banking derivatives | Derivative Financial Instruments, Assets    
Fair Value Measurement Inputs and Valuation Techniques [Line Items]    
Derivative asset $ 1,179 $ 5,213