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FAIR VALUE MEASUREMENT - Schedule of Fair Value Hierarchy Measurement (Details) - USD ($)
$ in Thousands
Mar. 31, 2022
Dec. 31, 2021
Assets:    
Investment securities AFS $ 1,060,184 $ 1,002,522
Single family mortgage servicing rights 72,378  
Derivatives 2,771 9,280
Liabilities:    
Derivative liabilities 6,681 1,263
Residential mortgage-backed securities    
Assets:    
Investment securities AFS 29,187 32,963
Commercial mortgage-backed securities    
Assets:    
Investment securities AFS 66,392 62,792
Municipal bonds    
Assets:    
Investment securities AFS 515,139 539,923
Corporate debt securities    
Assets:    
Investment securities AFS 26,373 19,616
U.S. Treasury securities    
Assets:    
Investment securities AFS 21,722 23,175
Recurring    
Assets:    
Single family LHFS 48,994 128,041
Single family LHFI 6,981 7,287
Single family mortgage servicing rights 72,378 61,584
Total assets 1,219,717 1,207,359
Liabilities:    
Total liabilities 9,753 5,184
Recurring | Residential mortgage-backed securities    
Assets:    
Investment securities AFS 29,187 32,963
Recurring | Commercial mortgage-backed securities    
Assets:    
Investment securities AFS 66,392 62,792
Recurring | Collateralized mortgage obligations residential    
Assets:    
Investment securities AFS 266,492 187,394
Recurring | Collateralized mortgage obligations commercial    
Assets:    
Investment securities AFS 134,879 136,659
Recurring | Municipal bonds    
Assets:    
Investment securities AFS 515,139 539,923
Recurring | Corporate debt securities    
Assets:    
Investment securities AFS 26,373 19,616
Recurring | U.S. Treasury securities    
Assets:    
Trading securities - U.S. Treasury securities 19,313  
Investment securities AFS 21,722 23,175
Recurring | Futures    
Assets:    
Derivatives 97 334
Recurring | Forward sale commitments    
Assets:    
Derivatives 5,079 723
Liabilities:    
Derivative liabilities 3,528 640
Recurring | Options    
Assets:    
Derivatives 389  
Recurring | Interest rate lock commitments    
Assets:    
Derivatives 683 2,487
Liabilities:    
Derivative liabilities 605 3
Recurring | Interest rate swaps    
Assets:    
Derivatives 5,619 4,381
Liabilities:    
Derivative liabilities 5,620 4,541
Level 1 | Recurring    
Assets:    
Single family LHFS 0 0
Single family LHFI 0 0
Single family mortgage servicing rights 0 0
Total assets 19,799 334
Liabilities:    
Total liabilities 0 0
Level 1 | Recurring | Residential mortgage-backed securities    
Assets:    
Investment securities AFS 0 0
Level 1 | Recurring | Commercial mortgage-backed securities    
Assets:    
Investment securities AFS 0 0
Level 1 | Recurring | Collateralized mortgage obligations residential    
Assets:    
Investment securities AFS 0 0
Level 1 | Recurring | Collateralized mortgage obligations commercial    
Assets:    
Investment securities AFS 0 0
Level 1 | Recurring | Municipal bonds    
Assets:    
Investment securities AFS 0 0
Level 1 | Recurring | Corporate debt securities    
Assets:    
Investment securities AFS 0 0
Level 1 | Recurring | U.S. Treasury securities    
Assets:    
Trading securities - U.S. Treasury securities 19,313  
Investment securities AFS 0 0
Level 1 | Recurring | Futures    
Assets:    
Derivatives 97 334
Level 1 | Recurring | Forward sale commitments    
Assets:    
Derivatives 0 0
Liabilities:    
Derivative liabilities 0 0
Level 1 | Recurring | Options    
Assets:    
Derivatives 389  
Level 1 | Recurring | Interest rate lock commitments    
Assets:    
Derivatives 0 0
Liabilities:    
Derivative liabilities 0 0
Level 1 | Recurring | Interest rate swaps    
Assets:    
Derivatives 0 0
Liabilities:    
Derivative liabilities 0 0
Level 2 | Recurring    
Assets:    
Single family LHFS 48,994 128,041
Single family LHFI 0 0
Single family mortgage servicing rights 0 0
Total assets 1,117,569 1,133,185
Liabilities:    
Total liabilities 9,148 5,181
Level 2 | Recurring | Residential mortgage-backed securities    
Assets:    
Investment securities AFS 26,954 30,556
Level 2 | Recurring | Commercial mortgage-backed securities    
Assets:    
Investment securities AFS 66,392 62,792
Level 2 | Recurring | Collateralized mortgage obligations residential    
Assets:    
Investment securities AFS 266,492 187,394
Level 2 | Recurring | Collateralized mortgage obligations commercial    
Assets:    
Investment securities AFS 134,879 136,659
Level 2 | Recurring | Municipal bonds    
Assets:    
Investment securities AFS 515,139 539,923
Level 2 | Recurring | Corporate debt securities    
Assets:    
Investment securities AFS 26,299 19,541
Level 2 | Recurring | U.S. Treasury securities    
Assets:    
Trading securities - U.S. Treasury securities 0  
Investment securities AFS 21,722 23,175
Level 2 | Recurring | Futures    
Assets:    
Derivatives 0 0
Level 2 | Recurring | Forward sale commitments    
Assets:    
Derivatives 5,079 723
Liabilities:    
Derivative liabilities 3,528 640
Level 2 | Recurring | Options    
Assets:    
Derivatives 0  
Level 2 | Recurring | Interest rate lock commitments    
Assets:    
Derivatives 0 0
Liabilities:    
Derivative liabilities 0 0
Level 2 | Recurring | Interest rate swaps    
Assets:    
Derivatives 5,619 4,381
Liabilities:    
Derivative liabilities 5,620 4,541
Level 3 | Recurring    
Assets:    
Single family LHFS 0 0
Single family LHFI 6,981 7,287
Single family mortgage servicing rights 72,378 61,584
Total assets 82,349 73,840
Liabilities:    
Total liabilities 605 3
Level 3 | Recurring | Residential mortgage-backed securities    
Assets:    
Investment securities AFS 2,233 2,407
Level 3 | Recurring | Commercial mortgage-backed securities    
Assets:    
Investment securities AFS 0 0
Level 3 | Recurring | Collateralized mortgage obligations residential    
Assets:    
Investment securities AFS 0 0
Level 3 | Recurring | Collateralized mortgage obligations commercial    
Assets:    
Investment securities AFS 0 0
Level 3 | Recurring | Municipal bonds    
Assets:    
Investment securities AFS 0 0
Level 3 | Recurring | Corporate debt securities    
Assets:    
Investment securities AFS 74 75
Level 3 | Recurring | U.S. Treasury securities    
Assets:    
Trading securities - U.S. Treasury securities 0  
Investment securities AFS 0 0
Level 3 | Recurring | Futures    
Assets:    
Derivatives 0 0
Level 3 | Recurring | Forward sale commitments    
Assets:    
Derivatives 0 0
Liabilities:    
Derivative liabilities 0 0
Level 3 | Recurring | Options    
Assets:    
Derivatives 0  
Level 3 | Recurring | Interest rate lock commitments    
Assets:    
Derivatives 683 2,487
Liabilities:    
Derivative liabilities 605 3
Level 3 | Recurring | Interest rate swaps    
Assets:    
Derivatives 0 0
Liabilities:    
Derivative liabilities $ 0 $ 0