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Leases
12 Months Ended
Dec. 31, 2020
Commitments and Contingencies Disclosure [Abstract]  
Leases of Lessee Disclosure
Note 16. Leases
Operating lease expense was as follows:
For the Years Ended December 31,
Lease TypeClassification20202019
Parking leasesCompensation and benefits$520 $519 
Office leases (1)
Occupancy14,991 15,931 
Variable lease cost (2)
Occupancy135 118 
Short-term lease cost (2)
Occupancy343 369 
Sublease incomeOccupancy(429)(286)
Office equipment leasesCommunication and technology281 305 
Total operating lease expense$15,841 $16,956 
(1) Office lease expense includes impairment charges of $0.9 million and $1.5 million for the years ended December 31, 2020 and 2019, respectively, related to the abandonment of a leased office space, as discussed below.
(2) Variable and short-term lease costs are excluded from the measurement of operating lease liabilities.
During the years ended December 31, 2020 and 2019, the Company recognized asset impairment losses of $0.9 million and $2.1 million, respectively, related to the abandonment of a leased office location. The losses are recorded in occupancy expense based on the present value of expected future cash flows. The $0.9 million impairment loss incurred for the year ended December 31, 2020 consists entirely of a lease asset impairment and the $2.1 million impairment loss incurred for the year ended December 31, 2019 consists of a $1.5 million lease asset impairment and a $0.6 million property impairment.
Operating lease expense was $13.9 million for the year ended December 31, 2018 under ASC Topic 840.
The table below presents the maturity of operating lease liabilities:
As of December 31, 2020
2021$16,749 
202215,375 
202313,800 
202413,495 
202513,450 
Thereafter37,026 
Total undiscounted lease payments109,895 
Adjustment to discount to present value(17,224)
Operating lease liabilities$92,671 
As of December 31, 2020, there were not any leases that were signed but not yet commenced, and none of the options to extend lease terms were reasonably certain of being exercised. Other information related to leases was as follows:
 For the Years Ended December 31,
20202019
Weighted average discount rate4.6 %4.7 %
Weighted average remaining lease term7.4 years8.1 years
Operating cash flows for operating leases16,546 14,183