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Property, Equipment and Software | 12 Months Ended
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Dec. 31, 2019
Property, Plant and Equipment [Abstract] |
Property, Equipment and Software | Property, Equipment and Software Property, equipment and software consists of the following (in thousands):
| December 31, |  |
| 2019 |  | 2018
Computer equipment | $ | 2,430 |  |  | $ | 2,360 |
Software | 7,513 |  |  | 7,011 |
Furniture and office equipment | 713 |  |  | 668 |
Motor Vehicles | 50 |  |  | — |
Lab equipment | 38,368 |  |  | 36,062 |
Leasehold improvements | 48,675 |  |  | 48,328 |
Construction in progress | 187 |  |  | 218 |
Property, equipment and software | 97,936 |  |  | 94,647 |
Less accumulated depreciation and amortization | (49,725) |  |  | (37,935) |
Property, equipment and software, net | $ | 48,211 |  |  | $ | 56,712 |
There was $0.1 million in property, equipment and software at December 31, 2019 that was purchased in 2019 but was not paid for by year end. The property, equipment and software balance at December 31, 2018 includes approximately $0.6 million in assets that were purchased in 2018 but were not paid for by year end. Depreciation and amortization expense related to property, equipment and software for the years ended December 31, 2019, 2018 and 2017 was $12.3 million, $9.2 million and $7.0 million, respectively.

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- Definition The entire disclosure for long-lived, physical assets used in the normal conduct of business and not intended for resale. Includes, but is not limited to, accounting policies and methodology, roll forwards, depreciation, depletion and amortization expense, including composite depreciation, accumulated depreciation, depletion and amortization expense, useful lives and method used, income statement disclosures, assets held for sale and public utility disclosures. + References Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 360 -URI http://asc.fasb.org/topic&trid=2155823 + Details
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