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Share-based Compensation (Tables)
12 Months Ended
Dec. 31, 2019
Share-based Payment Arrangement [Abstract]  
Summary of Share-Based Compensation Expense
For the years ended December 31, 2019 and 2018, the following table presents total share-based compensation expense in each functional line item on the consolidated statements of operations (in thousands):
 
Year Ended December 31,
 
2019
 
2018
Cost of revenues
$
1,133

 
$
390

Research and development
1,548

 
1,017

Sales and marketing
1,669

 
970

General and administrative
2,952

 
2,499

Total
$
7,302

 
$
4,876


Share-based Compensation Stock Option Fair Value Assumptions
The following table presents the weighted-average assumptions used in the Black-Scholes valuation model by the Company in calculating the fair value of each stock option granted:
 
Year Ended December 31,
 
2019
 
2018
Expected dividend yield
%
 
%
Risk-free interest rate
1.8
%
 
2.8
%
Volatility
81
%
 
84
%
Expected term (in years)
5.8

 
5.8


Summary of Stock Option Activity
The following table summarizes the Company’s stock option activity for the years ended December 31, 2019 and 2018 (dollars in thousands, except per share data):
 
Stock
Options
Outstanding
 
Weighted-Average
Exercise
Price Per
Option
 
Weighted-Average
Remaining
Contractual
Term
(in years)
 
Aggregate
Intrinsic
Value
Outstanding — December 31, 2018
8,796,212

 
$
2.10

 
 
 
 
Granted
2,660,936

 
5.17

 
 
 
 
Exercised
(1,489,067
)
 
1.69

 
 
 
 
Canceled
(923,777
)
 
3.64

 
 
 
 
Outstanding — December 31, 2019
9,044,304

 
$
2.91

 
8.30
 
$
39,997

Vested and Expected to Vest — December 31, 2019
7,814,925

 
$
2.75

 
8.17
 
$
35,753

Exercisable — December 31, 2019
3,648,992

 
$
1.93

 
7.28
 
$
19,735


Summary of Restricted Stock Unit Activity
A summary of restricted stock unit activity under all plans for the year ended December 31, 2019 is presented below:
 
Number of Shares
 
Weighted-Average Grant-Date Fair Value
Non-vested — December 31, 2018
454,382

 
$
2.17

Granted
870,150

 
5.07

Vested
(809,482
)
 
4.20

Forfeited
(114,735
)
 
3.66

Non-vested — December 31, 2019
400,315

 
$
3.95