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Stock-Based Compensation (Tables)
12 Months Ended
Dec. 31, 2018
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Summary of stock option activity
The following table summarizes the activity for all stock options under all of the Company’s equity incentive plans for the years ended December 31, 2018 and 2017 (shares and aggregate intrinsic value in thousands):
 
 
Number of Options
 
Weighted
Average
Exercise Price
 
Weighted
Average
Remaining
Contractual Life
 
Aggregate
Intrinsic
Value
Outstanding at December 31, 2016
 
12,897

 
$
5.94

 
7.49
 
$
9,625

Granted
 
5,266

 
5.17

 
 
 
 
Exercised
 
(687
)
 
2.96

 
 
 
 
Cancelled
 
(1,208
)
 
7.62

 

 
 
Outstanding at December 31, 2017
 
16,268

 
5.70

 
7.41
 
$
14,832

Granted
 
1,529

 
8.63

 
 
 
 
Exercised
 
(3,271
)
 
5.23

 
 
 
 
Cancelled
 
(936
)
 
6.63

 
 
 
 
Outstanding at December 31, 2018
 
13,590

 
$
6.07

 
6.63
 
$
66,462

Options vested and exercisable at December 31, 2018
 
7,974

 
$
5.64

 
5.52
 
$
42,504

Options vested and expected to vest at December 31, 2018
 
13,590

 
$
6.07

 
6.63
 
$
66,462

Estimated fair value of stock options
The Company estimated the fair value of stock options with the following assumptions:
 
 
Year Ended December 31,
 
 
2018
 
2017
 
2016
Risk-free interest rate
 
2.72% - 2.92%

 
1.88% - 2.22%

 
1.18% - 2.23%

Volatility
 
44.87% - 54.61%

 
45.95% - 50.52%

 
36.00% - 49.64%

Expected term (in years)
 
6.09 - 6.11

 
5.94 - 6.08

 
5.00 - 6.26

Expected dividend yield
 
0.00
%
 
0.00
%
 
0.00
%
Summary of activity for all RSUs
The following table summarizes the activity for all RSUs under all of the Company’s equity incentive plans for the years ended December 31, 2018 and 2017 (shares in thousands):
 
 
Shares
 
Weighted
Average Grant
Date Fair
Value
Unvested balance at December 31, 2016
 
4,106

 
$
6.87

Granted
 
3,540

 
5.30

Issued
 
(1,115
)
 
7.36

Cancelled / forfeited
 
(1,201
)
 
5.81

Unvested balance at December 31, 2017
 
5,330

 
5.82

Granted
 
2,019

 
8.75

Issued
 
(1,720
)
 
6.36

Cancelled / forfeited
 
(1,447
)
 
5.75

Unvested balance at December 31, 2018
 
4,182

 
$
7.05

Summary of stock-based compensation expense
The Company recognized stock-based compensation expense, including ESPP expenses, in the consolidated statements of operations as follows (in thousands): 
 
 
Year Ended December 31,
 
 
2018
 
2017
 
2016
Cost of customer agreements and incentives
 
$
2,568

 
$
2,299

 
$
2,039

Cost of solar energy systems and product sales
 
718

 
609

 
409

Sales and marketing
 
7,191

 
5,196

 
7,831

Research and development
 
1,253

 
836

 
515

General and administration
 
16,126

 
13,102

 
7,929

Total
 
$
27,856

 
$
22,042

 
$
18,723