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Net Loss Per Share Attributable to Common Stockholders (Tables)
12 Months Ended
Dec. 31, 2019
Earnings Per Share [Abstract]  
Computation of basic and diluted net loss per share
The following table sets forth the computation of basic and diluted net loss per share attributable to common stockholders:
 
Year Ended December 31,
(in thousands, except per share data)
2019
 
2018
 
2017
Net loss attributable to common stockholders
$
(99,013
)
 
$
(73,955
)
 
$
(41,785
)
 
 
 
 
 
 
Weighted-average shares used to compute net loss per share attributable to common stockholders, basic and diluted
96,014

 
53,669

 
22,211

Net loss per share attributable to common stockholders, basic and diluted
$
(1.03
)
 
$
(1.38
)
 
$
(1.88
)

Potentially dilutive securities
The following potentially dilutive securities have been excluded from the diluted per share calculations because they would have been antidilutive:
 
Year Ended December 31,
(in thousands)
2019
 
2018
 
2017
Stock options
12,939

 
19,219

 
14,573

Restricted stock units
2,894

 
1,129

 

Restricted shares
495

 
890

 
1,583

Shares to be issued under the 2018 ESPP
278

 
320

 

Redeemable convertible preferred stock

 

 
55,386

Total
16,606

 
21,558

 
71,542