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Stock-Based Compensation - Summary of Weighted-Average Assumptions Used in Calculating Fair Value of Awards (Details)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Employee Service Share Based Compensation Allocation of Recognized Period Costs [Line Items]      
Dividend yield 0.00%    
2018 Plan, 2016 Plan and 2015 Plan      
Employee Service Share Based Compensation Allocation of Recognized Period Costs [Line Items]      
Expected term (in years) 6 years 3 days 5 years 2 months 12 days 5 years 10 months 17 days
Expected volatility 80.00% 74.00% 86.00%
Risk-free interest 2.32% 2.42% 2.00%
Dividend yield 0.00% 0.00% 0.00%
2016 Employee Stock Purchase Plan      
Employee Service Share Based Compensation Allocation of Recognized Period Costs [Line Items]      
Expected term (in years) 6 months 6 months 6 months
Expected volatility 70.00% 66.00% 78.00%
Risk-free interest 2.11% 2.20% 1.06%
Dividend yield 0.00% 0.00% 0.00%