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Net Loss Per Share - Summary of Potentially Dilutive Securities Excluded from Computation of Diluted Weighted-Average Shares Outstanding (Details) - shares
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Total number of securities excluded from computation of diluted weighted-average shares outstanding (in shares) 6,414,337 5,787,711
Unvested common stock from early exercise of options    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Total number of securities excluded from computation of diluted weighted-average shares outstanding (in shares) 48,263 102,436
Stock options to purchase common stock    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Total number of securities excluded from computation of diluted weighted-average shares outstanding (in shares) 6,352,031 5,685,275
Common stock offering from ESPP    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Total number of securities excluded from computation of diluted weighted-average shares outstanding (in shares) 14,043 0