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Long-term debt (Details) - USD ($)
$ in Millions
3 Months Ended 6 Months Ended
Dec. 06, 2018
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
May 31, 2020
Dec. 31, 2019
2016 Amended Facility | Hercules | Second Amended and Restated Loan and Security Agreement [Member]              
Long-term Debt              
Outstanding debt $ 20.0            
Back-end fees due           $ 1.0  
2018 Amended Facility | Hercules              
Long-term Debt              
Aggregate amount of Equity Financing       $ 90.0      
Foreign currency loss         $ 0.2    
Foreign currency gain   $ 0.7 $ 0.5 0.0      
2018 Amended Facility | Hercules | Second Amended and Restated Loan and Security Agreement [Member]              
Long-term Debt              
Outstanding debt $ 35.0 35.0   35.0     $ 35.0
Interest rate (as a percent) 8.85%            
Back-end fee (as a percent) 4.95%            
Borrowing capacity subject to discretion   15.0   $ 15.0      
Additional unconditional borrowing capacity $ 15.0            
Proceeds from loan increment $ 15.0            
Facility fee (as a percent) 0.50%            
2018 Amended Facility | Prime Rate | Hercules | Second Amended and Restated Loan and Security Agreement [Member]              
Long-term Debt              
Variable interest rate basis 8.85%            
Discount rate (as a percent) 5.50%            
Venture debt loan facility | 2018 Amended Facility              
Long-term Debt              
Minimum cash and cash equivalents in U.S. bank accounts       65.00%      
Assets pledged to secure facilities by directly or indirectly       $ 385.3      
Assets not being pledged to secure facilities by directly or indirectly       110.0      
Aggregate maturities of loan              
Long-term debt   35.6   35.6     $ 36.3
Venture debt loan facility | 2018 Amended Facility | Hercules              
Long-term Debt              
Interest expense recorded   $ 0.9 $ 0.9 $ 1.8 $ 1.9