Table 2. Average ± standard deviation of execution times for the indicated number of optical property extractions. Measurement was repeated 10 times. 2% and 8% Gaussian noise was added to amplitude and phase respectively to simulate an experimental measurement.
Run Time |
||
---|---|---|
# of Inversions | Iterative (s) | DNN (µs) |
10 | 0.20 ± 0.011 | 93 ± 6 |
100 | 2.02 ± 0.050 | 140 ± 7 |
1,000 | 20.1 ± 0.24 | 680 ± 97 |
10,000 | 220 ± 21 | 5000 ± 1400 |