Table 1.
n | M for the Loss Function | Adam Optimizer Epochs | M for the Smolyak Quadrature | Smolyak Relative Error % | Relative Error for QMC with Points% | |
---|---|---|---|---|---|---|
1 | 1 | 100 | 50,000 | 127 | 0.004 | 0.003 |
2 | 2 | 1000 | 20,000 | 769 | 1.416 | 1.226 |
3 | 3 | 5000 | 50,000 | 2815 | 1.110 | 1.608 |
6 | 6 | 50,000 | 80,000 | 40,193 | - | 1.40 |
9 | 9 | 50,000 | 50,000 | 242,815 | 230.366 | 5.816 |