Table 3 Optimization plan for the silicon carbide nanocrystal.
Epoch | Number of minibatches | Scans in minibatch | Iterations per minibatch |
|---|---|---|---|
1 | 800 | 4 | 6 |
2 | 640 | 4 | 12 |
3 | 480 | 4 | 25 |
4 | 320 | 5 | 50 |
5 | 160 | 5 | 100 |
6 | 80 | 5 | 200 |
7 | 40 | 5 | 400 |
8 | 1 | 6 (full dataset) | 2000 |
Epoch | Number of minibatches | Scans in minibatch | Iterations per minibatch |
|---|---|---|---|
1 | 800 | 4 | 6 |
2 | 640 | 4 | 12 |
3 | 480 | 4 | 25 |
4 | 320 | 5 | 50 |
5 | 160 | 5 | 100 |
6 | 80 | 5 | 200 |
7 | 40 | 5 | 400 |
8 | 1 | 6 (full dataset) | 2000 |