300k is done with the following plot.
Code: Select all
Iterations: 5
Best mse: 0.11082894164608197
Best parameters:
+----------+--------+---------+
| par | init | tuned |
+==========+========+=========+
| KnightOp | 300 | 305 |
+----------+--------+---------+
| KnightEn | 300 | 295 |
+----------+--------+---------+
| BishopOp | 300 | 305 |
+----------+--------+---------+
| BishopEn | 300 | 310 |
+----------+--------+---------+
| RookOp | 500 | 490 |
+----------+--------+---------+
| RookEn | 500 | 490 |
+----------+--------+---------+
| QueenOp | 1000 | 1010 |
+----------+--------+---------+
| QueenEn | 1000 | 990 |
+----------+--------+---------+
Next use ccrl3200 positions with material imbalance only as training positions.