| layer_count | neurons_per_layer | batch_size | trainable_count | non_trainable_count | loss |
|---|---|---|---|---|---|
| 1 | 4 | 32 | 17 | 0.0 | 73.66944122314453 |
| 1 | 8 | 32 | 33 | 0.0 | 277.318115234375 |
| 1 | 12 | 32 | 49 | 0.0 | 277.3970642089844 |
| 1 | 16 | 32 | 65 | 0.0 | 277.3319396972656 |
| 1 | 20 | 32 | 81 | 0.0 | 72.50027465820312 |
| 2 | 4 | 32 | 37 | 0.0 | 1315.933349609375 |
| 2 | 8 | 32 | 105 | 0.0 | 1.482591986656189 |
| 2 | 12 | 32 | 205 | 0.0 | 3.5121827125549316 |
| 2 | 16 | 32 | 337 | 0.0 | 3.578572988510132 |
| 2 | 20 | 32 | 501 | 0.0 | 1.7896679639816284 |
| 3 | 4 | 32 | 57 | 0.0 | 73.92650604248047 |
| 3 | 8 | 32 | 177 | 0.0 | 7.991455078125 |
| 3 | 12 | 32 | 361 | 0.0 | 2.45584774017334 |
| 3 | 16 | 32 | 609 | 0.0 | 1.4348387718200684 |
| 3 | 20 | 32 | 921 | 0.0 | 1.4319132566452026 |
| 1 | 4 | 64 | 17 | 0.0 | 277.2957458496094 |
| 1 | 8 | 64 | 33 | 0.0 | 73.74281311035156 |
| 1 | 12 | 64 | 49 | 0.0 | 72.95250701904297 |
| 1 | 16 | 64 | 65 | 0.0 | 80.83717346191406 |
| 1 | 20 | 64 | 81 | 0.0 | 72.87377166748047 |
| 2 | 4 | 64 | 37 | 0.0 | 19.150772094726562 |
| 2 | 8 | 64 | 105 | 0.0 | 72.85797882080078 |
| 2 | 12 | 64 | 205 | 0.0 | 11.25563907623291 |
| 2 | 16 | 64 | 337 | 0.0 | 0.7890778183937073 |
| 2 | 20 | 64 | 501 | 0.0 | 3.269629955291748 |
| 3 | 4 | 64 | 57 | 0.0 | 212.5292205810547 |
| 3 | 8 | 64 | 177 | 0.0 | 6.884561061859131 |
| 3 | 12 | 64 | 361 | 0.0 | 1.9290443658828735 |
| 3 | 16 | 64 | 609 | 0.0 | 3.087388277053833 |
| 3 | 20 | 64 | 921 | 0.0 | 1.0761380195617676 |
| 1 | 4 | 96 | 17 | 0.0 | 80.79036712646484 |
| 1 | 8 | 96 | 33 | 0.0 | 277.2982177734375 |
| 1 | 12 | 96 | 49 | 0.0 | 72.63105010986328 |
| 1 | 16 | 96 | 65 | 0.0 | 277.3165588378906 |
| 1 | 20 | 96 | 81 | 0.0 | 73.94429779052734 |
| 2 | 4 | 96 | 37 | 0.0 | 24.220571517944336 |
| 2 | 8 | 96 | 105 | 0.0 | 4.575565338134766 |
| 2 | 12 | 96 | 205 | 0.0 | 14.101103782653809 |
| 2 | 16 | 96 | 337 | 0.0 | 2.0950207710266113 |
| 2 | 20 | 96 | 501 | 0.0 | 2.2741901874542236 |
| 3 | 4 | 96 | 57 | 0.0 | 35.28038024902344 |
| 3 | 8 | 96 | 177 | 0.0 | 1.8963894844055176 |
| 3 | 12 | 96 | 361 | 0.0 | 2.0068817138671875 |
| 3 | 16 | 96 | 609 | 0.0 | 2.9333345890045166 |
| 3 | 20 | 96 | 921 | 0.0 | 2.111996650695801 |