| data: | |
| data_source: magnus_extracted_positions_m3_pro.pkl | |
| preprocessing: [] | |
| test_size: 31584 | |
| train_size: 102300 | |
| val_size: 31654 | |
| vocab_size: 945 | |
| metrics: | |
| best_val_accuracy: 0.0673532570923106 | |
| test_accuracy: 0.06648936170212766 | |
| test_top3_accuracy: 0.1157548125633232 | |
| test_top5_accuracy: 0.14171732522796351 | |
| training_time_minutes: 140.37197103500367 | |
| model: | |
| architecture: AdvancedMagnusModel | |
| name: advanced_magnus | |
| version: v20250626_170216 | |
| training: | |
| batch_size: 128 | |
| data_source: magnus_extracted_positions_m3_pro.pkl | |
| device: mps | |
| focal_loss_config: | |
| alpha: 0.25 | |
| gamma: 2.0 | |
| learning_rate: 0.002 | |
| min_move_count: 25 | |
| model_architecture: AdvancedMagnusModel | |
| model_type: AdvancedMagnusModel | |
| num_epochs: 50 | |
| optimization: advanced_2.5M_params | |
| scheduler_config: | |
| anneal_strategy: cos | |
| max_lr: 0.005 | |
| pct_start: 0.1 | |
| type: OneCycleLR | |
| test_size: 31584 | |
| total_params: 2651538 | |
| train_size: 102300 | |
| val_size: 31654 | |
| vocab_size: 945 | |