| { | |
| "model_id": "advanced_magnus_v20250626_170216_61454b46", | |
| "version": "v20250626_170216", | |
| "model_name": "advanced_magnus", | |
| "experiment_name": "magnus_advanced_training", | |
| "timestamp": "2025-06-26 17:02:16.596383", | |
| "model_hash": "61454b466a94387aa2fb3d85ca07e30e93997e24fc5b2075eaacbbab9c227b2a", | |
| "architecture": "AdvancedMagnusModel", | |
| "metrics": { | |
| "test_accuracy": 0.06648936170212766, | |
| "test_top3_accuracy": 0.1157548125633232, | |
| "test_top5_accuracy": 0.14171732522796351, | |
| "training_time_minutes": 140.37197103500367, | |
| "best_val_accuracy": 0.0673532570923106 | |
| }, | |
| "hyperparameters": { | |
| "model_type": "AdvancedMagnusModel", | |
| "learning_rate": 0.002, | |
| "batch_size": 128, | |
| "num_epochs": 50, | |
| "total_params": 2651538, | |
| "train_size": 102300, | |
| "val_size": 31654, | |
| "test_size": 31584, | |
| "vocab_size": 945, | |
| "data_source": "magnus_extracted_positions_m3_pro.pkl", | |
| "device": "mps", | |
| "model_architecture": "AdvancedMagnusModel", | |
| "optimization": "advanced_2.5M_params", | |
| "min_move_count": 25, | |
| "focal_loss_config": { | |
| "alpha": 0.25, | |
| "gamma": 2.0 | |
| }, | |
| "scheduler_config": { | |
| "type": "OneCycleLR", | |
| "max_lr": 0.005, | |
| "pct_start": 0.1, | |
| "anneal_strategy": "cos" | |
| } | |
| }, | |
| "training_data": { | |
| "train_size": 102300, | |
| "val_size": 31654, | |
| "test_size": 31584, | |
| "vocab_size": 945, | |
| "data_source": "magnus_extracted_positions_m3_pro.pkl", | |
| "preprocessing": [] | |
| }, | |
| "git_commit": null, | |
| "dvc_version": null, | |
| "parent_version": null, | |
| "tags": [ | |
| "architecture:AdvancedMagnusModel", | |
| "experiment:magnus_advanced_training", | |
| "accuracy:0.066" | |
| ], | |
| "notes": "Training completed with 0.0665 accuracy", | |
| "model_size_mb": 10.151878356933594, | |
| "parameters_count": 2651538, | |
| "status": "training" | |
| } |