| { | |
| "model_architecture": { | |
| "input_shape": [ | |
| null, | |
| 9 | |
| ], | |
| "output_shape": [ | |
| null, | |
| 3 | |
| ], | |
| "total_params": 3683, | |
| "trainable_params": 3491 | |
| }, | |
| "training_info": { | |
| "final_accuracy": 0.9865882396697998, | |
| "final_loss": 0.048811547458171844, | |
| "epochs_trained": 30, | |
| "best_accuracy": 0.987686276435852, | |
| "test_accuracy": 0.9879111051559448, | |
| "test_loss": 0.04710409790277481, | |
| "training_date": "2025-09-07T19:52:09.037470" | |
| }, | |
| "training_parameters": { | |
| "num_samples": 75000, | |
| "epochs": 30, | |
| "batch_size": 64, | |
| "validation_split": 0.2, | |
| "test_split": 0.15, | |
| "early_stopping_patience": 8, | |
| "reduce_lr_patience": 5 | |
| }, | |
| "repository_info": { | |
| "huggingface_repo": "Relacosm/theline-v1", | |
| "wandb_project": "ai-racing-game" | |
| }, | |
| "usage_instructions": { | |
| "input_format": "9-dimensional array: [lane0_near, lane0_far, lane1_near, lane1_far, lane2_near, lane2_far, current_lane_norm, progress_norm, speed_factor]", | |
| "output_format": "3-dimensional probability array: [left_probability, stay_probability, right_probability]", | |
| "action_mapping": { | |
| "0": "Move Left", | |
| "1": "Stay", | |
| "2": "Move Right" | |
| } | |
| } | |
| } |