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theline-v1

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theline-v1
File size: 1,217 Bytes 
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{
  "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"
    }
  }
}