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path: root/runs/scaled_grid/depth8_results.json
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[
  {
    "depth": 8,
    "reg_type": "mult_linear",
    "lambda_reg": 0.0005,
    "vanilla_acc": 0.598,
    "lyapunov_acc": 0.1211,
    "final_lyap": 1.6667386299508917,
    "delta": -0.4769
  },
  {
    "depth": 8,
    "reg_type": "mult_log",
    "lambda_reg": 0.0005,
    "vanilla_acc": 0.6001,
    "lyapunov_acc": 0.1496,
    "final_lyap": 2.8280510804842196,
    "delta": -0.45049999999999996
  },
  {
    "depth": 8,
    "reg_type": "mult_linear",
    "lambda_reg": 0.001,
    "vanilla_acc": 0.6135,
    "lyapunov_acc": 0.0416,
    "final_lyap": 1.6417268728051344,
    "delta": -0.5719000000000001
  },
  {
    "depth": 8,
    "reg_type": "mult_log",
    "lambda_reg": 0.001,
    "vanilla_acc": 0.614,
    "lyapunov_acc": 0.0284,
    "final_lyap": 1.7420761701091172,
    "delta": -0.5856
  },
  {
    "depth": 8,
    "reg_type": "mult_linear",
    "lambda_reg": 0.002,
    "vanilla_acc": 0.6013,
    "lyapunov_acc": 0.0124,
    "final_lyap": 1.5505759414199674,
    "delta": -0.5889
  },
  {
    "depth": 8,
    "reg_type": "mult_log",
    "lambda_reg": 0.002,
    "vanilla_acc": 0.6151,
    "lyapunov_acc": 0.034,
    "final_lyap": 1.650208347593732,
    "delta": -0.5811
  },
  {
    "depth": 8,
    "reg_type": "mult_linear",
    "lambda_reg": 0.005,
    "vanilla_acc": 0.5899,
    "lyapunov_acc": 0.0131,
    "final_lyap": 1.551591167364584,
    "delta": -0.5768
  },
  {
    "depth": 8,
    "reg_type": "mult_log",
    "lambda_reg": 0.005,
    "vanilla_acc": 0.6099,
    "lyapunov_acc": 0.014,
    "final_lyap": 1.5811159315011691,
    "delta": -0.5959
  }
]