[ { "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 } ]