[ { "depth": 4, "reg_type": "mult_linear", "lambda_reg": 0.0005, "vanilla_acc": 0.6218, "lyapunov_acc": 0.6261, "final_lyap": 1.8550749617769284, "delta": 0.0042999999999999705 }, { "depth": 4, "reg_type": "mult_log", "lambda_reg": 0.0005, "vanilla_acc": 0.6274, "lyapunov_acc": 0.6257, "final_lyap": 1.8731456775494548, "delta": -0.0016999999999999238 }, { "depth": 4, "reg_type": "mult_linear", "lambda_reg": 0.001, "vanilla_acc": 0.6246, "lyapunov_acc": 0.6266, "final_lyap": 1.8684821153235862, "delta": 0.0020000000000000018 }, { "depth": 4, "reg_type": "mult_log", "lambda_reg": 0.001, "vanilla_acc": 0.6227, "lyapunov_acc": 0.6295, "final_lyap": 1.8498379275621966, "delta": 0.006799999999999917 }, { "depth": 4, "reg_type": "mult_linear", "lambda_reg": 0.002, "vanilla_acc": 0.6239, "lyapunov_acc": 0.6225, "final_lyap": 1.857148877190202, "delta": -0.0013999999999999568 }, { "depth": 4, "reg_type": "mult_log", "lambda_reg": 0.002, "vanilla_acc": 0.6263, "lyapunov_acc": 0.6256, "final_lyap": 1.8521263358538107, "delta": -0.0006999999999999229 }, { "depth": 4, "reg_type": "mult_linear", "lambda_reg": 0.005, "vanilla_acc": 0.6225, "lyapunov_acc": 0.6247, "final_lyap": 1.8505821307296948, "delta": 0.0021999999999999797 }, { "depth": 4, "reg_type": "mult_log", "lambda_reg": 0.005, "vanilla_acc": 0.6209, "lyapunov_acc": 0.6283, "final_lyap": 1.85115134228221, "delta": 0.007399999999999962 } ]