Pole-radius tuning for gradient tracking / results.json

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 1{
 2  "seed": 1324,
 3  "root_residual_max": 1.1102230246251565e-16,
 4  "prediction_1_boundary": {
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27      {
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30        "rho": 1.0266520626871416,
31        "stable_observed": false
32      }
33    ]
34  },
35  "prediction_2_inverse_curvature": [
36    {
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39      "observed_alpha_c": 1.2804434478159388,
40      "relative_error": 0.00034644360620197234
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42    {
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45      "observed_alpha_c": 0.6402300433477828,
46      "relative_error": 0.0003594427309103892
47    },
48    {
49      "q": 4.0,
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51      "observed_alpha_c": 0.3201233411137046,
52      "relative_error": 0.0003854409803267025
53    },
54    {
55      "q": 8.0,
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57      "observed_alpha_c": 0.16000600200066692,
58      "relative_error": 3.751250416805101e-05
59    }
60  ],
61  "prediction_3_minimax": {
62    "lambdas": [
63      0.2,
64      0.6,
65      0.85
66    ],
67    "q_interval": [
68      1.0,
69      5.0
70    ],
71    "tuned_alpha": 0.0005,
72    "tuned_predicted_rho": 0.8681552183703267,
73    "fixed_alpha": 0.05,
74    "fixed_predicted_rho": 0.9554886114323223,
75    "predicted_improvement": 0.08733339306199561
76  },
77  "toy_diging": {
78    "rounds": 250,
79    "tuned_alpha": 0.0005,
80    "fixed_alpha": 0.05,
81    "initial_loss": 4.687554509525809,
82    "final_loss_fixed": 5.653955860492998,
83    "final_loss_tuned": 6.057292094963412,
84    "final_tracker_fixed": 1.3263334425245387e-08,
85    "final_tracker_tuned": 0.007010515260586067,
86    "final_mean_error_fixed": 2.0942393416561347e-09,
87    "final_mean_error_tuned": 0.5416198567713206
88  }
89}