1{
 2  "seed": 2096,
 3  "mechanism": {
 4    "residual_scaling": {
 5      "observed_slope": 2.0000000000016374,
 6      "predicted_slope": 2.0,
 7      "absolute_error": 1.6373569167171809e-12
 8    },
 9    "scheduler_target": {
10      "C": 2.6,
11      "epsilon": 0.05,
12      "claimed_sqrt_target": 0.1386750490563073,
13      "observed_h": 0.37582223284762506,
14      "observed_residual": 0.3739050961073697,
15      "formula_fixed_point_fourth_root": 0.37239098949398236,
16      "observed_vs_fourth_root_relative_error": 0.009214088016214329,
17      "claimed_target_relative_error": 1.7100926619829577,
18      "note": "The implemented formula lacks the multiplicative h_k present in the paper-style ratio controller."
19    },
20    "ratio_sweep": {
21      "observed_min": 0.7407407407407406,
22      "observed_max": 1.35,
23      "predicted_bounds": [
24        0.7407407407407407,
25        1.35
26      ]
27    }
28  },
29  "benchmark": {
30    "fixed": {
31      "final_loss": 0.07088229516521097,
32      "final_accuracy": 0.9697083622217179,
33      "best_loss": 0.013873971998691559,
34      "mean_interval": 0.08,
35      "interval_min": 0.08,
36      "interval_max": 0.08
37    },
38    "cosine": {
39      "final_loss": 0.07511417027562857,
40      "final_accuracy": 0.9700000286102295,
41      "best_loss": 0.018428776413202286,
42      "mean_interval": 0.04015384615384616,
43      "interval_min": 2.9199657755718536e-06,
44      "interval_max": 0.08
45    },
46    "adaptive": {
47      "final_loss": 0.06976893227547407,
48      "final_accuracy": 0.969750028848648,
49      "best_loss": 0.010953235439956188,
50      "mean_interval": 0.13216847227676942,
51      "interval_min": 0.08,
52      "interval_max": 0.17927704260472446
53    },
54    "device": "cuda"
55  }
56}