Capitalization-Efficiency Monitor / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "toy": {
 3    "predictions": {
 4      "KL_loglog_slope": 2.0,
 5      "small_step_value_loglog_slope": 1.0,
 6      "small_step_eta_loglog_slope": -1.0,
 7      "aligned_value_zero_crossing": 1.7,
 8      "nuisance_eta": -1.6
 9    },
10    "observed": {
11      "KL_loglog_slope": 1.9999999999999976,
12      "small_step_value_loglog_slope": 0.9986398186036927,
13      "small_step_eta_loglog_slope": -1.0013601813963027,
14      "aligned_value_zero_crossing_bracket": [
15        1.517735322151791,
16        1.7996056369365374
17      ],
18      "nuisance_eta_mean": -1.6000000000000003,
19      "nuisance_eta_std": 2.1971946645508384e-16
20    }
21  },
22  "neural": {
23    "baseline_adam": {
24      "test_mse": 0.1815304309129715,
25      "updates": 180,
26      "total_kl": 1.7280318087432534,
27      "late_eta": -0.05833497793072958,
28      "device": "cuda"
29    },
30    "monitor_adam": {
31      "test_mse": 0.16839289665222168,
32      "updates": 180,
33      "total_kl": 1.6770610799139831,
34      "late_eta": -0.5276720628923455,
35      "device": "cuda"
36    }
37  }
38}