Capitalization-Efficiency Monitor / results.json
Mechanism confirmed, baseline not beaten
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}