Chernoff-Tied Neural Evolution / results.json

Mechanism failed

Raw ⬇ ZIP
 1{
 2  "device": "cuda",
 3  "math": {
 4    "generator_errors": [
 5      1.137629439540433e-07,
 6      2.437597572679806e-07,
 7      4.6109849449749163e-07,
 8      9.904566695695394e-07
 9    ],
10    "growth": [
11      {
12        "h": 0.2,
13        "final_error": 0.0012449397472664714,
14        "bound": 0.09668323660518631,
15        "Lh": 1.0002424716949463
16      },
17      {
18        "h": 0.1,
19        "final_error": 0.002865211572498083,
20        "bound": 0.19354209854885074,
21        "Lh": 1.0003094673156738
22      },
23      {
24        "h": 0.05,
25        "final_error": 0.005295451730489731,
26        "bound": 0.3862127142284887,
27        "Lh": 0.9999093413352966
28      },
29      {
30        "h": 0.025,
31        "final_error": 0.010768923908472061,
32        "bound": 0.7762694634806424,
33        "Lh": 1.0002102851867676
34      }
35    ]
36  },
37  "params_tied": 552,
38  "params_untied": 11040,
39  "rollout": {
40    "1": {
41      "tied": 0.029535450041294098,
42      "untied": 0.02110530249774456
43    },
44    "2": {
45      "tied": 0.022324057295918465
46    },
47    "5": {
48      "tied": 0.0253306832164526
49    },
50    "10": {
51      "tied": 0.03348327800631523
52    }
53  }
54}