File size: 1,684 Bytes
4d5d3b2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
{
  "adapter_step": 150,
  "aggregate": {
    "action_drift": {
      "mean": 0.04181103652323751,
      "sample_std": 0.0037255139675296148
    },
    "context_norm": {
      "mean": 3.85867930483073,
      "sample_std": 0.0693783707416704
    },
    "fdm_idm_gradient_cosine": {
      "mean": 0.2850011901464313,
      "sample_std": 0.005215529972824796
    },
    "query_after": {
      "mean": 0.05078772071404577,
      "sample_std": 0.017237088578538194
    },
    "query_before": {
      "mean": 0.052160345446888336,
      "sample_std": 0.017354037860672814
    },
    "relative_improvement": {
      "mean": 0.038923753214173,
      "sample_std": 0.006885135176061624
    }
  },
  "num_pairs": 64,
  "per_seed": [
    {
      "action_drift": 0.045361220472841524,
      "context_norm": 3.9373552314937115,
      "fdm_idm_gradient_cosine": 0.29102229606360197,
      "flow_seed": 7,
      "query_after": 0.031454252548428485,
      "query_before": 0.032306357577908784,
      "relative_improvement": 0.032704711808037246
    },
    {
      "action_drift": 0.04213989316122024,
      "context_norm": 3.806267235428095,
      "fdm_idm_gradient_cosine": 0.2818835598882288,
      "flow_seed": 17,
      "query_after": 0.06455079208535608,
      "query_before": 0.06443829755698971,
      "relative_improvement": 0.046322531356963736
    },
    {
      "action_drift": 0.037931995935650775,
      "context_norm": 3.8324154475703835,
      "fdm_idm_gradient_cosine": 0.28209771448746324,
      "flow_seed": 27,
      "query_after": 0.056358117508352734,
      "query_before": 0.05973638120576652,
      "relative_improvement": 0.037744016477518016
    }
  ],
  "sample_seed": 41
}