State-Dependent Metric Projected Optimizer / sensitivity.json
Beats tuned baseline
1[
2 {
3 "metric_beta": -0.5,
4 "alpha": 0.01,
5 "final_loss": 0.08998726293670144,
6 "theta": [
7 0.42423404610356635,
8 0.0
9 ],
10 "max_violation": 0
11 },
12 {
13 "metric_beta": -0.5,
14 "alpha": 0.03,
15 "final_loss": 20000.0,
16 "theta": [
17 1.964432267004463e-10,
18 2.0
19 ],
20 "max_violation": 0
21 },
22 {
23 "metric_beta": -0.5,
24 "alpha": 0.1,
25 "final_loss": 20000.0,
26 "theta": [
27 0.0,
28 2.0
29 ],
30 "max_violation": 0
31 },
32 {
33 "metric_beta": -0.25,
34 "alpha": 0.01,
35 "final_loss": 31.150188452792722,
36 "theta": [
37 0.24869016476603845,
38 0.07889140010643371
39 ],
40 "max_violation": 0
41 },
42 {
43 "metric_beta": -0.25,
44 "alpha": 0.03,
45 "final_loss": 20000.0,
46 "theta": [
47 3.2303771989633e-08,
48 2.0
49 ],
50 "max_violation": 0
51 },
52 {
53 "metric_beta": -0.25,
54 "alpha": 0.1,
55 "final_loss": 20000.0,
56 "theta": [
57 0.0,
58 2.0
59 ],
60 "max_violation": 0
61 },
62 {
63 "metric_beta": 0,
64 "alpha": 0.01,
65 "final_loss": 20000.01341652547,
66 "theta": [
67 0.16380796970808775,
68 2.0
69 ],
70 "max_violation": 0
71 },
72 {
73 "metric_beta": 0,
74 "alpha": 0.03,
75 "final_loss": 20000.000008645584,
76 "theta": [
77 0.004158265048925644,
78 2.0
79 ],
80 "max_violation": 0
81 },
82 {
83 "metric_beta": 0,
84 "alpha": 0.1,
85 "final_loss": 20000.0,
86 "theta": [
87 5.802988355301058e-09,
88 2.0
89 ],
90 "max_violation": 0
91 },
92 {
93 "metric_beta": 0.5,
94 "alpha": 0.01,
95 "final_loss": 20000.009604234638,
96 "theta": [
97 0.138594622089289,
98 2.0
99 ],
100 "max_violation": 0
101 },
102 {
103 "metric_beta": 0.5,
104 "alpha": 0.03,
105 "final_loss": 20000.001063273594,
106 "theta": [
107 0.0461145008597009,
108 2.0
109 ],
110 "max_violation": 0
111 },
112 {
113 "metric_beta": 0.5,
114 "alpha": 0.1,
115 "final_loss": 20000.000037146132,
116 "theta": [
117 0.008619296177346329,
118 2.0
119 ],
120 "max_violation": 0
121 }
122]