Characteristic-Region Gain Controller / bench_report.json
Failed on benchmark
1{
2 "bench_version": 1,
3 "track": "dynamics",
4 "model": "rnn_small",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
8 "best_cfg": {
9 "lr": 0.006,
10 "clip": 1.0
11 },
12 "sweep": [
13 {
14 "cfg": {
15 "lr": 0.0015,
16 "clip": null
17 },
18 "mean": 0.005481100233737379
19 },
20 {
21 "cfg": {
22 "lr": 0.0015,
23 "clip": 1.0
24 },
25 "mean": 0.004250517929904163
26 },
27 {
28 "cfg": {
29 "lr": 0.003,
30 "clip": null
31 },
32 "mean": 0.003975238680141047
33 },
34 {
35 "cfg": {
36 "lr": 0.003,
37 "clip": 1.0
38 },
39 "mean": 0.0035102504189126194
40 },
41 {
42 "cfg": {
43 "lr": 0.006,
44 "clip": null
45 },
46 "mean": 0.002146739774616435
47 },
48 {
49 "cfg": {
50 "lr": 0.006,
51 "clip": 1.0
52 },
53 "mean": 0.0013746844342676923
54 }
55 ],
56 "full": {
57 "mean": 0.0014901440081303008,
58 "std": 0.00046532711612512625,
59 "per_seed": [
60 0.0009367614984512329,
61 0.0008422294049523771,
62 0.0017605363391339779,
63 0.001959210494533181,
64 0.0009294281480833888,
65 0.0016490562120452523,
66 0.0019374506082385778,
67 0.0019064793596044183
68 ],
69 "n": 8
70 },
71 "idea_grid": [
72 {
73 "cfg": {
74 "lr": 0.0015,
75 "delta": 0.03
76 },
77 "mean": 0.001962410024134442
78 },
79 {
80 "cfg": {
81 "lr": 0.003,
82 "delta": 0.05
83 },
84 "mean": 0.0012551909894682467
85 },
86 {
87 "cfg": {
88 "lr": 0.006,
89 "delta": 0.1
90 },
91 "mean": 0.0011763981310650706
92 }
93 ],
94 "idea_best_cfg": {
95 "lr": 0.006,
96 "delta": 0.1
97 }
98 },
99 "idea": {
100 "mean": 0.001070475198503118,
101 "std": 0.00048340645360771137,
102 "per_seed": [
103 0.0018825745210051537,
104 0.0005507630994543433,
105 0.001416606828570366,
106 0.0008556480752304196,
107 0.0014776132302358747,
108 0.0004715493996627629,
109 0.0012880853610113263,
110 0.0006209610728546977
111 ],
112 "n": 8
113 },
114 "comparison": {
115 "delta_mean": -0.0004196688096271828,
116 "idea_wins": 6,
117 "n_pairs": 8,
118 "per_seed_diffs": [
119 0.0009458130225539207,
120 -0.00029146630549803376,
121 -0.000343929510563612,
122 -0.0011035624193027616,
123 0.0005481850821524858,
124 -0.0011775068123824894,
125 -0.0006493652472272515,
126 -0.0012855182867497206
127 ],
128 "p_value": 0.1834,
129 "mde": 0.0006828097406463084,
130 "mde_rel_pct": 45.821728431672646,
131 "verdict": "no significant win",
132 "system_worked": false
133 },
134 "mechanism_signature": {
135 "prediction": "feedback spectral radius should be held below 1-delta and correspond to local hidden sensitivity",
136 "measurement": {
137 "predicted_feedback_radius": 0.4187633916735649,
138 "observed_local_hidden_jacobian_gain": 0.715471138488652,
139 "relative_gap": 0.7085331526253469,
140 "n_models": 4,
141 "confirmed": false
142 }
143 },
144 "protocol": {
145 "epochs": 12,
146 "batch": 128,
147 "paired_seeds": [
148 0,
149 1,
150 2,
151 3,
152 4,
153 5,
154 6,
155 7
156 ],
157 "baseline_grid": [
158 {
159 "lr": 0.0015,
160 "clip": null
161 },
162 {
163 "lr": 0.0015,
164 "clip": 1.0
165 },
166 {
167 "lr": 0.003,
168 "clip": null
169 },
170 {
171 "lr": 0.003,
172 "clip": 1.0
173 },
174 {
175 "lr": 0.006,
176 "clip": null
177 },
178 {
179 "lr": 0.006,
180 "clip": 1.0
181 }
182 ],
183 "idea_grid": [
184 {
185 "lr": 0.0015,
186 "delta": 0.03
187 },
188 {
189 "lr": 0.003,
190 "delta": 0.05
191 },
192 {
193 "lr": 0.006,
194 "delta": 0.1
195 }
196 ]
197 }
198}