Projection-Regularized Gradient Updates / bench_report.json
Failed on benchmark
1{
2 "bench_version": 1,
3 "track": "tabular",
4 "model": "mlp_tiny",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
8 "best_cfg": {
9 "lr": 0.01
10 },
11 "sweep": [
12 {
13 "cfg": {
14 "lr": 0.001
15 },
16 "mean": 18.323792934417725
17 },
18 {
19 "cfg": {
20 "lr": 0.003
21 },
22 "mean": 12.731719493865967
23 },
24 {
25 "cfg": {
26 "lr": 0.01
27 },
28 "mean": 7.733822226524353
29 }
30 ],
31 "full": {
32 "mean": 7.905456006526947,
33 "std": 0.7333165741197974,
34 "per_seed": [
35 7.984025478363037,
36 6.387940406799316,
37 7.856008529663086,
38 8.707314491271973,
39 8.079574584960938,
40 7.502847671508789,
41 8.969817161560059,
42 7.756119728088379
43 ],
44 "n": 8
45 },
46 "all_union_rates": {
47 "0.001": {
48 "mean": 19.335745573043823,
49 "std": 3.657827404086414,
50 "per_seed": [
51 25.777250289916992,
52 13.66278076171875,
53 17.315614700317383,
54 16.539525985717773,
55 18.554529190063477,
56 18.02096939086914,
57 22.761363983154297,
58 22.053930282592773
59 ],
60 "n": 8
61 },
62 "0.003": {
63 "mean": 13.304376482963562,
64 "std": 1.3247165411283601,
65 "per_seed": [
66 14.347658157348633,
67 10.474533081054688,
68 13.201133728027344,
69 12.903553009033203,
70 13.815519332885742,
71 13.35650634765625,
72 12.940177917480469,
73 15.395930290222168
74 ],
75 "n": 8
76 },
77 "0.01": {
78 "mean": 7.905456006526947,
79 "std": 0.7333165741197974,
80 "per_seed": [
81 7.984025478363037,
82 6.387940406799316,
83 7.856008529663086,
84 8.707314491271973,
85 8.079574584960938,
86 7.502847671508789,
87 8.969817161560059,
88 7.756119728088379
89 ],
90 "n": 8
91 }
92 }
93 },
94 "idea": {
95 "mean": 11.219475030899048,
96 "std": 0.9330729672086647,
97 "per_seed": [
98 11.737688064575195,
99 9.196637153625488,
100 10.628690719604492,
101 11.08810806274414,
102 11.466021537780762,
103 11.766623497009277,
104 11.28360366821289,
105 12.588427543640137
106 ],
107 "n": 8
108 },
109 "comparison": {
110 "delta_mean": 3.314019024372101,
111 "idea_wins": 0,
112 "n_pairs": 8,
113 "per_seed_diffs": [
114 3.753662586212158,
115 2.808696746826172,
116 2.7726821899414062,
117 2.380793571472168,
118 3.386446952819824,
119 4.263775825500488,
120 2.313786506652832,
121 4.832307815551758
122 ],
123 "p_value": 0.0081,
124 "mde": 0.7627905507582391,
125 "mde_rel_pct": 9.648912727215984,
126 "verdict": "idea worse (significant)",
127 "system_worked": false
128 },
129 "mechanism_signature": {
130 "prediction": "weakly supported coordinates receive smaller update metric",
131 "observed": {
132 "support_fraction": 0.514455258846283,
133 "q_mean": 0.4733452796936035,
134 "grad_norm": 44.26974844932556
135 },
136 "confirmed": true
137 },
138 "idea_all_union_rates": {
139 "0.001": {
140 "mean": 198.77429580688477,
141 "std": 13.133327131145185,
142 "per_seed": [
143 210.48277282714844,
144 190.67105102539062,
145 208.48660278320312,
146 183.82296752929688,
147 205.18133544921875,
148 176.4065399169922,
149 198.54098510742188,
150 216.60211181640625
151 ],
152 "n": 8
153 },
154 "0.003": {
155 "mean": 39.026103258132935,
156 "std": 9.54746173172683,
157 "per_seed": [
158 48.3967170715332,
159 26.32292938232422,
160 37.33447265625,
161 32.64558410644531,
162 41.14009094238281,
163 27.771005630493164,
164 56.16447067260742,
165 42.433555603027344
166 ],
167 "n": 8
168 },
169 "0.01": {
170 "mean": 11.219475030899048,
171 "std": 0.9330729672086647,
172 "per_seed": [
173 11.737688064575195,
174 9.196637153625488,
175 10.628690719604492,
176 11.08810806274414,
177 11.466021537780762,
178 11.766623497009277,
179 11.28360366821289,
180 12.588427543640137
181 ],
182 "n": 8
183 }
184 },
185 "idea_best_lr": 0.01
186}