Bregman-Projection Polyak Optimizer / results.json
Failed on benchmark
1{
2 "core": {
3 "p": [
4 0.55,
5 0.3,
6 0.15
7 ],
8 "g": [
9 0.8,
10 -0.3,
11 1.4
12 ],
13 "weighted_variance": 0.35940000000000005,
14 "reachable_delta": 0.8600000000000001,
15 "small_gap": [
16 [
17 1e-07,
18 2.7824150340892224e-07,
19 2.7824150340892224,
20 true
21 ],
22 [
23 5.179474679231213e-07,
24 1.4411446021465683e-06,
25 2.7824146103567338,
26 true
27 ],
28 [
29 2.6826957952797274e-06,
30 7.464366076718557e-06,
31 2.782412411370794,
32 true
33 ],
34 [
35 1.3894954943731361e-05,
36 3.8661336850582504e-05,
37 2.782401023043574,
38 true
39 ],
40 [
41 7.196856730011529e-05,
42 0.00020024117079884906,
43 2.7823420461300232,
44 true
45 ],
46 [
47 0.00037275937203149417,
48 0.0010370302961489747,
49 2.782036815056542,
50 true
51 ],
52 [
53 0.0019306977288832496,
54 0.005368232179719193,
55 2.7804622647089743,
56 true
57 ],
58 [
59 0.01,
60 0.027724770792328192,
61 2.7724770792328193,
62 true
63 ]
64 ],
65 "small_gap_prediction_lambda_over_delta": 2.7824151363383414,
66 "small_gap_observed_first": 2.7824150340892224,
67 "scaling": [
68 {
69 "a": 0.25,
70 "lambda": 2.1040881346512004,
71 "predicted_lambda": 2.1040881346512004,
72 "lambda_ratio": 1.0,
73 "x_error": 0.0,
74 "ok": true
75 },
76 {
77 "a": 0.5,
78 "lambda": 1.0520440673256002,
79 "predicted_lambda": 1.0520440673256002,
80 "lambda_ratio": 1.0,
81 "x_error": 0.0,
82 "ok": true
83 },
84 {
85 "a": 1.0,
86 "lambda": 0.5260220336628001,
87 "predicted_lambda": 0.5260220336628001,
88 "lambda_ratio": 1.0,
89 "x_error": 0.0,
90 "ok": true
91 },
92 {
93 "a": 2.0,
94 "lambda": 0.26301101683140005,
95 "predicted_lambda": 0.26301101683140005,
96 "lambda_ratio": 1.0,
97 "x_error": 0.0,
98 "ok": true
99 },
100 {
101 "a": 4.0,
102 "lambda": 0.13150550841570002,
103 "predicted_lambda": 0.13150550841570002,
104 "lambda_ratio": 1.0,
105 "x_error": 0.0,
106 "ok": true
107 }
108 ],
109 "fixed_delta_local_scaling": [
110 {
111 "a": 0.25,
112 "lambda": 4.451863568265071e-06,
113 "predicted_lambda": 4.451864218141346e-06,
114 "ratio": 0.9999998540215417,
115 "ok": true
116 },
117 {
118 "a": 0.5,
119 "lambda": 1.1129659734099295e-06,
120 "predicted_lambda": 1.1129660545353365e-06,
121 "ratio": 0.9999999271088218,
122 "ok": true
123 },
124 {
125 "a": 1.0,
126 "lambda": 2.7824150340892224e-07,
127 "predicted_lambda": 2.7824151363383414e-07,
128 "ratio": 0.9999999632516666,
129 "ok": true
130 },
131 {
132 "a": 2.0,
133 "lambda": 6.956037714583863e-08,
134 "predicted_lambda": 6.956037840845853e-08,
135 "ratio": 0.9999999818485762,
136 "ok": true
137 },
138 {
139 "a": 4.0,
140 "lambda": 1.7390094457040803e-08,
141 "predicted_lambda": 1.7390094602114634e-08,
142 "ratio": 0.9999999916576744,
143 "ok": true
144 }
145 ],
146 "boundary": [
147 {
148 "fraction": 0.0,
149 "delta": 0.0,
150 "success": true,
151 "lambda": 0.0
152 },
153 {
154 "fraction": 0.25,
155 "delta": 0.21500000000000002,
156 "success": true,
157 "lambda": 0.5709296075437156
158 },
159 {
160 "fraction": 0.5,
161 "delta": 0.43000000000000005,
162 "success": true,
163 "lambda": 1.16241063638122
164 },
165 {
166 "fraction": 0.9,
167 "delta": 0.7740000000000001,
168 "success": true,
169 "lambda": 2.8622702818859
170 },
171 {
172 "fraction": 0.999999,
173 "delta": 0.8599991400000001,
174 "success": true,
175 "lambda": 13.334472669158618
176 },
177 {
178 "fraction": 1.001,
179 "delta": 0.86086,
180 "success": false,
181 "lambda": null
182 },
183 {
184 "fraction": 1.5,
185 "delta": 1.29,
186 "success": false,
187 "lambda": null
188 }
189 ]
190 },
191 "optimization": {
192 "target_q": [
193 0.13053029268585706,
194 0.10001114584954197,
195 0.08283915637990574,
196 0.1377772644255344,
197 0.0795354416739991,
198 0.19889942283601422,
199 0.14352474094552947,
200 0.12688253520361795
201 ],
202 "steps": 120,
203 "entropy_loss_start": 0.005235341457534186,
204 "entropy_loss_final": 2.792598419361492e-33,
205 "euclidean_loss_start": 0.005235341457534186,
206 "euclidean_loss_final": 4.9111213581874514e-32,
207 "entropy_loss_at_10": 2.3863244669538293e-08,
208 "euclidean_loss_at_10": 1.9971242742671485e-08,
209 "entropy_max_halfspace_residual": 1.0842021724855044e-18,
210 "euclidean_max_halfspace_residual_after_projection": 4.336808689942018e-19
211 }
212}