Permutation-Mixed Orthogonal Quantization / results.json
Mechanism failed
1{
2 "seed": 2532,
3 "coherence": [
4 {
5 "d": 16,
6 "coherence_mu_mean": 2.79,
7 "coherence_mu_p95": 3.5,
8 "predicted_sqrt_2logd": 2.3548200450309493,
9 "ratio_mean_to_prediction": 1.1848039114017865,
10 "orthogonality_fro_mean": 0.0
11 },
12 {
13 "d": 32,
14 "coherence_mu_mean": 3.275672163846681,
15 "coherence_mu_p95": 3.889087296526011,
16 "predicted_sqrt_2logd": 2.6327688477341593,
17 "ratio_mean_to_prediction": 1.244192845363475,
18 "orthogonality_fro_mean": 1.1436473343459574e-15
19 },
20 {
21 "d": 64,
22 "coherence_mu_mean": 3.68375,
23 "coherence_mu_p95": 4.25,
24 "predicted_sqrt_2logd": 2.884053773201766,
25 "ratio_mean_to_prediction": 1.277282009867119,
26 "orthogonality_fro_mean": 0.0
27 },
28 {
29 "d": 128,
30 "coherence_mu_mean": 4.084425544828795,
31 "coherence_mu_p95": 4.605032912477387,
32 "predicted_sqrt_2logd": 3.115134110730906,
33 "ratio_mean_to_prediction": 1.3111556034646814,
34 "orthogonality_fro_mean": 2.4468730915500207e-15
35 },
36 {
37 "d": 256,
38 "coherence_mu_mean": 4.38875,
39 "coherence_mu_p95": 5.0,
40 "predicted_sqrt_2logd": 3.3302184446307908,
41 "ratio_mean_to_prediction": 1.3178564928903829,
42 "orthogonality_fro_mean": 0.0
43 }
44 ],
45 "coherence_scaled_loglog_slope": -0.3374567853757596,
46 "quantization": [
47 {
48 "d": 64,
49 "sparsity": 0.00390625,
50 "baseline_nmse": 0.0,
51 "perm_nmse": 0.0296875,
52 "mixed_nmse": 0.00022477005939094402,
53 "mixed_gain_vs_baseline": 0.0,
54 "baseline_max_abs_mean": 1.0,
55 "mixed_max_abs_mean": 0.3350625
56 },
57 {
58 "d": 64,
59 "sparsity": 0.015625,
60 "baseline_nmse": 0.0,
61 "perm_nmse": 0.0303125,
62 "mixed_nmse": 0.00023056279396524248,
63 "mixed_gain_vs_baseline": 0.0,
64 "baseline_max_abs_mean": 1.0,
65 "mixed_max_abs_mean": 0.3364375
66 },
67 {
68 "d": 64,
69 "sparsity": 0.0625,
70 "baseline_nmse": 5.007020024128136e-05,
71 "perm_nmse": 0.031358130457440896,
72 "mixed_nmse": 0.00018605054245165046,
73 "mixed_gain_vs_baseline": 0.26912149559732274,
74 "baseline_max_abs_mean": 0.7749742380438411,
75 "mixed_max_abs_mean": 0.33095030532558883
76 },
77 {
78 "d": 64,
79 "sparsity": 0.25,
80 "baseline_nmse": 0.00011335435805948431,
81 "perm_nmse": 0.03085641051812213,
82 "mixed_nmse": 0.0001841300185751687,
83 "mixed_gain_vs_baseline": 0.6156212818346556,
84 "baseline_max_abs_mean": 0.5297233941205612,
85 "mixed_max_abs_mean": 0.3278071731438135
86 },
87 {
88 "d": 64,
89 "sparsity": 1.0,
90 "baseline_nmse": 0.00018260882913090845,
91 "perm_nmse": 0.03032551543095949,
92 "mixed_nmse": 0.00018143236355405636,
93 "mixed_gain_vs_baseline": 1.006484320403518,
94 "baseline_max_abs_mean": 0.32682240532217804,
95 "mixed_max_abs_mean": 0.3260277501091359
96 },
97 {
98 "d": 128,
99 "sparsity": 0.00390625,
100 "baseline_nmse": 0.0,
101 "perm_nmse": 0.0151875,
102 "mixed_nmse": 0.000135434364785953,
103 "mixed_gain_vs_baseline": 0.0,
104 "baseline_max_abs_mean": 1.0,
105 "mixed_max_abs_mean": 0.25337499999999996
106 },
107 {
108 "d": 128,
109 "sparsity": 0.015625,
110 "baseline_nmse": 1.0956146740752777e-05,
111 "perm_nmse": 0.01556514631526912,
112 "mixed_nmse": 0.00011160821901867812,
113 "mixed_gain_vs_baseline": 0.09816612823934784,
114 "baseline_max_abs_mean": 0.9001500908560048,
115 "mixed_max_abs_mean": 0.25151120652661846
116 },
117 {
118 "d": 128,
119 "sparsity": 0.0625,
120 "baseline_nmse": 3.919563999053941e-05,
121 "perm_nmse": 0.015688806903152566,
122 "mixed_nmse": 0.00010700701057283124,
123 "mixed_gain_vs_baseline": 0.3662903933183147,
124 "baseline_max_abs_mean": 0.6454312941021378,
125 "mixed_max_abs_mean": 0.25014299303071547
126 },
127 {
128 "d": 128,
129 "sparsity": 0.25,
130 "baseline_nmse": 7.376728331675859e-05,
131 "perm_nmse": 0.015659480130169358,
132 "mixed_nmse": 0.00010708813863340138,
133 "mixed_gain_vs_baseline": 0.688846442361733,
134 "baseline_max_abs_mean": 0.41786530282941564,
135 "mixed_max_abs_mean": 0.2505182075032545
136 },
137 {
138 "d": 128,
139 "sparsity": 1.0,
140 "baseline_nmse": 0.00010964554786904225,
141 "perm_nmse": 0.015644020141414215,
142 "mixed_nmse": 0.00010649303228570181,
143 "mixed_gain_vs_baseline": 1.0296030220539012,
144 "baseline_max_abs_mean": 0.2524043488828839,
145 "mixed_max_abs_mean": 0.24933231979276246
146 },
147 {
148 "d": 256,
149 "sparsity": 0.00390625,
150 "baseline_nmse": 0.0,
151 "perm_nmse": 0.0078125,
152 "mixed_nmse": 5.844579910745438e-05,
153 "mixed_gain_vs_baseline": 0.0,
154 "baseline_max_abs_mean": 1.0,
155 "mixed_max_abs_mean": 0.190703125
156 },
157 {
158 "d": 256,
159 "sparsity": 0.015625,
160 "baseline_nmse": 1.2561077563910626e-05,
161 "perm_nmse": 0.007849198525718895,
162 "mixed_nmse": 6.198516448712639e-05,
163 "mixed_gain_vs_baseline": 0.20264651498213604,
164 "baseline_max_abs_mean": 0.7864933684953643,
165 "mixed_max_abs_mean": 0.19000694325294054
166 },
167 {
168 "d": 256,
169 "sparsity": 0.0625,
170 "baseline_nmse": 2.833163718560999e-05,
171 "perm_nmse": 0.007854259668837571,
172 "mixed_nmse": 6.185703199873544e-05,
173 "mixed_gain_vs_baseline": 0.4580180501739751,
174 "baseline_max_abs_mean": 0.5268138120631313,
175 "mixed_max_abs_mean": 0.18990319351705065
176 },
177 {
178 "d": 256,
179 "sparsity": 0.25,
180 "baseline_nmse": 4.575180074265077e-05,
181 "perm_nmse": 0.007844549536468588,
182 "mixed_nmse": 6.248983377492245e-05,
183 "mixed_gain_vs_baseline": 0.7321479027683259,
184 "baseline_max_abs_mean": 0.3277163557815966,
185 "mixed_max_abs_mean": 0.1908455862305645
186 },
187 {
188 "d": 256,
189 "sparsity": 1.0,
190 "baseline_nmse": 6.200164969009093e-05,
191 "perm_nmse": 0.007807336418178764,
192 "mixed_nmse": 6.179074548609499e-05,
193 "mixed_gain_vs_baseline": 1.0034132005098304,
194 "baseline_max_abs_mean": 0.19000638284793878,
195 "mixed_max_abs_mean": 0.18981466180953885
196 }
197 ],
198 "sparse_spreading_prediction": [
199 {
200 "d": 64,
201 "predicted_mixed_max_scale": 0.36050672165022074,
202 "observed_mixed_max_abs": 0.3350625,
203 "observed_identity_max_abs": 1.0,
204 "predicted_identity_max_abs": 1.0,
205 "observed_mixed_to_identity": 0.3350625
206 },
207 {
208 "d": 128,
209 "predicted_mixed_max_scale": 0.27534155675041866,
210 "observed_mixed_max_abs": 0.25337499999999996,
211 "observed_identity_max_abs": 1.0,
212 "predicted_identity_max_abs": 1.0,
213 "observed_mixed_to_identity": 0.25337499999999996
214 },
215 {
216 "d": 256,
217 "predicted_mixed_max_scale": 0.20813865278942442,
218 "observed_mixed_max_abs": 0.190703125,
219 "observed_identity_max_abs": 1.0,
220 "predicted_identity_max_abs": 1.0,
221 "observed_mixed_to_identity": 0.190703125
222 }
223 ],
224 "sampling": [
225 {
226 "d": 128,
227 "m": 4,
228 "predicted_nmse": 31.0,
229 "identity_mean_nmse": 35.24,
230 "mixed_mean_nmse": 30.953437499999982,
231 "mixed_p95_nmse": 73.18749999999994,
232 "identity_max_coordinate_energy": 1.0,
233 "mixed_max_coordinate_energy": 0.062499999999999986
234 },
235 {
236 "d": 128,
237 "m": 16,
238 "predicted_nmse": 7.0,
239 "identity_mean_nmse": 6.712,
240 "mixed_mean_nmse": 7.029749999999997,
241 "mixed_p95_nmse": 10.515624999999995,
242 "identity_max_coordinate_energy": 1.0,
243 "mixed_max_coordinate_energy": 0.062499999999999986
244 },
245 {
246 "d": 128,
247 "m": 64,
248 "predicted_nmse": 1.0,
249 "identity_mean_nmse": 1.0,
250 "mixed_mean_nmse": 0.9999999999999997,
251 "mixed_p95_nmse": 0.9999999999999996,
252 "identity_max_coordinate_energy": 1.0,
253 "mixed_max_coordinate_energy": 0.062499999999999986
254 }
255 ]
256}