Active Resolvent Regularization / results.json
Mechanism failed
1{
2 "mechanism": {
3 "q": 0.25,
4 "mp_delta": 0.25,
5 "observed_delta": 0.24767047178643462,
6 "k_norm": 0.9999999999999999,
7 "predicted_ec_mp": 0.25000000000000006,
8 "predicted_ec_empirical_gap": 0.24767047178643464,
9 "observed_chi_25pct_eps": 1.3,
10 "observed_instability_eps": NaN,
11 "rows": [
12 {
13 "eps": 0.0,
14 "ratio": 0.0,
15 "chi": 0.07973345894855183,
16 "max_real_eig": -0.24767047178643414,
17 "gain": 1.0
18 },
19 {
20 "eps": 0.05,
21 "ratio": 0.20188115135144097,
22 "chi": 0.07964251622705601,
23 "max_real_eig": -0.24835211656418976,
24 "gain": 1.0
25 },
26 {
27 "eps": 0.1,
28 "ratio": 0.40376230270288194,
29 "chi": 0.07966232665786002,
30 "max_real_eig": -0.24910189874989586,
31 "gain": 1.0
32 },
33 {
34 "eps": 0.15000000000000002,
35 "ratio": 0.605643454054323,
36 "chi": 0.07978570587345268,
37 "max_real_eig": -0.2503675881786842,
38 "gain": 1.0
39 },
40 {
41 "eps": 0.2,
42 "ratio": 0.8075246054057639,
43 "chi": 0.08000574405813753,
44 "max_real_eig": -0.25304169553616324,
45 "gain": 1.0
46 },
47 {
48 "eps": 0.25,
49 "ratio": 1.0094057567572048,
50 "chi": 0.08031569277841594,
51 "max_real_eig": -0.25939687126663014,
52 "gain": 1.0
53 },
54 {
55 "eps": 0.30000000000000004,
56 "ratio": 1.211286908108646,
57 "chi": 0.08070886402563608,
58 "max_real_eig": -0.2582843354777646,
59 "gain": 1.0
60 },
61 {
62 "eps": 0.35000000000000003,
63 "ratio": 1.4131680594600868,
64 "chi": 0.08117855212569255,
65 "max_real_eig": -0.2576055070038735,
66 "gain": 1.0
67 },
68 {
69 "eps": 0.4,
70 "ratio": 1.6150492108115277,
71 "chi": 0.08171798860333213,
72 "max_real_eig": -0.2574165183702145,
73 "gain": 1.0
74 },
75 {
76 "eps": 0.45,
77 "ratio": 1.8169303621629687,
78 "chi": 0.08232034033989175,
79 "max_real_eig": -0.2577594858884916,
80 "gain": 1.0
81 },
82 {
83 "eps": 0.5,
84 "ratio": 2.0188115135144096,
85 "chi": 0.08297876217500814,
86 "max_real_eig": -0.2586636085926788,
87 "gain": 1.0
88 },
89 {
90 "eps": 0.55,
91 "ratio": 2.2206926648658505,
92 "chi": 0.0836865158428163,
93 "max_real_eig": -0.2601393191422138,
94 "gain": 1.0
95 },
96 {
97 "eps": 0.6000000000000001,
98 "ratio": 2.422573816217292,
99 "chi": 0.08443716698818957,
100 "max_real_eig": -0.2621628208764946,
101 "gain": 1.0
102 },
103 {
104 "eps": 0.65,
105 "ratio": 2.6244549675687323,
106 "chi": 0.08522487027286678,
107 "max_real_eig": -0.2646489941585952,
108 "gain": 1.0
109 },
110 {
111 "eps": 0.7000000000000001,
112 "ratio": 2.8263361189201737,
113 "chi": 0.08604474895112604,
114 "max_real_eig": -0.2674225718883403,
115 "gain": 1.0
116 },
117 {
118 "eps": 0.75,
119 "ratio": 3.028217270271614,
120 "chi": 0.08689337007720552,
121 "max_real_eig": -0.2702272744529021,
122 "gain": 1.0
123 },
124 {
125 "eps": 0.8,
126 "ratio": 3.2300984216230555,
127 "chi": 0.08776931067386742,
128 "max_real_eig": -0.27281580774453584,
129 "gain": 1.0
130 },
131 {
132 "eps": 0.8500000000000001,
133 "ratio": 3.4319795729744964,
134 "chi": 0.08867380525183632,
135 "max_real_eig": -0.27506594698897596,
136 "gain": 1.0
137 },
138 {
139 "eps": 0.9,
140 "ratio": 3.6338607243259373,
141 "chi": 0.08961146278498625,
142 "max_real_eig": -0.27700377500888795,
143 "gain": 1.0
144 },
145 {
146 "eps": 0.9500000000000001,
147 "ratio": 3.8357418756773787,
148 "chi": 0.09059104327064073,
149 "max_real_eig": -0.2787376289106845,
150 "gain": 1.0
151 },
152 {
153 "eps": 1.0,
154 "ratio": 4.037623027028819,
155 "chi": 0.09162629156007435,
156 "max_real_eig": -0.28038858392604504,
157 "gain": 1.0
158 },
159 {
160 "eps": 1.05,
161 "ratio": 4.23950417838026,
162 "chi": 0.09273683984309423,
163 "max_real_eig": -0.28204835333480294,
164 "gain": 1.0
165 },
166 {
167 "eps": 1.1,
168 "ratio": 4.441385329731701,
169 "chi": 0.09394921006356421,
170 "max_real_eig": -0.2837484184210566,
171 "gain": 1.0
172 },
173 {
174 "eps": 1.1500000000000001,
175 "ratio": 4.643266481083142,
176 "chi": 0.09529797341477289,
177 "max_real_eig": -0.28542453759352376,
178 "gain": 1.0
179 },
180 {
181 "eps": 1.2000000000000002,
182 "ratio": 4.845147632434584,
183 "chi": 0.09682715592992874,
184 "max_real_eig": -0.28688773679763635,
185 "gain": 1.0
186 },
187 {
188 "eps": 1.25,
189 "ratio": 5.047028783786024,
190 "chi": 0.09859201791078243,
191 "max_real_eig": -0.287856202227708,
192 "gain": 1.0
193 },
194 {
195 "eps": 1.3,
196 "ratio": 5.248909935137465,
197 "chi": 0.1006613829250154,
198 "max_real_eig": -0.28808660852687407,
199 "gain": 1.008309643875585
200 },
201 {
202 "eps": 1.35,
203 "ratio": 5.4507910864889055,
204 "chi": 0.10312075401307669,
205 "max_real_eig": -0.2874892964807581,
206 "gain": 1.017538137903651
207 },
208 {
209 "eps": 1.4000000000000001,
210 "ratio": 5.652672237840347,
211 "chi": 0.10607653838073089,
212 "max_real_eig": -0.28606076885289333,
213 "gain": 1.0279221654924207
214 },
215 {
216 "eps": 1.4500000000000002,
217 "ratio": 5.854553389191788,
218 "chi": 0.10966181939528172,
219 "max_real_eig": -0.2836418587082947,
220 "gain": 1.0450274213053763
221 },
222 {
223 "eps": 1.5,
224 "ratio": 6.056434540543228,
225 "chi": 0.11404428467433947,
226 "max_real_eig": -0.27954154214217897,
227 "gain": 1.0625886809873322
228 }
229 ]
230 },
231 "baseline": {
232 "loss": 7.290517532965168e-05,
233 "max_real_eig": 0.19013658165931702,
234 "gain": 10.96242904663086,
235 "chi": 129.1301727294922,
236 "device": "cuda"
237 },
238 "idea": {
239 "loss": 0.0001353462866973132,
240 "max_real_eig": 0.8869774341583252,
241 "gain": 2725.58056640625,
242 "chi": 2.008720636367798,
243 "device": "cuda"
244 }
245}