Gauge-Free Spectral OT Layer / results.json
Failed on benchmark
1{
2 "seed": 2227,
3 "predictions": {
4 "gauge_invariance_max_abs_plan_change": [
5 0.0,
6 2.6020852139652106e-17,
7 2.7755575615628914e-17,
8 2.706168622523819e-16,
9 4.8433479449272454e-15
10 ],
11 "gauge_jacobian_singular_values": [
12 0.7029587834194135,
13 0.07192981392996019,
14 0.005873958559148008,
15 3.3648127823349143e-12,
16 2.010361128300552e-12,
17 1.0357526910848324e-17,
18 9.961705098897757e-29,
19 0.0
20 ],
21 "gauge_jacobian_near_zero_count": 5,
22 "quotient_rank_predicted": 3,
23 "quotient_jacobian_singular_values": [
24 0.702958782169474,
25 0.07192968391632698,
26 0.005873955076814344
27 ],
28 "conditioning_sweep": [
29 {
30 "anisotropy_alpha": 1.0,
31 "raw_cov_condition": 1.8283929324398231,
32 "predicted_condition_scaling": 1.0,
33 "ridge_aware_whitening_prediction": 1.0000007713829515,
34 "whitened_cov_condition": 1.000000771382952,
35 "cov_eigenvalues": [
36 0.5873492392376906,
37 0.9210560291901806,
38 1.0739051978961003
39 ],
40 "rank": 3
41 },
42 {
43 "anisotropy_alpha": 0.3,
44 "raw_cov_condition": 138.95526164898357,
45 "predicted_condition_scaling": 123.4567901234568,
46 "ridge_aware_whitening_prediction": 1.0001697351171799,
47 "whitened_cov_condition": 1.0001697351171803,
48 "cov_eigenvalues": [
49 0.005849126769445448,
50 0.08908793014623512,
51 0.8127669406663662
52 ],
53 "rank": 3
54 },
55 {
56 "anisotropy_alpha": 0.1,
57 "raw_cov_condition": 11211.629203300912,
58 "predicted_condition_scaling": 9999.999999999998,
59 "ridge_aware_whitening_prediction": 1.0138269657266312,
60 "whitened_cov_condition": 1.013826965726631,
61 "cov_eigenvalues": [
62 7.231590743737859e-05,
63 0.00990859319004762,
64 0.8107791396881194
65 ],
66 "rank": 3
67 },
68 {
69 "anisotropy_alpha": 0.03,
70 "raw_cov_condition": 1383663.4415900041,
71 "predicted_condition_scaling": 1234567.901234568,
72 "ridge_aware_whitening_prediction": 2.7069697042606102,
73 "whitened_cov_condition": 2.7069697042606093,
74 "cov_eigenvalues": [
75 5.858323326566855e-07,
76 0.0008918643252912235,
77 0.8105947815984497
78 ],
79 "rank": 3
80 },
81 {
82 "anisotropy_alpha": 0.01,
83 "raw_cov_condition": 112073357.04854321,
84 "predicted_condition_scaling": 100000000.0,
85 "ridge_aware_whitening_prediction": 139.26317113395353,
86 "whitened_cov_condition": 139.2631711339536,
87 "cov_eigenvalues": [
88 7.2325750175646934e-09,
89 9.909691393461062e-05,
90 0.8105789623239016
91 ],
92 "rank": 3
93 }
94 ]
95 },
96 "training": {
97 "final_loss_mean": {
98 "raw": 0.0015633907169103622,
99 "gauge_free_whitened": 0.0015564706215324502
100 },
101 "final_loss_std": {
102 "raw": 7.241970870007817e-05,
103 "gauge_free_whitened": 7.204738688442297e-05
104 },
105 "loss_at_steps": {
106 "raw": {
107 "10": 0.0016161630822656055,
108 "30": 0.0015778602682985365,
109 "60": 0.0015646655616971354,
110 "120": 0.0015633924631401896,
111 "180": 0.0015633907169103622
112 },
113 "gauge_free_whitened": {
114 "10": 0.0015910775788749258,
115 "30": 0.0015608036580185096,
116 "60": 0.0015567686059512198,
117 "120": 0.0015564708737656474,
118 "180": 0.0015564706215324502
119 }
120 },
121 "curves": {
122 "raw": [
123 0.001708984375,
124 0.0017146997852250934,
125 0.0016655389723988872,
126 0.0016616347517507772,
127 0.0016619156425197918,
128 0.0016383114076840382,
129 0.0016162231525716682,
130 0.0016120235280444224,
131 0.0016180238453671336,
132 0.0016161630822656055,
133 0.0016062471161906917,
134 0.0016002426661240559,
135 0.0016023064963519573,
136 0.0016063078461835782,
137 0.0016061382096571226,
138 0.0016021605697460473,
139 0.0015986023160318534,
140 0.0015975674226259191,
141 0.0015973727180001636,
142 0.0015960207480626802,
143 0.0015932731718445818,
144 0.0015903266612440348,
145 0.001588204448732237,
146 0.0015866112856504817,
147 0.0015848831778081756,
148 0.0015831070486456156,
149 0.001581672307414313,
150 0.0015803977148607373,
151 0.0015790094815505047,
152 0.0015778602682985365,
153 0.0015772584010846913,
154 0.0015768110558080177,
155 0.0015760103124193847,
156 0.0015749687251324456,
157 0.001574196988561501,
158 0.0015738055226393044,
159 0.0015733414523613949,
160 0.0015725020202808082,
161 0.0015715676127001643,
162 0.0015709265523279707,
163 0.0015705390057216089,
164 0.0015700481793222327,
165 0.0015693461755290627,
166 0.001568735014492025,
167 0.00156838974605004,
168 0.0015681078851533432,
169 0.0015677122864872217,
170 0.0015672860123837988,
171 0.0015669667821687956,
172 0.001566737696217994,
173 0.0015664836779857676,
174 0.0015661835980912049,
175 0.0015659162891097367,
176 0.0015657061982589464,
177 0.001565508059381197,
178 0.001565301693820705,
179 0.0015651123248971999,
180 0.001564953049334387,
181 0.001564805182473113,
182 0.0015646655616971354,
183 0.0015645455375003319,
184 0.0015644382413787146,
185 0.0015643325362664957,
186 0.0015642328847510119,
187 0.0015641501910674076,
188 0.001564078964293003,
189 0.0015640035853721201,
190 0.0015639293123967946,
191 0.0015638720554610093,
192 0.0015638264594599605,
193 0.0015637771381686132,
194 0.0015637264004908502,
195 0.0015636883520831664,
196 0.0015636611303004126,
197 0.0015636311727575958,
198 0.0015635979167806606,
199 0.001563572712863485,
200 0.0015635557744341593,
201 0.0015635374390209715,
202 0.0015635157275634508,
203 0.001563498847341786,
204 0.0015634883117551606,
205 0.001563477407520016,
206 0.001563463961550345,
207 0.0015634532707432907,
208 0.0015634471977440019,
209 0.0015634412217574816,
210 0.0015634333443207045,
211 0.0015634269220754504,
212 0.0015634238176668684,
213 0.001563420829673608,
214 0.001563416017840306,
215 0.0015634122149397929,
216 0.0015634106821380556,
217 0.001563408994115889,
218 0.001563405947914968,
219 0.0015634035614008706,
220 0.001563402940519154,
221 0.0015634018151710432,
222 0.0015633997390978038,
223 0.001563398710762461,
224 0.0015633985943471391,
225 0.0015633977794398863,
226 0.0015633966540917754,
227 0.0015633962660407026,
228 0.001563396246638149,
229 0.0015633956257564325,
230 0.0015633949854721625,
231 0.0015633948302517335,
232 0.001563394578018536,
233 0.0015633941705649097,
234 0.0015633937049036224,
235 0.0015633936466959615,
236 0.0015633933944627643,
237 0.0015633930646193523,
238 0.001563392928801477,
239 0.0015633928317887087,
240 0.0015633926377631724,
241 0.0015633925407504041,
242 0.0015633924631401896,
243 0.001563392230309546,
244 0.001563392172101885,
245 0.0015633919974789023,
246 0.001563391900466134,
247 0.0015633917840508123,
248 0.0015633917064405978,
249 0.001563391531817615,
250 0.0015633914736099541,
251 0.0015633914348048468,
252 0.0015633913765971859,
253 0.0015633912795844178,
254 0.0015633912407793105,
255 0.0015633912407793105,
256 0.0015633911437665422,
257 0.0015633910079486668,
258 0.0015633909885461132,
259 0.0015633909303384523,
260 0.0015633909885461132,
261 0.0015633909109358985,
262 0.001563390891533345,
263 0.0015633908721307914,
264 0.001563390833325684,
265 0.0015633907751180232,
266 0.0015633907557154696,
267 0.0015633907557154696,
268 0.0015633907363129158,
269 0.0015633907945205767,
270 0.0015633907945205767,
271 0.0015633907557154696,
272 0.0015633907169103622,
273 0.0015633907169103622,
274 0.0015633907363129158,
275 0.001563390678105255,
276 0.0015633906975078087,
277 0.0015633906975078087,
278 0.0015633906393001478,
279 0.0015633906393001478,
280 0.001563390678105255,
281 0.0015633907169103622,
282 0.0015633906975078087,
283 0.0015633906975078087,
284 0.001563390678105255,
285 0.001563390678105255,
286 0.0015633907169103622,
287 0.0015633907363129158,
288 0.001563390678105255,
289 0.0015633906393001478,
290 0.0015633906393001478,
291 0.001563390678105255,
292 0.001563390678105255,
293 0.0015633907363129158,
294 0.0015633907557154696,
295 0.0015633906393001478,
296 0.0015633906975078087,
297 0.001563390678105255,
298 0.0015633907169103622,
299 0.0015633906393001478,
300 0.0015633907363129158,
301 0.001563390619897594,
302 0.0015633907169103622
303 ],
304 "gauge_free_whitened": [
305 0.001708984375,
306 0.001648753765039146,
307 0.0016348684245410066,
308 0.0016205081483349204,
309 0.0016248075019878645,
310 0.0016308035119436681,
311 0.0016187359190856416,
312 0.0016004857025109231,
313 0.0015893470069083075,
314 0.0015910775788749258,
315 0.0015915627979363005,
316 0.0015877457335591316,
317 0.0015848750093330939,
318 0.0015805839793756604,
319 0.0015743364347144961,
320 0.0015686987123141687,
321 0.0015662624888742964,
322 0.0015674995762916903,
323 0.001568830106407404,
324 0.001568068206931154,
325 0.0015663523809053004,
326 0.0015658199360283713,
327 0.0015661720147666831,
328 0.0015645296856140096,
329 0.0015610474705075224,
330 0.0015588658085713785,
331 0.0015587085508741438,
332 0.001560017194909354,
333 0.0015613271001105506,
334 0.0015608036580185096,
335 0.0015597442203822236,
336 0.0015593803254887462,
337 0.0015589135000482202,
338 0.001558554358780384,
339 0.0015583505349544187,
340 0.001557890713835756,
341 0.0015578297316096723,
342 0.0015581943443976343,
343 0.0015582315778980653,
344 0.0015578756380515795,
345 0.0015574900705056887,
346 0.001557379534157614,
347 0.0015574783901683986,
348 0.001557387663827588,
349 0.0015572599756220977,
350 0.0015572865377180278,
351 0.0015572045425263543,
352 0.0015570299001410604,
353 0.001556912437081337,
354 0.0015569298605745037,
355 0.0015570347119743626,
356 0.001557012302024911,
357 0.0015569236905624468,
358 0.00155685762486731,
359 0.0015568042484422524,
360 0.0015567908412776887,
361 0.001556726056151092,
362 0.0015566690126433969,
363 0.0015567142399959266,
364 0.0015567686059512198,
365 0.0015567475153754156,
366 0.001556655508466065,
367 0.001556608728909244,
368 0.0015566185077962775,
369 0.0015566149571289618,
370 0.001556604615567873,
371 0.001556591111390541,
372 0.0015565942546042304,
373 0.0015565901024577518,
374 0.001556566897003601,
375 0.0015565482899546623,
376 0.0015565374633297324,
377 0.0015565386468855043,
378 0.0015565361051509778,
379 0.0015565322828479111,
380 0.001556522484558324,
381 0.0015565129385019343,
382 0.001556511560920626,
383 0.0015565076222022374,
384 0.0015565057013494272,
385 0.0015565013551774125,
386 0.001556495747839411,
387 0.00155649206135422,
388 0.001556490936006109,
389 0.001556487346533686,
390 0.001556485580901305,
391 0.0015564878898051877,
392 0.0015564857167191803,
393 0.0015564818362084527,
394 0.0015564780721130471,
395 0.0015564763452857733,
396 0.0015564776258543134,
397 0.0015564797019275527,
398 0.0015564775094389915,
399 0.001556475607988735,
400 0.001556475181132555,
401 0.001556474113992105,
402 0.0015564733378899593,
403 0.0015564733184874058,
404 0.0015564737453435857,
405 0.0015564741527972121,
406 0.001556473143864423,
407 0.0015564717662831147,
408 0.0015564722513469558,
409 0.0015564726588005822,
410 0.0015564720961265266,
411 0.0015564717662831147,
412 0.0015564719215035439,
413 0.0015564719215035439,
414 0.0015564716886729002,
415 0.0015564714558422565,
416 0.0015564716692703466,
417 0.001556471591660132,
418 0.0015564712812192738,
419 0.001556471164803952,
420 0.0015564713200243812,
421 0.0015564713200243812,
422 0.0015564713006218274,
423 0.0015564712618167202,
424 0.0015564708737656474,
425 0.0015564709707784157,
426 0.0015564709125707548,
427 0.0015564710289860766,
428 0.0015564708737656474,
429 0.0015564710095835228,
430 0.0015564709319733083,
431 0.0015564707767528791,
432 0.001556470679740111,
433 0.0015564708543630938,
434 0.001556470893168201,
435 0.0015564707185452182,
436 0.0015564706603375573,
437 0.0015564707767528791,
438 0.0015564706603375573,
439 0.0015564706021298964,
440 0.0015564705633247893,
441 0.0015564705439222355,
442 0.001556470679740111,
443 0.0015564706215324502,
444 0.0015564705827273428,
445 0.0015564705827273428,
446 0.0015564704469094675,
447 0.0015564705439222355,
448 0.001556470524519682,
449 0.0015564706215324502,
450 0.0015564706215324502,
451 0.0015564706409350038,
452 0.0015564705439222355,
453 0.0015564706215324502,
454 0.0015564706021298964,
455 0.0015564705633247893,
456 0.0015564704857145746,
457 0.0015564706021298964,
458 0.0015564705439222355,
459 0.0015564706021298964,
460 0.0015564706215324502,
461 0.0015564704469094675,
462 0.0015564705051171284,
463 0.0015564705633247893,
464 0.0015564705439222355,
465 0.001556470524519682,
466 0.0015564706603375573,
467 0.0015564705051171284,
468 0.0015564704857145746,
469 0.0015564705827273428,
470 0.0015564705633247893,
471 0.001556470524519682,
472 0.0015564705439222355,
473 0.0015564706215324502,
474 0.0015564705439222355,
475 0.001556470466312021,
476 0.0015564705827273428,
477 0.0015564705439222355,
478 0.001556470524519682,
479 0.0015564705439222355,
480 0.001556470524519682,
481 0.0015564706021298964,
482 0.001556470524519682,
483 0.0015564705051171284,
484 0.0015564706215324502
485 ]
486 }
487 }
488}