Schur Interaction Monitor for Adaptive Hyperparameters / results.json
Failed on benchmark
1{
2 "verification": {
3 "max_abs_hessian_error": 1.0704046315979099e-08,
4 "R_eigenvalues": [
5 0.05262532172809864,
6 1.1483160984408003,
7 4.940843697003453
8 ],
9 "min_R_eigenvalue": 0.05262532172809864,
10 "identity_pass": true
11 },
12 "experiment": {
13 "H": [
14 [
15 0.25,
16 0.0
17 ],
18 [
19 0.0,
20 1.0
21 ]
22 ],
23 "G": [
24 [
25 2.7,
26 2.7
27 ],
28 [
29 0.15,
30 -0.15
31 ]
32 ],
33 "R": [
34 [
35 27.022058823529406,
36 26.97794117647058
37 ],
38 [
39 26.97794117647058,
40 27.022058823529406
41 ]
42 ],
43 "R_eigenvalues": [
44 0.04411764705882604,
45 53.999999999999986
46 ],
47 "trust_matrix": [
48 [
49 0.48796414852752695,
50 -0.4697823303457088
51 ],
52 [
53 -0.46978233034570877,
54 0.487964148527527
55 ]
56 ],
57 "eta": 0.72,
58 "summary": {
59 "baseline": {
60 "final_loss": 0.00017943341439641635,
61 "best_loss": 6.574552000586176e-07,
62 "loss_spikes": 36,
63 "mean_last10": 0.00010828606355146362,
64 "max_u_norm": 1.4388652691295785
65 },
66 "schur": {
67 "final_loss": 0.00012313074684244986,
68 "best_loss": 1.654954275914096e-07,
69 "loss_spikes": 34,
70 "mean_last10": 5.475619706432112e-05,
71 "max_u_norm": 1.437918371209557
72 }
73 },
74 "trace": {
75 "baseline": [
76 {
77 "step": 1,
78 "loss": 0.07696841601014692,
79 "u_norm": 1.022067419464292,
80 "delta_norm": 1.022067419464292
81 },
82 {
83 "step": 2,
84 "loss": 0.006493849143274246,
85 "u_norm": 1.3002543032131775,
86 "delta_norm": 0.27841296602552856
87 },
88 {
89 "step": 3,
90 "loss": 0.0005108942233254413,
91 "u_norm": 1.3841938187321952,
92 "delta_norm": 0.08448081204096529
93 },
94 {
95 "step": 4,
96 "loss": 0.0001503045853708607,
97 "u_norm": 1.4000885293504135,
98 "delta_norm": 0.01592488033330843
99 },
100 {
101 "step": 5,
102 "loss": 4.3672092778273665e-06,
103 "u_norm": 1.4143333321338634,
104 "delta_norm": 0.015923637347700925
105 },
106 {
107 "step": 6,
108 "loss": 0.00037053565353714927,
109 "u_norm": 1.3877577419376423,
110 "delta_norm": 0.02680386441385452
111 },
112 {
113 "step": 7,
114 "loss": 0.00014924234194545514,
115 "u_norm": 1.4314897614111286,
116 "delta_norm": 0.04418679112902357
117 },
118 {
119 "step": 8,
120 "loss": 4.540549236049229e-05,
121 "u_norm": 1.4119648376620577,
122 "delta_norm": 0.021691340234149946
123 },
124 {
125 "step": 9,
126 "loss": 6.09364027968826e-05,
127 "u_norm": 1.4218941954900863,
128 "delta_norm": 0.01986795340193063
129 },
130 {
131 "step": 10,
132 "loss": 0.00028687619150492274,
133 "u_norm": 1.4068464380422074,
134 "delta_norm": 0.02120819362017077
135 },
136 {
137 "step": 11,
138 "loss": 0.00020621175473909369,
139 "u_norm": 1.4001772084047654,
140 "delta_norm": 0.010446414113586905
141 },
142 {
143 "step": 12,
144 "loss": 0.00015744845646212984,
145 "u_norm": 1.4193483908795845,
146 "delta_norm": 0.03696452710833774
147 },
148 {
149 "step": 13,
150 "loss": 7.69610458322324e-05,
151 "u_norm": 1.4095019278765095,
152 "delta_norm": 0.03011082122673147
153 },
154 {
155 "step": 14,
156 "loss": 8.943058680948625e-05,
157 "u_norm": 1.4139408917297829,
158 "delta_norm": 0.025218278856177955
159 },
160 {
161 "step": 15,
162 "loss": 0.00028790835151674477,
163 "u_norm": 1.401135871185417,
164 "delta_norm": 0.014502528386375906
165 },
166 {
167 "step": 16,
168 "loss": 0.00022956585936987663,
169 "u_norm": 1.412692462606401,
170 "delta_norm": 0.011615233189739756
171 },
172 {
173 "step": 17,
174 "loss": 2.6591251416118552e-05,
175 "u_norm": 1.4211933047085399,
176 "delta_norm": 0.02110196599056912
177 },
178 {
179 "step": 18,
180 "loss": 1.6963429674902476e-05,
181 "u_norm": 1.4096026267880672,
182 "delta_norm": 0.012906499720174783
183 },
184 {
185 "step": 19,
186 "loss": 4.1848334141635554e-05,
187 "u_norm": 1.4099522277055192,
188 "delta_norm": 0.004542224278637961
189 },
190 {
191 "step": 20,
192 "loss": 9.488358153460973e-05,
193 "u_norm": 1.4276062649119248,
194 "delta_norm": 0.020990074651114993
195 },
196 {
197 "step": 21,
198 "loss": 0.00010872043986118551,
199 "u_norm": 1.4191532376930491,
200 "delta_norm": 0.019156321672525643
201 },
202 {
203 "step": 22,
204 "loss": 0.00016788876238159526,
205 "u_norm": 1.4286584345918896,
206 "delta_norm": 0.026988251695710033
207 },
208 {
209 "step": 23,
210 "loss": 1.4826825326292816e-05,
211 "u_norm": 1.4186418002091525,
212 "delta_norm": 0.017605207383985796
213 },
214 {
215 "step": 24,
216 "loss": 3.423378743033968e-05,
217 "u_norm": 1.4059922229809785,
218 "delta_norm": 0.013296846426217361
219 },
220 {
221 "step": 25,
222 "loss": 0.0005020142624958573,
223 "u_norm": 1.4279501904111,
224 "delta_norm": 0.035214289279433146
225 },
226 {
227 "step": 26,
228 "loss": 0.0006732624731886462,
229 "u_norm": 1.4388652691295785,
230 "delta_norm": 0.011016174021412015
231 },
232 {
233 "step": 27,
234 "loss": 5.621645947431835e-05,
235 "u_norm": 1.4099083128418761,
236 "delta_norm": 0.03376507559136246
237 },
238 {
239 "step": 28,
240 "loss": 7.975407711799688e-05,
241 "u_norm": 1.4047409371347224,
242 "delta_norm": 0.005332569626229055
243 },
244 {
245 "step": 29,
246 "loss": 0.00017213674639593503,
247 "u_norm": 1.4000926855466111,
248 "delta_norm": 0.005931444596000084
249 },
250 {
251 "step": 30,
252 "loss": 2.9925785671931857e-05,
253 "u_norm": 1.4190871150351803,
254 "delta_norm": 0.01994344351283119
255 },
256 {
257 "step": 31,
258 "loss": 0.0001584029580148349,
259 "u_norm": 1.4310066074898657,
260 "delta_norm": 0.016880519767458742
261 },
262 {
263 "step": 32,
264 "loss": 0.00016495145800965327,
265 "u_norm": 1.4141444773942917,
266 "delta_norm": 0.02091389856532906
267 },
268 {
269 "step": 33,
270 "loss": 0.00034592898023810625,
271 "u_norm": 1.4295426291011297,
272 "delta_norm": 0.01570966954680252
273 },
274 {
275 "step": 34,
276 "loss": 0.00012706735637554918,
277 "u_norm": 1.403937322945801,
278 "delta_norm": 0.02715549336794993
279 },
280 {
281 "step": 35,
282 "loss": 0.00017952536685335,
283 "u_norm": 1.3974134498189923,
284 "delta_norm": 0.021843713711814868
285 },
286 {
287 "step": 36,
288 "loss": 0.0007158906308970404,
289 "u_norm": 1.392927825594444,
290 "delta_norm": 0.04004685600189732
291 },
292 {
293 "step": 37,
294 "loss": 0.00013544236350408458,
295 "u_norm": 1.3979485611329066,
296 "delta_norm": 0.029043318773771313
297 },
298 {
299 "step": 38,
300 "loss": 3.444035856877019e-05,
301 "u_norm": 1.4221584254105601,
302 "delta_norm": 0.024702750336859182
303 },
304 {
305 "step": 39,
306 "loss": 6.96689935510314e-05,
307 "u_norm": 1.4259980340730818,
308 "delta_norm": 0.004930562486660965
309 },
310 {
311 "step": 40,
312 "loss": 0.00018281093739594057,
313 "u_norm": 1.4299230389717257,
314 "delta_norm": 0.01227592366183738
315 },
316 {
317 "step": 41,
318 "loss": 5.4409469246981624e-05,
319 "u_norm": 1.4103858139070213,
320 "delta_norm": 0.01956979705619453
321 },
322 {
323 "step": 42,
324 "loss": 9.210326193500687e-05,
325 "u_norm": 1.4224450239304893,
326 "delta_norm": 0.012104350343140934
327 },
328 {
329 "step": 43,
330 "loss": 0.00010827734853009776,
331 "u_norm": 1.4064323171284725,
332 "delta_norm": 0.016109701287395608
333 },
334 {
335 "step": 44,
336 "loss": 0.00014804050503513212,
337 "u_norm": 1.4223423244143598,
338 "delta_norm": 0.016120733733301886
339 },
340 {
341 "step": 45,
342 "loss": 0.00011362063071470159,
343 "u_norm": 1.4041143328345533,
344 "delta_norm": 0.018638071866755243
345 },
346 {
347 "step": 46,
348 "loss": 0.00010839252415866627,
349 "u_norm": 1.4163802689963378,
350 "delta_norm": 0.012705040301732407
351 },
352 {
353 "step": 47,
354 "loss": 0.0003062143487824147,
355 "u_norm": 1.4364941237924418,
356 "delta_norm": 0.020488237980690573
357 },
358 {
359 "step": 48,
360 "loss": 0.00023285438349864514,
361 "u_norm": 1.4350566188967326,
362 "delta_norm": 0.005407874428923835
363 },
364 {
365 "step": 49,
366 "loss": 0.0001380678599720614,
367 "u_norm": 1.423440856219817,
368 "delta_norm": 0.014282713189239014
369 },
370 {
371 "step": 50,
372 "loss": 0.00021575226826322025,
373 "u_norm": 1.4261264280180392,
374 "delta_norm": 0.004173508574833675
375 },
376 {
377 "step": 51,
378 "loss": 0.0002608704991688791,
379 "u_norm": 1.4028223685593373,
380 "delta_norm": 0.023487928170142947
381 },
382 {
383 "step": 52,
384 "loss": 5.727468375921172e-06,
385 "u_norm": 1.4131596460181408,
386 "delta_norm": 0.01954532068753932
387 },
388 {
389 "step": 53,
390 "loss": 5.080460301931249e-05,
391 "u_norm": 1.4216327975371177,
392 "delta_norm": 0.00920487680105436
393 },
394 {
395 "step": 54,
396 "loss": 8.020204624327046e-05,
397 "u_norm": 1.4201348693770983,
398 "delta_norm": 0.018124944633386035
399 },
400 {
401 "step": 55,
402 "loss": 0.00013283180012860218,
403 "u_norm": 1.4030442587438068,
404 "delta_norm": 0.017106799673933686
405 },
406 {
407 "step": 56,
408 "loss": 0.00011370432338760972,
409 "u_norm": 1.4269537080783723,
410 "delta_norm": 0.031145942599485065
411 },
412 {
413 "step": 57,
414 "loss": 0.000368418715992665,
415 "u_norm": 1.4344760680824036,
416 "delta_norm": 0.012528042378801413
417 },
418 {
419 "step": 58,
420 "loss": 9.215376963122878e-05,
421 "u_norm": 1.4014912012280025,
422 "delta_norm": 0.035531631699337034
423 },
424 {
425 "step": 59,
426 "loss": 9.735241754858316e-05,
427 "u_norm": 1.4236682121317712,
428 "delta_norm": 0.022839772391118503
429 },
430 {
431 "step": 60,
432 "loss": 0.0005705286334887676,
433 "u_norm": 1.4284264971849217,
434 "delta_norm": 0.020979585426977435
435 },
436 {
437 "step": 61,
438 "loss": 0.00016105148462730497,
439 "u_norm": 1.4010717054869737,
440 "delta_norm": 0.03286590437083852
441 },
442 {
443 "step": 62,
444 "loss": 1.8457701306200558e-05,
445 "u_norm": 1.4103041141614134,
446 "delta_norm": 0.011943234502335967
447 },
448 {
449 "step": 63,
450 "loss": 3.6559032577013536e-05,
451 "u_norm": 1.4128568084791293,
452 "delta_norm": 0.004563010352894219
453 },
454 {
455 "step": 64,
456 "loss": 0.0002966516894389012,
457 "u_norm": 1.3907794976166639,
458 "delta_norm": 0.022145078922666872
459 },
460 {
461 "step": 65,
462 "loss": 0.00010774705604396665,
463 "u_norm": 1.4050047104933654,
464 "delta_norm": 0.01498600775563322
465 },
466 {
467 "step": 66,
468 "loss": 5.4055558353152535e-05,
469 "u_norm": 1.4157615983122587,
470 "delta_norm": 0.010822516326437324
471 },
472 {
473 "step": 67,
474 "loss": 0.00029310800045854226,
475 "u_norm": 1.4310853447448486,
476 "delta_norm": 0.016860245643240145
477 },
478 {
479 "step": 68,
480 "loss": 0.0001636658541049518,
481 "u_norm": 1.397490013785879,
482 "delta_norm": 0.035144170743469746
483 },
484 {
485 "step": 69,
486 "loss": 0.00010546050463550207,
487 "u_norm": 1.4267818201527014,
488 "delta_norm": 0.029293346278301532
489 },
490 {
491 "step": 70,
492 "loss": 0.0002249500420059588,
493 "u_norm": 1.4336379655354263,
494 "delta_norm": 0.006965735693442725
495 },
496 {
497 "step": 71,
498 "loss": 3.114546035399001e-05,
499 "u_norm": 1.4219166536102559,
500 "delta_norm": 0.01355752687169459
501 },
502 {
503 "step": 72,
504 "loss": 1.7267274414169679e-06,
505 "u_norm": 1.4127507668455246,
506 "delta_norm": 0.009183490834511912
507 },
508 {
509 "step": 73,
510 "loss": 6.574552000586176e-07,
511 "u_norm": 1.41344461837821,
512 "delta_norm": 0.0021132324201459463
513 },
514 {
515 "step": 74,
516 "loss": 6.71360000804778e-05,
517 "u_norm": 1.4045098262541176,
518 "delta_norm": 0.011461753856619357
519 },
520 {
521 "step": 75,
522 "loss": 0.00012459469000086307,
523 "u_norm": 1.4020289685455252,
524 "delta_norm": 0.016495122242276
525 },
526 {
527 "step": 76,
528 "loss": 3.889263862265212e-05,
529 "u_norm": 1.4121924023479935,
530 "delta_norm": 0.02117522889628535
531 },
532 {
533 "step": 77,
534 "loss": 0.0006145368945682532,
535 "u_norm": 1.435897177618887,
536 "delta_norm": 0.030303499679029493
537 },
538 {
539 "step": 78,
540 "loss": 2.101573561158759e-05,
541 "u_norm": 1.4203264890826466,
542 "delta_norm": 0.02981965150612108
543 },
544 {
545 "step": 79,
546 "loss": 3.721619238920552e-06,
547 "u_norm": 1.4157486620058979,
548 "delta_norm": 0.004578909012309279
549 },
550 {
551 "step": 80,
552 "loss": 0.00017943341439641635,
553 "u_norm": 1.3980985448357526,
554 "delta_norm": 0.01926520462392581
555 }
556 ],
557 "schur": [
558 {
559 "step": 1,
560 "loss": 0.09478036004878182,
561 "u_norm": 0.9788279109336444,
562 "delta_norm": 0.9788279109336444
563 },
564 {
565 "step": 2,
566 "loss": 0.009677406401373038,
567 "u_norm": 1.2750920822140803,
568 "delta_norm": 0.2962641838571725
569 },
570 {
571 "step": 3,
572 "loss": 0.0008577913032895403,
573 "u_norm": 1.3727954541137208,
574 "delta_norm": 0.09770352387746513
575 },
576 {
577 "step": 4,
578 "loss": 0.00016861294478495232,
579 "u_norm": 1.395855880642868,
580 "delta_norm": 0.02306071473511806
581 },
582 {
583 "step": 5,
584 "loss": 1.7087259456735077e-06,
585 "u_norm": 1.4124242135270444,
586 "delta_norm": 0.0165683352495553
587 },
588 {
589 "step": 6,
590 "loss": 0.0003365634584151257,
591 "u_norm": 1.3882749985573257,
592 "delta_norm": 0.0241494357529012
593 },
594 {
595 "step": 7,
596 "loss": 0.00012170355064114056,
597 "u_norm": 1.4298064544508806,
598 "delta_norm": 0.041531489913835984
599 },
600 {
601 "step": 8,
602 "loss": 2.0106790920291088e-06,
603 "u_norm": 1.4122382748544464,
604 "delta_norm": 0.01756900581131937
605 },
606 {
607 "step": 9,
608 "loss": 2.7026800832219232e-05,
609 "u_norm": 1.4215464511471783,
610 "delta_norm": 0.009309999976460252
611 },
612 {
613 "step": 10,
614 "loss": 2.4968336727482532e-05,
615 "u_norm": 1.4072046261178606,
616 "delta_norm": 0.014346677678430375
617 },
618 {
619 "step": 11,
620 "loss": 9.393266258199727e-05,
621 "u_norm": 1.4005468048107035,
622 "delta_norm": 0.00665934863246434
623 },
624 {
625 "step": 12,
626 "loss": 9.718371934426167e-06,
627 "u_norm": 1.41857581926695,
628 "delta_norm": 0.018033631233652286
629 },
630 {
631 "step": 13,
632 "loss": 1.0792188052878182e-05,
633 "u_norm": 1.4096611643101706,
634 "delta_norm": 0.008919420220168848
635 },
636 {
637 "step": 14,
638 "loss": 2.928069660823683e-07,
639 "u_norm": 1.4137547477592047,
640 "delta_norm": 0.004105744074265506
641 },
642 {
643 "step": 15,
644 "loss": 8.087773742411818e-05,
645 "u_norm": 1.4014990209930835,
646 "delta_norm": 0.012259399199813071
647 },
648 {
649 "step": 16,
650 "loss": 2.0262298444525706e-06,
651 "u_norm": 1.4122005692413897,
652 "delta_norm": 0.010705523459301572
653 },
654 {
655 "step": 17,
656 "loss": 2.119167202041994e-05,
657 "u_norm": 1.4207232217958252,
658 "delta_norm": 0.008522937397135309
659 },
660 {
661 "step": 18,
662 "loss": 9.13376471159008e-06,
663 "u_norm": 1.4099425923503588,
664 "delta_norm": 0.010780891649129825
665 },
666 {
667 "step": 19,
668 "loss": 8.826328796315857e-06,
669 "u_norm": 1.410022024384184,
670 "delta_norm": 0.00014957942490955952
671 },
672 {
673 "step": 20,
674 "loss": 8.029556901978924e-05,
675 "u_norm": 1.4268846802116513,
676 "delta_norm": 0.016862993208560016
677 },
678 {
679 "step": 21,
680 "loss": 1.2644561902931686e-05,
681 "u_norm": 1.419222099982095,
682 "delta_norm": 0.007667295094438247
683 },
684 {
685 "step": 22,
686 "loss": 9.857309396811795e-05,
687 "u_norm": 1.4282534274487062,
688 "delta_norm": 0.009035816465598213
689 },
690 {
691 "step": 23,
692 "loss": 1.124717331801326e-05,
693 "u_norm": 1.41894799158604,
694 "delta_norm": 0.009306142318077441
695 },
696 {
697 "step": 24,
698 "loss": 2.8842986041491895e-05,
699 "u_norm": 1.4066224288927862,
700 "delta_norm": 0.012325611069724969
701 },
702 {
703 "step": 25,
704 "loss": 8.104438085403047e-05,
705 "u_norm": 1.4269420382088462,
706 "delta_norm": 0.020326259892825414
707 },
708 {
709 "step": 26,
710 "loss": 0.00028115002338035156,
711 "u_norm": 1.437918371209557,
712 "delta_norm": 0.010981765397242771
713 },
714 {
715 "step": 27,
716 "loss": 5.781470100610138e-06,
717 "u_norm": 1.4108762699762178,
718 "delta_norm": 0.027042131240470713
719 },
720 {
721 "step": 28,
722 "loss": 4.049528050703571e-05,
723 "u_norm": 1.4052451784397453,
724 "delta_norm": 0.005631916218230179
725 },
726 {
727 "step": 29,
728 "loss": 9.577886582580214e-05,
729 "u_norm": 1.4004034123923355,
730 "delta_norm": 0.004844696026587499
731 },
732 {
733 "step": 30,
734 "loss": 9.138244056065203e-06,
735 "u_norm": 1.418382726313688,
736 "delta_norm": 0.017979330874377447
737 },
738 {
739 "step": 31,
740 "loss": 0.0001293155633904181,
741 "u_norm": 1.4302760713930678,
742 "delta_norm": 0.011894397347047145
743 },
744 {
745 "step": 32,
746 "loss": 1.654954275914096e-07,
747 "u_norm": 1.4145217926419034,
748 "delta_norm": 0.015757198843794656
749 },
750 {
751 "step": 33,
752 "loss": 0.00010765189583651169,
753 "u_norm": 1.4288856886323427,
754 "delta_norm": 0.014367197598065033
755 },
756 {
757 "step": 34,
758 "loss": 4.42315069934762e-05,
759 "u_norm": 1.4048083280944172,
760 "delta_norm": 0.024077619371079665
761 },
762 {
763 "step": 35,
764 "loss": 0.00013233253641113017,
765 "u_norm": 1.3979475898023603,
766 "delta_norm": 0.006864271051476649
767 },
768 {
769 "step": 36,
770 "loss": 0.0002259304349781182,
771 "u_norm": 1.3929590777136207,
772 "delta_norm": 0.005025991315443978
773 },
774 {
775 "step": 37,
776 "loss": 0.00013412175154445922,
777 "u_norm": 1.3978367700330459,
778 "delta_norm": 0.004879113498701706
779 },
780 {
781 "step": 38,
782 "loss": 2.3718701108442474e-05,
783 "u_norm": 1.4210994241698012,
784 "delta_norm": 0.023262737278585414
785 },
786 {
787 "step": 39,
788 "loss": 6.379077132858275e-05,
789 "u_norm": 1.4255074561364287,
790 "delta_norm": 0.004408088033733129
791 },
792 {
793 "step": 40,
794 "loss": 0.00011782938259209832,
795 "u_norm": 1.4295647094018016,
796 "delta_norm": 0.004062440977578101
797 },
798 {
799 "step": 41,
800 "loss": 4.922879899340431e-06,
801 "u_norm": 1.411079485525653,
802 "delta_norm": 0.01848562102601175
803 },
804 {
805 "step": 42,
806 "loss": 3.13026896280993e-05,
807 "u_norm": 1.4221203364888324,
808 "delta_norm": 0.01104178588472513
809 },
810 {
811 "step": 43,
812 "loss": 2.636955015019552e-05,
813 "u_norm": 1.4069664019919412,
814 "delta_norm": 0.015154905625758712
815 },
816 {
817 "step": 44,
818 "loss": 2.8796755272769924e-05,
819 "u_norm": 1.421772906266361,
820 "delta_norm": 0.014807869501281623
821 },
822 {
823 "step": 45,
824 "loss": 4.568784430055596e-05,
825 "u_norm": 1.4046873384396334,
826 "delta_norm": 0.017086027677119992
827 },
828 {
829 "step": 46,
830 "loss": 2.0468676803861715e-06,
831 "u_norm": 1.4159801969964623,
832 "delta_norm": 0.011294469943880203
833 },
834 {
835 "step": 47,
836 "loss": 0.00022717450625677453,
837 "u_norm": 1.4355011914060976,
838 "delta_norm": 0.019521230379920394
839 },
840 {
841 "step": 48,
842 "loss": 0.00021273281430111545,
843 "u_norm": 1.4348098530012745,
844 "delta_norm": 0.0006921418401773246
845 },
846 {
847 "step": 49,
848 "loss": 4.6780748082343734e-05,
849 "u_norm": 1.42379384489247,
850 "delta_norm": 0.011018167534168533
851 },
852 {
853 "step": 50,
854 "loss": 7.117909629558994e-05,
855 "u_norm": 1.4260432376612129,
856 "delta_norm": 0.002260155220352441
857 },
858 {
859 "step": 51,
860 "loss": 5.716553414544345e-05,
861 "u_norm": 1.4036768533076427,
862 "delta_norm": 0.022368108877738165
863 },
864 {
865 "step": 52,
866 "loss": 2.235881139218515e-06,
867 "u_norm": 1.4130224891565544,
868 "delta_norm": 0.009345956852838571
869 },
870 {
871 "step": 53,
872 "loss": 2.6202256748829266e-05,
873 "u_norm": 1.4212182592651255,
874 "delta_norm": 0.008196111573798029
875 },
876 {
877 "step": 54,
878 "loss": 1.81525904791837e-05,
879 "u_norm": 1.4200319525577239,
880 "delta_norm": 0.001214758527396714
881 },
882 {
883 "step": 55,
884 "loss": 5.6251662098949615e-05,
885 "u_norm": 1.403699038925765,
886 "delta_norm": 0.01633370990863642
887 },
888 {
889 "step": 56,
890 "loss": 7.234189407833657e-05,
891 "u_norm": 1.4261386865774996,
892 "delta_norm": 0.022440260124958495
893 },
894 {
895 "step": 57,
896 "loss": 0.0001935357062102204,
897 "u_norm": 1.4338018338612475,
898 "delta_norm": 0.0076675440845305155
899 },
900 {
901 "step": 58,
902 "loss": 6.79491913562172e-05,
903 "u_norm": 1.4026997707985687,
904 "delta_norm": 0.03110206440783454
905 },
906 {
907 "step": 59,
908 "loss": 4.115475136772853e-05,
909 "u_norm": 1.4230737701332654,
910 "delta_norm": 0.02037430821336273
911 },
912 {
913 "step": 60,
914 "loss": 9.4355134192536e-05,
915 "u_norm": 1.4277345893325317,
916 "delta_norm": 0.004684930554663675
917 },
918 {
919 "step": 61,
920 "loss": 7.702332231187977e-05,
921 "u_norm": 1.4020527355994739,
922 "delta_norm": 0.02568196933038463
923 },
924 {
925 "step": 62,
926 "loss": 1.0985176141756926e-05,
927 "u_norm": 1.4102268580818724,
928 "delta_norm": 0.008174158245049922
929 },
930 {
931 "step": 63,
932 "loss": 4.416695312486499e-06,
933 "u_norm": 1.41270453261074,
934 "delta_norm": 0.0024794249857536844
935 },
936 {
937 "step": 64,
938 "loss": 0.0002578046389737897,
939 "u_norm": 1.39165859452524,
940 "delta_norm": 0.021046098140941178
941 },
942 {
943 "step": 65,
944 "loss": 4.962700851993305e-05,
945 "u_norm": 1.404638389535059,
946 "delta_norm": 0.012980302280254959
947 },
948 {
949 "step": 66,
950 "loss": 4.475690247437548e-06,
951 "u_norm": 1.4151719714227522,
952 "delta_norm": 0.010533830035740675
953 },
954 {
955 "step": 67,
956 "loss": 0.0001318659870057693,
957 "u_norm": 1.4301651388901153,
958 "delta_norm": 0.014994462188908908
959 },
960 {
961 "step": 68,
962 "loss": 0.0001260197062747928,
963 "u_norm": 1.3986386639622075,
964 "delta_norm": 0.03152653983556224
965 },
966 {
967 "step": 69,
968 "loss": 7.29835676735848e-05,
969 "u_norm": 1.4258896586851162,
970 "delta_norm": 0.02725099477378108
971 },
972 {
973 "step": 70,
974 "loss": 0.00018252271876720652,
975 "u_norm": 1.4330542664433668,
976 "delta_norm": 0.007164877205109343
977 },
978 {
979 "step": 71,
980 "loss": 3.710793443650071e-05,
981 "u_norm": 1.4222389719193658,
982 "delta_norm": 0.010815336597582699
983 },
984 {
985 "step": 72,
986 "loss": 5.318276959863825e-06,
987 "u_norm": 1.4132402970558593,
988 "delta_norm": 0.008998679583534588
989 },
990 {
991 "step": 73,
992 "loss": 4.85983989367347e-06,
993 "u_norm": 1.413569367731436,
994 "delta_norm": 0.0003349994962528407
995 },
996 {
997 "step": 74,
998 "loss": 4.815854391163101e-05,
999 "u_norm": 1.4049150274763305,
1000 "delta_norm": 0.00865489659866304
1001 },
1002 {
1003 "step": 75,
1004 "loss": 7.595462643462223e-05,
1005 "u_norm": 1.402231136845365,
1006 "delta_norm": 0.0026954200310206605
1007 },
1008 {
1009 "step": 76,
1010 "loss": 7.520749009796299e-06,
1011 "u_norm": 1.411812678775316,
1012 "delta_norm": 0.009582701607544776
1013 },
1014 {
1015 "step": 77,
1016 "loss": 0.00021231271286755056,
1017 "u_norm": 1.4345308727468773,
1018 "delta_norm": 0.02272119431171502
1019 },
1020 {
1021 "step": 78,
1022 "loss": 2.6082798620733545e-05,
1023 "u_norm": 1.420633220947622,
1024 "delta_norm": 0.013898121855013297
1025 },
1026 {
1027 "step": 79,
1028 "loss": 7.115741666389718e-06,
1029 "u_norm": 1.4160386792532853,
1030 "delta_norm": 0.0045945424812955235
1031 },
1032 {
1033 "step": 80,
1034 "loss": 0.00012313074684244986,
1035 "u_norm": 1.3989042594382421,
1036 "delta_norm": 0.01713522660101851
1037 }
1038 ]
1039 }
1040 }
1041}