{ "seed": 2227, "predictions": { "gauge_invariance_max_abs_plan_change": [ 0.0, 2.6020852139652106e-17, 2.7755575615628914e-17, 2.706168622523819e-16, 4.8433479449272454e-15 ], "gauge_jacobian_singular_values": [ 0.7029587834194135, 0.07192981392996019, 0.005873958559148008, 3.3648127823349143e-12, 2.010361128300552e-12, 1.0357526910848324e-17, 9.961705098897757e-29, 0.0 ], "gauge_jacobian_near_zero_count": 5, "quotient_rank_predicted": 3, "quotient_jacobian_singular_values": [ 0.702958782169474, 0.07192968391632698, 0.005873955076814344 ], "conditioning_sweep": [ { "anisotropy_alpha": 1.0, "raw_cov_condition": 1.8283929324398231, "predicted_condition_scaling": 1.0, "ridge_aware_whitening_prediction": 1.0000007713829515, "whitened_cov_condition": 1.000000771382952, "cov_eigenvalues": [ 0.5873492392376906, 0.9210560291901806, 1.0739051978961003 ], "rank": 3 }, { "anisotropy_alpha": 0.3, "raw_cov_condition": 138.95526164898357, "predicted_condition_scaling": 123.4567901234568, "ridge_aware_whitening_prediction": 1.0001697351171799, "whitened_cov_condition": 1.0001697351171803, "cov_eigenvalues": [ 0.005849126769445448, 0.08908793014623512, 0.8127669406663662 ], "rank": 3 }, { "anisotropy_alpha": 0.1, "raw_cov_condition": 11211.629203300912, "predicted_condition_scaling": 9999.999999999998, "ridge_aware_whitening_prediction": 1.0138269657266312, "whitened_cov_condition": 1.013826965726631, "cov_eigenvalues": [ 7.231590743737859e-05, 0.00990859319004762, 0.8107791396881194 ], "rank": 3 }, { "anisotropy_alpha": 0.03, "raw_cov_condition": 1383663.4415900041, "predicted_condition_scaling": 1234567.901234568, "ridge_aware_whitening_prediction": 2.7069697042606102, "whitened_cov_condition": 2.7069697042606093, "cov_eigenvalues": [ 5.858323326566855e-07, 0.0008918643252912235, 0.8105947815984497 ], "rank": 3 }, { "anisotropy_alpha": 0.01, "raw_cov_condition": 112073357.04854321, "predicted_condition_scaling": 100000000.0, "ridge_aware_whitening_prediction": 139.26317113395353, "whitened_cov_condition": 139.2631711339536, "cov_eigenvalues": [ 7.2325750175646934e-09, 9.909691393461062e-05, 0.8105789623239016 ], "rank": 3 } ] }, "training": { "final_loss_mean": { "raw": 0.0015633907169103622, "gauge_free_whitened": 0.0015564706215324502 }, "final_loss_std": { "raw": 7.241970870007817e-05, "gauge_free_whitened": 7.204738688442297e-05 }, "loss_at_steps": { "raw": { "10": 0.0016161630822656055, "30": 0.0015778602682985365, "60": 0.0015646655616971354, "120": 0.0015633924631401896, "180": 0.0015633907169103622 }, "gauge_free_whitened": { "10": 0.0015910775788749258, "30": 0.0015608036580185096, "60": 0.0015567686059512198, "120": 0.0015564708737656474, "180": 0.0015564706215324502 } }, "curves": { "raw": [ 0.001708984375, 0.0017146997852250934, 0.0016655389723988872, 0.0016616347517507772, 0.0016619156425197918, 0.0016383114076840382, 0.0016162231525716682, 0.0016120235280444224, 0.0016180238453671336, 0.0016161630822656055, 0.0016062471161906917, 0.0016002426661240559, 0.0016023064963519573, 0.0016063078461835782, 0.0016061382096571226, 0.0016021605697460473, 0.0015986023160318534, 0.0015975674226259191, 0.0015973727180001636, 0.0015960207480626802, 0.0015932731718445818, 0.0015903266612440348, 0.001588204448732237, 0.0015866112856504817, 0.0015848831778081756, 0.0015831070486456156, 0.001581672307414313, 0.0015803977148607373, 0.0015790094815505047, 0.0015778602682985365, 0.0015772584010846913, 0.0015768110558080177, 0.0015760103124193847, 0.0015749687251324456, 0.001574196988561501, 0.0015738055226393044, 0.0015733414523613949, 0.0015725020202808082, 0.0015715676127001643, 0.0015709265523279707, 0.0015705390057216089, 0.0015700481793222327, 0.0015693461755290627, 0.001568735014492025, 0.00156838974605004, 0.0015681078851533432, 0.0015677122864872217, 0.0015672860123837988, 0.0015669667821687956, 0.001566737696217994, 0.0015664836779857676, 0.0015661835980912049, 0.0015659162891097367, 0.0015657061982589464, 0.001565508059381197, 0.001565301693820705, 0.0015651123248971999, 0.001564953049334387, 0.001564805182473113, 0.0015646655616971354, 0.0015645455375003319, 0.0015644382413787146, 0.0015643325362664957, 0.0015642328847510119, 0.0015641501910674076, 0.001564078964293003, 0.0015640035853721201, 0.0015639293123967946, 0.0015638720554610093, 0.0015638264594599605, 0.0015637771381686132, 0.0015637264004908502, 0.0015636883520831664, 0.0015636611303004126, 0.0015636311727575958, 0.0015635979167806606, 0.001563572712863485, 0.0015635557744341593, 0.0015635374390209715, 0.0015635157275634508, 0.001563498847341786, 0.0015634883117551606, 0.001563477407520016, 0.001563463961550345, 0.0015634532707432907, 0.0015634471977440019, 0.0015634412217574816, 0.0015634333443207045, 0.0015634269220754504, 0.0015634238176668684, 0.001563420829673608, 0.001563416017840306, 0.0015634122149397929, 0.0015634106821380556, 0.001563408994115889, 0.001563405947914968, 0.0015634035614008706, 0.001563402940519154, 0.0015634018151710432, 0.0015633997390978038, 0.001563398710762461, 0.0015633985943471391, 0.0015633977794398863, 0.0015633966540917754, 0.0015633962660407026, 0.001563396246638149, 0.0015633956257564325, 0.0015633949854721625, 0.0015633948302517335, 0.001563394578018536, 0.0015633941705649097, 0.0015633937049036224, 0.0015633936466959615, 0.0015633933944627643, 0.0015633930646193523, 0.001563392928801477, 0.0015633928317887087, 0.0015633926377631724, 0.0015633925407504041, 0.0015633924631401896, 0.001563392230309546, 0.001563392172101885, 0.0015633919974789023, 0.001563391900466134, 0.0015633917840508123, 0.0015633917064405978, 0.001563391531817615, 0.0015633914736099541, 0.0015633914348048468, 0.0015633913765971859, 0.0015633912795844178, 0.0015633912407793105, 0.0015633912407793105, 0.0015633911437665422, 0.0015633910079486668, 0.0015633909885461132, 0.0015633909303384523, 0.0015633909885461132, 0.0015633909109358985, 0.001563390891533345, 0.0015633908721307914, 0.001563390833325684, 0.0015633907751180232, 0.0015633907557154696, 0.0015633907557154696, 0.0015633907363129158, 0.0015633907945205767, 0.0015633907945205767, 0.0015633907557154696, 0.0015633907169103622, 0.0015633907169103622, 0.0015633907363129158, 0.001563390678105255, 0.0015633906975078087, 0.0015633906975078087, 0.0015633906393001478, 0.0015633906393001478, 0.001563390678105255, 0.0015633907169103622, 0.0015633906975078087, 0.0015633906975078087, 0.001563390678105255, 0.001563390678105255, 0.0015633907169103622, 0.0015633907363129158, 0.001563390678105255, 0.0015633906393001478, 0.0015633906393001478, 0.001563390678105255, 0.001563390678105255, 0.0015633907363129158, 0.0015633907557154696, 0.0015633906393001478, 0.0015633906975078087, 0.001563390678105255, 0.0015633907169103622, 0.0015633906393001478, 0.0015633907363129158, 0.001563390619897594, 0.0015633907169103622 ], "gauge_free_whitened": [ 0.001708984375, 0.001648753765039146, 0.0016348684245410066, 0.0016205081483349204, 0.0016248075019878645, 0.0016308035119436681, 0.0016187359190856416, 0.0016004857025109231, 0.0015893470069083075, 0.0015910775788749258, 0.0015915627979363005, 0.0015877457335591316, 0.0015848750093330939, 0.0015805839793756604, 0.0015743364347144961, 0.0015686987123141687, 0.0015662624888742964, 0.0015674995762916903, 0.001568830106407404, 0.001568068206931154, 0.0015663523809053004, 0.0015658199360283713, 0.0015661720147666831, 0.0015645296856140096, 0.0015610474705075224, 0.0015588658085713785, 0.0015587085508741438, 0.001560017194909354, 0.0015613271001105506, 0.0015608036580185096, 0.0015597442203822236, 0.0015593803254887462, 0.0015589135000482202, 0.001558554358780384, 0.0015583505349544187, 0.001557890713835756, 0.0015578297316096723, 0.0015581943443976343, 0.0015582315778980653, 0.0015578756380515795, 0.0015574900705056887, 0.001557379534157614, 0.0015574783901683986, 0.001557387663827588, 0.0015572599756220977, 0.0015572865377180278, 0.0015572045425263543, 0.0015570299001410604, 0.001556912437081337, 0.0015569298605745037, 0.0015570347119743626, 0.001557012302024911, 0.0015569236905624468, 0.00155685762486731, 0.0015568042484422524, 0.0015567908412776887, 0.001556726056151092, 0.0015566690126433969, 0.0015567142399959266, 0.0015567686059512198, 0.0015567475153754156, 0.001556655508466065, 0.001556608728909244, 0.0015566185077962775, 0.0015566149571289618, 0.001556604615567873, 0.001556591111390541, 0.0015565942546042304, 0.0015565901024577518, 0.001556566897003601, 0.0015565482899546623, 0.0015565374633297324, 0.0015565386468855043, 0.0015565361051509778, 0.0015565322828479111, 0.001556522484558324, 0.0015565129385019343, 0.001556511560920626, 0.0015565076222022374, 0.0015565057013494272, 0.0015565013551774125, 0.001556495747839411, 0.00155649206135422, 0.001556490936006109, 0.001556487346533686, 0.001556485580901305, 0.0015564878898051877, 0.0015564857167191803, 0.0015564818362084527, 0.0015564780721130471, 0.0015564763452857733, 0.0015564776258543134, 0.0015564797019275527, 0.0015564775094389915, 0.001556475607988735, 0.001556475181132555, 0.001556474113992105, 0.0015564733378899593, 0.0015564733184874058, 0.0015564737453435857, 0.0015564741527972121, 0.001556473143864423, 0.0015564717662831147, 0.0015564722513469558, 0.0015564726588005822, 0.0015564720961265266, 0.0015564717662831147, 0.0015564719215035439, 0.0015564719215035439, 0.0015564716886729002, 0.0015564714558422565, 0.0015564716692703466, 0.001556471591660132, 0.0015564712812192738, 0.001556471164803952, 0.0015564713200243812, 0.0015564713200243812, 0.0015564713006218274, 0.0015564712618167202, 0.0015564708737656474, 0.0015564709707784157, 0.0015564709125707548, 0.0015564710289860766, 0.0015564708737656474, 0.0015564710095835228, 0.0015564709319733083, 0.0015564707767528791, 0.001556470679740111, 0.0015564708543630938, 0.001556470893168201, 0.0015564707185452182, 0.0015564706603375573, 0.0015564707767528791, 0.0015564706603375573, 0.0015564706021298964, 0.0015564705633247893, 0.0015564705439222355, 0.001556470679740111, 0.0015564706215324502, 0.0015564705827273428, 0.0015564705827273428, 0.0015564704469094675, 0.0015564705439222355, 0.001556470524519682, 0.0015564706215324502, 0.0015564706215324502, 0.0015564706409350038, 0.0015564705439222355, 0.0015564706215324502, 0.0015564706021298964, 0.0015564705633247893, 0.0015564704857145746, 0.0015564706021298964, 0.0015564705439222355, 0.0015564706021298964, 0.0015564706215324502, 0.0015564704469094675, 0.0015564705051171284, 0.0015564705633247893, 0.0015564705439222355, 0.001556470524519682, 0.0015564706603375573, 0.0015564705051171284, 0.0015564704857145746, 0.0015564705827273428, 0.0015564705633247893, 0.001556470524519682, 0.0015564705439222355, 0.0015564706215324502, 0.0015564705439222355, 0.001556470466312021, 0.0015564705827273428, 0.0015564705439222355, 0.001556470524519682, 0.0015564705439222355, 0.001556470524519682, 0.0015564706021298964, 0.001556470524519682, 0.0015564705051171284, 0.0015564706215324502 ] } } }