diff options
Diffstat (limited to 'results/fa_main_audit/results_cifar10.json')
| -rw-r--r-- | results/fa_main_audit/results_cifar10.json | 1179 |
1 files changed, 1179 insertions, 0 deletions
diff --git a/results/fa_main_audit/results_cifar10.json b/results/fa_main_audit/results_cifar10.json new file mode 100644 index 0000000..902df50 --- /dev/null +++ b/results/fa_main_audit/results_cifar10.json @@ -0,0 +1,1179 @@ +{ + "42": { + "fa": { + "log": { + "train_loss": [ + 2.049124941177368, + 1.971964567337036, + 1.9483523839569092, + 1.9344041421508789, + 1.9224640267944335, + 1.9110223713684082, + 1.9013612536621094, + 1.8914563995742797, + 1.8888161966705321, + 1.8849480002212524, + 1.8800471724700927, + 1.8740126901245118, + 1.8716543948745727, + 1.8681818910217285, + 1.867931474647522, + 1.866554428138733, + 1.8656607852935791, + 1.85699001285553, + 1.855739754257202, + 1.8523859079360963, + 1.8532698722076415, + 1.8493807650375367, + 1.84840350189209, + 1.8443957958602906, + 1.842935036239624, + 1.8395105728912353, + 1.8337825148773192, + 1.8333892483520509, + 1.8321472442245483, + 1.8294915601348878, + 1.8279203462982179, + 1.826354044494629, + 1.8228275035858155, + 1.8226369649887084, + 1.8176784851837158, + 1.8198615470123292, + 1.8155909259796144, + 1.8137150632476806, + 1.8144374758911133, + 1.816846872291565, + 1.8122928824234008, + 1.8105264510345458, + 1.8050418474578858, + 1.810307405052185, + 1.8034298502349853, + 1.8004834436798096, + 1.8044248488616943, + 1.8068354278182983, + 1.8045337250518798, + 1.8001124160766602, + 1.7975274431991577, + 1.7963342412567138, + 1.7940989971923829, + 1.7987028061294557, + 1.7954791347503662, + 1.7969434225845338, + 1.794546351585388, + 1.790341936378479, + 1.7904112981414795, + 1.796010117111206, + 1.7922658501434325, + 1.7879667960357666, + 1.787852370376587, + 1.7872013766479493, + 1.7859069106292724, + 1.7856995489120484, + 1.7886004698944091, + 1.7876731681060791, + 1.7865260543823243, + 1.785853352394104, + 1.7849980658340454, + 1.7868319046020509, + 1.7825030782318114, + 1.7818804879379273, + 1.7835813956069946, + 1.7858538039779663, + 1.7806534545516968, + 1.7811814181900025, + 1.7809104974365235, + 1.7819213286972047, + 1.7821454078674317, + 1.782828011817932, + 1.779138667678833, + 1.778261279373169, + 1.7800345748901367, + 1.776551816444397, + 1.7768282559967041, + 1.7764475776672364, + 1.7771262689590455, + 1.7769524020767211, + 1.7762922687149048, + 1.7768514712524415, + 1.779178479270935, + 1.7777679949951173, + 1.7764834703826904, + 1.77460149269104, + 1.7745818335342407, + 1.7761323275375367, + 1.7797669164276122, + 1.7776144277954102 + ], + "train_acc": [ + 0.2436, + 0.27338, + 0.2898, + 0.29694, + 0.30116, + 0.3039, + 0.30988, + 0.31412, + 0.31788, + 0.31722, + 0.31988, + 0.32372, + 0.323, + 0.32762, + 0.32672, + 0.3276, + 0.32934, + 0.33266, + 0.3352, + 0.33332, + 0.33394, + 0.33564, + 0.33554, + 0.33832, + 0.33744, + 0.33804, + 0.34066, + 0.34208, + 0.34102, + 0.34436, + 0.34358, + 0.34454, + 0.34578, + 0.34732, + 0.34992, + 0.34824, + 0.3498, + 0.35008, + 0.35088, + 0.35076, + 0.35254, + 0.35354, + 0.35364, + 0.35176, + 0.35556, + 0.35626, + 0.35458, + 0.35408, + 0.35588, + 0.35876, + 0.35938, + 0.36056, + 0.36056, + 0.35998, + 0.36086, + 0.35718, + 0.35898, + 0.36128, + 0.36022, + 0.3575, + 0.36098, + 0.36178, + 0.36196, + 0.36508, + 0.36294, + 0.3645, + 0.36438, + 0.36428, + 0.36462, + 0.36086, + 0.3643, + 0.3637, + 0.36544, + 0.36562, + 0.36574, + 0.36544, + 0.3643, + 0.36654, + 0.36688, + 0.36584, + 0.36738, + 0.36538, + 0.3685, + 0.36706, + 0.3681, + 0.36614, + 0.36798, + 0.36682, + 0.36688, + 0.36772, + 0.3687, + 0.36828, + 0.36478, + 0.3676, + 0.36774, + 0.36956, + 0.36956, + 0.36768, + 0.3664, + 0.36848 + ], + "test_acc": [ + 0.2789, + 0.3105, + 0.3048, + 0.3148, + 0.323, + 0.3367, + 0.3399, + 0.3468, + 0.3417, + 0.3416, + 0.3511, + 0.3527, + 0.342, + 0.353, + 0.3624, + 0.349, + 0.354, + 0.3675, + 0.3543, + 0.3609, + 0.3613, + 0.3656, + 0.3683, + 0.3572, + 0.365, + 0.3682, + 0.3725, + 0.3578, + 0.3725, + 0.3714, + 0.3683, + 0.3666, + 0.3621, + 0.3689, + 0.3747, + 0.3784, + 0.368, + 0.383, + 0.3698, + 0.3823, + 0.379, + 0.3766, + 0.3793, + 0.3789, + 0.3879, + 0.3813, + 0.373, + 0.3839, + 0.3814, + 0.3842, + 0.3882, + 0.381, + 0.3834, + 0.3841, + 0.3851, + 0.387, + 0.3809, + 0.3833, + 0.3834, + 0.3806, + 0.3854, + 0.3907, + 0.3796, + 0.3892, + 0.3915, + 0.3907, + 0.391, + 0.3903, + 0.3921, + 0.3892, + 0.3916, + 0.3909, + 0.3912, + 0.3923, + 0.3912, + 0.3912, + 0.3937, + 0.3894, + 0.3946, + 0.3919, + 0.3897, + 0.3923, + 0.3973, + 0.392, + 0.3971, + 0.3938, + 0.3908, + 0.3947, + 0.3922, + 0.3913, + 0.3909, + 0.3931, + 0.3937, + 0.3931, + 0.3933, + 0.392, + 0.392, + 0.3926, + 0.3928, + 0.3929 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.028316663578152657, + 0.0230555459856987, + -0.10937326401472092, + 0.9985983967781067 + ], + "perturbation_rho": [ + -0.018305372446775436, + -0.05561023950576782, + 0.04369408264756203, + 0.0030625772196799517 + ], + "nudging": { + "0.001": [ + -1.237727701663971e-06, + -8.684583008289337e-08, + 2.3283064365386963e-09, + -1.1352822184562683e-06 + ], + "0.003": [ + -3.5907141864299774e-06, + -3.394670784473419e-07, + 4.407484084367752e-07, + -4.475703462958336e-06 + ], + "0.01": [ + -1.1818483471870422e-05, + -7.816124707460403e-07, + 1.9797589629888535e-06, + -1.6960781067609787e-05 + ] + }, + "hidden_norms_per_layer": [ + 5829.11083984375, + 96512.5703125, + 1033049.3125, + 1362033.875, + 493509.875 + ], + "bp_grad_norms_per_layer": [ + 1.7891748939291574e-05, + 1.2141871366111445e-06, + 8.851626489558839e-07, + 8.892926075532159e-07, + 8.88764532191999e-07 + ] + }, + "drift": { + "embed.weight": 61.065183980831414, + "embed.bias": 37.30479105851126, + "blocks.0.ln.weight": 1.813413381576538, + "blocks.0.w1.weight": 19.65702484459222, + "blocks.0.w1.bias": 18.43264760143014, + "blocks.0.w2.weight": 80.7069052062468, + "blocks.1.ln.weight": 1.5857534408569336, + "blocks.1.w1.weight": 30.581704417045803, + "blocks.1.w1.bias": 32.64715538359668, + "blocks.1.w2.weight": 51.04559112831385, + "blocks.2.ln.weight": 1.1075904369354248, + "blocks.2.w1.weight": 27.221029191801634, + "blocks.2.w1.bias": 31.23130799360825, + "blocks.2.w2.weight": 40.72448084896488, + "blocks.3.ln.weight": 1.233646035194397, + "blocks.3.w1.weight": 30.670509581621424, + "blocks.3.w1.bias": 34.319449767073166, + "blocks.3.w2.weight": 50.44485584477348, + "out_ln.weight": 0.31939876079559326, + "out_head.weight": 5.424347923413205, + "out_head.bias": 2.5070306021804907 + } + } + }, + "123": { + "fa": { + "log": { + "train_loss": [ + 2.039442294845581, + 1.953594453125, + 1.9264128439712525, + 1.9111677870941162, + 1.9046263507843018, + 1.8970699446868897, + 1.8877645287322997, + 1.8802119188690185, + 1.8676571554565429, + 1.8596859856796264, + 1.8576147148895263, + 1.8543415798950196, + 1.847902306289673, + 1.843341840286255, + 1.8415791506576538, + 1.8326364449691772, + 1.8275398804473877, + 1.825090225830078, + 1.8180097577667236, + 1.812808359451294, + 1.8083131935882568, + 1.806013644104004, + 1.8015524674224854, + 1.7926762564086913, + 1.7879434857177734, + 1.7820632962799072, + 1.781419140357971, + 1.7759368832397462, + 1.7757835355377198, + 1.7717899426651, + 1.7707528903579712, + 1.7696525680923463, + 1.7655191495895386, + 1.765033065109253, + 1.762537513771057, + 1.7627749864959716, + 1.7591946435546875, + 1.7589446157455444, + 1.7533805700683593, + 1.757075972213745, + 1.7514215006256104, + 1.7560174445343018, + 1.7500310370254517, + 1.7495898828125, + 1.7477490761566161, + 1.7467513186264039, + 1.7485883990859985, + 1.7423759655380249, + 1.7408935341644287, + 1.7417366515731811, + 1.7416620874023439, + 1.7395717266845703, + 1.735324585494995, + 1.7391719909667969, + 1.7375017526245118, + 1.738703854637146, + 1.739165567626953, + 1.7372404578018188, + 1.7375502878189086, + 1.740667166519165, + 1.7426861660766602, + 1.7352294305801392, + 1.7360000601577759, + 1.7363917623901368, + 1.7359804382705688, + 1.7362036960601808, + 1.7375494842529298, + 1.7357752603149414, + 1.7346405282211304, + 1.734609012107849, + 1.7384431924057007, + 1.7361973517227174, + 1.7336053954696655, + 1.7382006414794922, + 1.7355592263031006, + 1.7354922631072998, + 1.738483149909973, + 1.733718469810486, + 1.7319189379882813, + 1.7344261421203613, + 1.731631244506836, + 1.7336486722564697, + 1.7326741513061523, + 1.7326253693389893, + 1.7323636251449586, + 1.7339774234771728, + 1.73317182472229, + 1.7338639688491821, + 1.7331051165008544, + 1.7340733782196045, + 1.7288542190170288, + 1.732238768005371, + 1.7312932516860962, + 1.7317837997436523, + 1.7301695737075806, + 1.7338779425430297, + 1.7309321548461913, + 1.726007070274353, + 1.7297403479385376, + 1.7313430319213867 + ], + "train_acc": [ + 0.25042, + 0.28976, + 0.30134, + 0.30602, + 0.3089, + 0.31554, + 0.31428, + 0.3196, + 0.32306, + 0.32846, + 0.33142, + 0.33322, + 0.33642, + 0.33992, + 0.34194, + 0.34438, + 0.34432, + 0.34526, + 0.34954, + 0.35184, + 0.35138, + 0.35452, + 0.35486, + 0.35792, + 0.35968, + 0.36406, + 0.36522, + 0.36342, + 0.3657, + 0.36458, + 0.36718, + 0.36438, + 0.3672, + 0.37022, + 0.37054, + 0.36724, + 0.36996, + 0.37222, + 0.3746, + 0.37048, + 0.37312, + 0.37208, + 0.37302, + 0.37558, + 0.37478, + 0.37606, + 0.37594, + 0.37622, + 0.37692, + 0.37654, + 0.37762, + 0.37828, + 0.38134, + 0.37722, + 0.37784, + 0.37886, + 0.37892, + 0.37816, + 0.38044, + 0.37908, + 0.37866, + 0.37992, + 0.38136, + 0.38112, + 0.38068, + 0.37866, + 0.38062, + 0.38226, + 0.38224, + 0.38394, + 0.37886, + 0.38148, + 0.38066, + 0.37898, + 0.3827, + 0.38146, + 0.38008, + 0.38496, + 0.38278, + 0.3828, + 0.38456, + 0.38362, + 0.38398, + 0.38284, + 0.384, + 0.38284, + 0.38282, + 0.38388, + 0.38298, + 0.38384, + 0.3847, + 0.38326, + 0.38218, + 0.38316, + 0.38288, + 0.38104, + 0.3823, + 0.38442, + 0.38372, + 0.3814 + ], + "test_acc": [ + 0.2905, + 0.3333, + 0.3424, + 0.3445, + 0.3473, + 0.357, + 0.3561, + 0.3439, + 0.3547, + 0.3514, + 0.3624, + 0.3717, + 0.3659, + 0.3715, + 0.3653, + 0.3669, + 0.3677, + 0.375, + 0.3807, + 0.3801, + 0.3731, + 0.3794, + 0.3873, + 0.3816, + 0.3903, + 0.3866, + 0.3876, + 0.387, + 0.3915, + 0.3944, + 0.3878, + 0.391, + 0.3973, + 0.3913, + 0.3949, + 0.4015, + 0.3969, + 0.3971, + 0.3933, + 0.3937, + 0.4026, + 0.3957, + 0.3986, + 0.3994, + 0.4041, + 0.4033, + 0.3987, + 0.4023, + 0.3982, + 0.4046, + 0.4073, + 0.4061, + 0.3998, + 0.4057, + 0.4036, + 0.4066, + 0.4057, + 0.4056, + 0.4099, + 0.4087, + 0.4031, + 0.4052, + 0.4102, + 0.4108, + 0.4056, + 0.4083, + 0.4111, + 0.4113, + 0.4088, + 0.4048, + 0.4085, + 0.4104, + 0.4085, + 0.4067, + 0.4074, + 0.406, + 0.4059, + 0.4112, + 0.4093, + 0.407, + 0.4077, + 0.4078, + 0.4096, + 0.4083, + 0.4103, + 0.4093, + 0.4092, + 0.4094, + 0.4095, + 0.4093, + 0.41, + 0.409, + 0.4071, + 0.4087, + 0.4098, + 0.4095, + 0.4103, + 0.4095, + 0.4099, + 0.4099 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.024554381147027016, + 0.11956729739904404, + -0.05824935808777809, + 0.9959120750427246 + ], + "perturbation_rho": [ + 0.04051800072193146, + 0.000565994530916214, + -0.01674405112862587, + 0.03625570237636566 + ], + "nudging": { + "0.001": [ + -1.0242220014333725e-06, + -8.98377038538456e-07, + 1.8649734556674957e-07, + -3.294786438345909e-06 + ], + "0.003": [ + -2.9887305572628975e-06, + -2.6676570996642113e-06, + 6.059417501091957e-07, + -1.0517891496419907e-05 + ], + "0.01": [ + -1.013989094644785e-05, + -9.021139703691006e-06, + 1.9457656890153885e-06, + -3.530189860612154e-05 + ] + }, + "hidden_norms_per_layer": [ + 4442.23876953125, + 69271.0234375, + 112683.53125, + 377440.78125, + 101219.984375 + ], + "bp_grad_norms_per_layer": [ + 3.0517328923451714e-05, + 3.3021829040080775e-06, + 1.6336410908479593e-06, + 1.6025945797082386e-06, + 1.6025023796828464e-06 + ] + }, + "drift": { + "embed.weight": 42.23262803830075, + "embed.bias": 38.89359718847897, + "blocks.0.ln.weight": 1.485857367515564, + "blocks.0.w1.weight": 16.185781545723177, + "blocks.0.w1.bias": 19.38631244368407, + "blocks.0.w2.weight": 67.24000322735762, + "blocks.1.ln.weight": 1.1729528903961182, + "blocks.1.w1.weight": 16.924164447681708, + "blocks.1.w1.bias": 12.398522096155984, + "blocks.1.w2.weight": 66.57045868925029, + "blocks.2.ln.weight": 1.1481270790100098, + "blocks.2.w1.weight": 22.87352078284913, + "blocks.2.w1.bias": 15.551994064272593, + "blocks.2.w2.weight": 47.0174765021604, + "blocks.3.ln.weight": 1.3614349365234375, + "blocks.3.w1.weight": 24.802445502073887, + "blocks.3.w1.bias": 20.203860687494405, + "blocks.3.w2.weight": 27.95273009401102, + "out_ln.weight": 0.2712816894054413, + "out_head.weight": 3.4626060309461333, + "out_head.bias": 5.313953466040826 + } + } + }, + "456": { + "fa": { + "log": { + "train_loss": [ + 2.064060781517029, + 1.9899321492004394, + 1.9583305028533935, + 1.9413242259979249, + 1.9259093924713135, + 1.9170702835845947, + 1.9052985552215576, + 1.896912885131836, + 1.8825988665771485, + 1.8796403802490234, + 1.8680178726577759, + 1.866754577331543, + 1.8631378329849244, + 1.8581646213150025, + 1.8511347687530517, + 1.8506925588226317, + 1.8502174087905883, + 1.844791806640625, + 1.8447570569229126, + 1.8405440747833253, + 1.8362063940048219, + 1.8338028798675536, + 1.8322235885238647, + 1.8271099829483033, + 1.8259497284698487, + 1.8257087524032594, + 1.8204508585357666, + 1.8167411252593995, + 1.8126173525619507, + 1.8123734192276002, + 1.8087152871322631, + 1.808808218383789, + 1.8022823331069946, + 1.801023843383789, + 1.7965255283355712, + 1.7960807333755493, + 1.7931187894439697, + 1.7941291955947876, + 1.7897003564453124, + 1.7906446847534179, + 1.786394164466858, + 1.7862309146881103, + 1.780618618774414, + 1.7832628304672242, + 1.7785604644012452, + 1.7788331238174437, + 1.7817785488510132, + 1.7777097594833373, + 1.7799998865509032, + 1.775255680809021, + 1.7771116664886475, + 1.7775196334075927, + 1.7734333945465088, + 1.774940083694458, + 1.7707776821517944, + 1.7724536269378661, + 1.7712063220214844, + 1.769450744857788, + 1.7644718740463257, + 1.7703942450332641, + 1.7682801098251342, + 1.7650428762817383, + 1.766692326889038, + 1.7640820398330688, + 1.7642735467147828, + 1.7657033821868897, + 1.7645520711517333, + 1.7599635735702515, + 1.7630397510528564, + 1.7610415447616576, + 1.7589880530548097, + 1.759702002029419, + 1.758202407836914, + 1.7584852575683594, + 1.758759799156189, + 1.7612190747833252, + 1.756975512008667, + 1.7578368276977538, + 1.752756251296997, + 1.7538298551177978, + 1.7545775293350219, + 1.7533795291137695, + 1.7553060709381103, + 1.7546167678833007, + 1.7510459091186523, + 1.7534167892074586, + 1.7509777270889282, + 1.7524606351089478, + 1.753954182395935, + 1.7540196291732788, + 1.7530623047637939, + 1.754902084274292, + 1.7526578115844726, + 1.7541147797012329, + 1.7511920746612548, + 1.7532148589324952, + 1.7491467144393922, + 1.7507730041885377, + 1.7531463625335693, + 1.7500363696670531 + ], + "train_acc": [ + 0.24014, + 0.26772, + 0.28264, + 0.29302, + 0.29948, + 0.30404, + 0.30992, + 0.31306, + 0.3199, + 0.31706, + 0.32588, + 0.32474, + 0.32728, + 0.32896, + 0.33068, + 0.332, + 0.33344, + 0.3358, + 0.33592, + 0.33646, + 0.33824, + 0.34346, + 0.34112, + 0.3446, + 0.3442, + 0.34498, + 0.34916, + 0.35224, + 0.3488, + 0.35114, + 0.35106, + 0.35238, + 0.35462, + 0.35262, + 0.35602, + 0.35642, + 0.3596, + 0.35778, + 0.35798, + 0.35972, + 0.36258, + 0.36078, + 0.36174, + 0.36244, + 0.36306, + 0.3641, + 0.3633, + 0.361, + 0.36384, + 0.36622, + 0.36642, + 0.3651, + 0.36634, + 0.36576, + 0.3673, + 0.36726, + 0.36696, + 0.36972, + 0.3705, + 0.36848, + 0.36996, + 0.36794, + 0.37034, + 0.37048, + 0.37012, + 0.367, + 0.37118, + 0.37072, + 0.37212, + 0.37374, + 0.37076, + 0.37256, + 0.37136, + 0.37392, + 0.37394, + 0.3732, + 0.37276, + 0.37222, + 0.37412, + 0.3723, + 0.37526, + 0.37592, + 0.37682, + 0.37498, + 0.37556, + 0.37602, + 0.3759, + 0.37684, + 0.37452, + 0.37624, + 0.3739, + 0.37434, + 0.37596, + 0.37428, + 0.37492, + 0.3748, + 0.37806, + 0.37718, + 0.37634, + 0.37502 + ], + "test_acc": [ + 0.2713, + 0.3034, + 0.3137, + 0.3223, + 0.3204, + 0.3317, + 0.3372, + 0.3338, + 0.3448, + 0.3422, + 0.3584, + 0.3723, + 0.3648, + 0.363, + 0.3547, + 0.3679, + 0.3611, + 0.3653, + 0.3704, + 0.3666, + 0.3724, + 0.3691, + 0.3744, + 0.3743, + 0.379, + 0.375, + 0.3703, + 0.3688, + 0.3839, + 0.3808, + 0.3808, + 0.3799, + 0.3901, + 0.3821, + 0.3861, + 0.388, + 0.3872, + 0.3823, + 0.3851, + 0.3872, + 0.3816, + 0.3883, + 0.3914, + 0.3866, + 0.3824, + 0.3861, + 0.3912, + 0.3831, + 0.3882, + 0.39, + 0.3935, + 0.3951, + 0.3927, + 0.3947, + 0.3931, + 0.3904, + 0.3849, + 0.3965, + 0.389, + 0.3957, + 0.3993, + 0.3929, + 0.3939, + 0.3988, + 0.3972, + 0.3919, + 0.3956, + 0.3937, + 0.3964, + 0.3968, + 0.3954, + 0.3934, + 0.3957, + 0.3954, + 0.3983, + 0.399, + 0.3964, + 0.3988, + 0.3968, + 0.3999, + 0.3998, + 0.3988, + 0.3981, + 0.3991, + 0.3994, + 0.4001, + 0.3957, + 0.3991, + 0.3996, + 0.3992, + 0.4004, + 0.3989, + 0.3985, + 0.4004, + 0.4008, + 0.3998, + 0.4001, + 0.3995, + 0.3999, + 0.3996 + ] + }, + "diagnostics": { + "bp_cosine": [ + -0.005567306652665138, + 0.07410226762294769, + -0.08782696723937988, + 0.9968396425247192 + ], + "perturbation_rho": [ + 0.018982190638780594, + 0.020260581746697426, + -0.010329723358154297, + -0.0005609926301985979 + ], + "nudging": { + "0.001": [ + 1.0007061064243317e-06, + -3.9103906601667404e-07, + 1.1315569281578064e-07, + -1.5826663002371788e-06 + ], + "0.003": [ + 3.3027026802301407e-06, + -1.0563526302576065e-06, + 3.9511360228061676e-07, + -5.659414455294609e-06 + ], + "0.01": [ + 1.0776100680232048e-05, + -3.261142410337925e-06, + 1.505366526544094e-06, + -1.979817170649767e-05 + ] + }, + "hidden_norms_per_layer": [ + 7183.7138671875, + 54252.28125, + 433092.46875, + 853070.375, + 358308.375 + ], + "bp_grad_norms_per_layer": [ + 2.274825965287164e-05, + 2.2719700609741267e-06, + 1.0948514272968168e-06, + 1.0902091389652924e-06, + 1.0879763294724398e-06 + ] + }, + "drift": { + "embed.weight": 59.198994919141114, + "embed.bias": 39.04210511940659, + "blocks.0.ln.weight": 1.5643459558486938, + "blocks.0.w1.weight": 17.61955302910138, + "blocks.0.w1.bias": 14.864856243639734, + "blocks.0.w2.weight": 72.0693062056265, + "blocks.1.ln.weight": 1.3596134185791016, + "blocks.1.w1.weight": 23.46545214362022, + "blocks.1.w1.bias": 20.737719695924945, + "blocks.1.w2.weight": 57.54218956802357, + "blocks.2.ln.weight": 1.0050276517868042, + "blocks.2.w1.weight": 26.292893266385775, + "blocks.2.w1.bias": 30.330843617032436, + "blocks.2.w2.weight": 38.29821365284518, + "blocks.3.ln.weight": 1.097004771232605, + "blocks.3.w1.weight": 25.15473199291234, + "blocks.3.w1.bias": 27.34892428441179, + "blocks.3.w2.weight": 48.94715322109553, + "out_ln.weight": 0.27024972438812256, + "out_head.weight": 4.837433858659456, + "out_head.bias": 1.4275285869872485 + } + } + }, + "config": { + "dataset": "cifar10", + "d_hidden": 256, + "num_blocks": 4, + "batch_size": 128, + "epochs": 100, + "lr": 0.001, + "lr_fb": 0.001, + "wd": 0.01, + "lam": 0.1, + "K": 4, + "sigma_bridge": 0.05, + "ema_momentum": 0.995, + "term_grad_weight": 1.0, + "seeds": [ + 42, + 123, + 456 + ], + "gpu": 0, + "output_dir": "results/fa_main_audit", + "methods": [ + "fa" + ], + "random_targets": false, + "penalty_lam": 0.0, + "num_classes": 10 + } +}
\ No newline at end of file |
