summaryrefslogtreecommitdiff
path: root/results/fa_dfa_d256_L8_seed3/results_cifar10.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/fa_dfa_d256_L8_seed3/results_cifar10.json')
-rw-r--r--results/fa_dfa_d256_L8_seed3/results_cifar10.json881
1 files changed, 881 insertions, 0 deletions
diff --git a/results/fa_dfa_d256_L8_seed3/results_cifar10.json b/results/fa_dfa_d256_L8_seed3/results_cifar10.json
new file mode 100644
index 0000000..5c3b9f9
--- /dev/null
+++ b/results/fa_dfa_d256_L8_seed3/results_cifar10.json
@@ -0,0 +1,881 @@
+{
+ "3": {
+ "dfa": {
+ "log": {
+ "train_loss": [
+ 2.068615023956299,
+ 2.047176646156311,
+ 2.045687096939087,
+ 2.041560323257446,
+ 2.039340658111572,
+ 2.037013464202881,
+ 2.035925048980713,
+ 2.0311173275756835,
+ 2.032121988372803,
+ 2.028200259399414,
+ 2.0268639810943605,
+ 2.0260205685043333,
+ 2.023872131958008,
+ 2.022557463645935,
+ 2.019715512161255,
+ 2.0188200274276733,
+ 2.0172054164886473,
+ 2.017824410171509,
+ 2.017126524734497,
+ 2.0166522624969483,
+ 2.0137256134414674,
+ 2.0104475395965578,
+ 2.014379795913696,
+ 2.014344210357666,
+ 2.0130453625488283,
+ 2.0132340604400634,
+ 2.015250590057373,
+ 2.0126567953872683,
+ 2.011817781829834,
+ 2.011758652381897,
+ 2.012901442489624,
+ 2.010367298049927,
+ 2.01117289024353,
+ 2.0130296683502196,
+ 2.011817899551392,
+ 2.0138639054107665,
+ 2.0104484258270263,
+ 2.01166593460083,
+ 2.0109901863861084,
+ 2.009072921295166,
+ 2.0114363181304933,
+ 2.0125079582214354,
+ 2.0117907460784914,
+ 2.0110322050476075,
+ 2.0118529551696778,
+ 2.0105218141174315,
+ 2.0101245944213866,
+ 2.011210913467407,
+ 2.00997705657959,
+ 2.0106901919555664,
+ 2.0133068067932127,
+ 2.010482346534729,
+ 2.01014770980835,
+ 2.013678374786377,
+ 2.0105705118560793,
+ 2.009467424964905,
+ 2.0119786975097655,
+ 2.012015775146484,
+ 2.0094030991363527,
+ 2.012004408950806,
+ 2.0111507415008547,
+ 2.0106979748535156,
+ 2.008728541183472,
+ 2.010878988723755,
+ 2.009884360809326,
+ 2.0100272506713868,
+ 2.010221890258789,
+ 2.0115498251342774,
+ 2.012461339263916,
+ 2.010008108291626,
+ 2.009727705307007,
+ 2.0100395127105712,
+ 2.009380127105713,
+ 2.0105259854888917,
+ 2.0112087518310546,
+ 2.0097919299316405,
+ 2.009896908798218,
+ 2.0096029611968995,
+ 2.0109228817749023,
+ 2.0104407540130613,
+ 2.008896068954468,
+ 2.010570963516235,
+ 2.0119053901672364,
+ 2.010287576522827,
+ 2.008419459609985,
+ 2.0072363785171508,
+ 2.00801055557251,
+ 2.008693112564087,
+ 2.0080592823791505,
+ 2.0085273458862303,
+ 2.009861908569336,
+ 2.0077927374267577,
+ 2.009273677444458,
+ 2.008448128814697,
+ 2.00934712600708,
+ 2.0098364579772947,
+ 2.0096740563964843,
+ 2.009671881637573,
+ 2.0100610285949707,
+ 2.0068935653305053
+ ],
+ "train_acc": [
+ 0.23866,
+ 0.24262,
+ 0.24576,
+ 0.25012,
+ 0.25268,
+ 0.25266,
+ 0.25262,
+ 0.25804,
+ 0.2571,
+ 0.25908,
+ 0.26094,
+ 0.26028,
+ 0.26044,
+ 0.26054,
+ 0.262,
+ 0.26448,
+ 0.26688,
+ 0.26672,
+ 0.266,
+ 0.26744,
+ 0.26834,
+ 0.26974,
+ 0.26904,
+ 0.2705,
+ 0.26832,
+ 0.26774,
+ 0.26668,
+ 0.26762,
+ 0.267,
+ 0.27284,
+ 0.27026,
+ 0.27038,
+ 0.27058,
+ 0.27046,
+ 0.27236,
+ 0.26896,
+ 0.27174,
+ 0.27068,
+ 0.27064,
+ 0.2734,
+ 0.27182,
+ 0.27226,
+ 0.27142,
+ 0.2746,
+ 0.27316,
+ 0.27024,
+ 0.27572,
+ 0.27118,
+ 0.2743,
+ 0.27594,
+ 0.27086,
+ 0.27004,
+ 0.27266,
+ 0.26996,
+ 0.27428,
+ 0.27528,
+ 0.27046,
+ 0.27342,
+ 0.27552,
+ 0.27356,
+ 0.27532,
+ 0.27676,
+ 0.27258,
+ 0.27636,
+ 0.27536,
+ 0.27252,
+ 0.2765,
+ 0.27326,
+ 0.2722,
+ 0.27532,
+ 0.27574,
+ 0.2746,
+ 0.27538,
+ 0.27316,
+ 0.2756,
+ 0.27282,
+ 0.27362,
+ 0.27488,
+ 0.2711,
+ 0.27402,
+ 0.27544,
+ 0.27228,
+ 0.27592,
+ 0.2756,
+ 0.27716,
+ 0.27642,
+ 0.27756,
+ 0.27424,
+ 0.27854,
+ 0.27518,
+ 0.27258,
+ 0.2778,
+ 0.27602,
+ 0.277,
+ 0.27468,
+ 0.27454,
+ 0.27424,
+ 0.27666,
+ 0.27484,
+ 0.27578
+ ],
+ "test_acc": [
+ 0.2605,
+ 0.2721,
+ 0.2761,
+ 0.2552,
+ 0.2751,
+ 0.2671,
+ 0.2772,
+ 0.279,
+ 0.2708,
+ 0.2664,
+ 0.2807,
+ 0.2803,
+ 0.2787,
+ 0.2911,
+ 0.2852,
+ 0.2856,
+ 0.2844,
+ 0.2747,
+ 0.2802,
+ 0.2843,
+ 0.294,
+ 0.2912,
+ 0.2858,
+ 0.276,
+ 0.2842,
+ 0.2825,
+ 0.2921,
+ 0.2849,
+ 0.289,
+ 0.2758,
+ 0.2964,
+ 0.2852,
+ 0.2834,
+ 0.2877,
+ 0.2999,
+ 0.2849,
+ 0.293,
+ 0.2873,
+ 0.2934,
+ 0.2883,
+ 0.293,
+ 0.2895,
+ 0.2914,
+ 0.292,
+ 0.3002,
+ 0.2865,
+ 0.2926,
+ 0.2945,
+ 0.2989,
+ 0.2977,
+ 0.2916,
+ 0.2894,
+ 0.2977,
+ 0.2938,
+ 0.3004,
+ 0.2967,
+ 0.3009,
+ 0.2818,
+ 0.2924,
+ 0.2934,
+ 0.2852,
+ 0.2866,
+ 0.2939,
+ 0.2929,
+ 0.2948,
+ 0.296,
+ 0.2999,
+ 0.2936,
+ 0.2911,
+ 0.2955,
+ 0.2922,
+ 0.2948,
+ 0.292,
+ 0.2922,
+ 0.2954,
+ 0.2909,
+ 0.2971,
+ 0.2964,
+ 0.2964,
+ 0.2975,
+ 0.2926,
+ 0.2936,
+ 0.2895,
+ 0.2968,
+ 0.295,
+ 0.2928,
+ 0.2962,
+ 0.2962,
+ 0.2981,
+ 0.295,
+ 0.2952,
+ 0.2962,
+ 0.2954,
+ 0.2942,
+ 0.294,
+ 0.2946,
+ 0.2946,
+ 0.2945,
+ 0.2946,
+ 0.2946
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.39051711559295654,
+ 0.00047808888484723866,
+ 0.00286676874384284,
+ -0.0025043508503586054,
+ 0.000322053674608469,
+ -0.0008587267366237938,
+ -0.0018792838091030717,
+ 0.0018272181041538715
+ ],
+ "perturbation_rho": [
+ 0.005894219968467951,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0
+ ],
+ "nudging": {
+ "0.001": [
+ -2.915039658546448e-07,
+ -9.313225746154785e-10,
+ 9.313225746154785e-10,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0
+ ],
+ "0.003": [
+ -1.0211952030658722e-06,
+ -1.862645149230957e-09,
+ 9.313225746154785e-10,
+ 0.0,
+ 0.0,
+ 0.0,
+ 9.313225746154785e-10,
+ 0.0
+ ],
+ "0.01": [
+ -3.0533410608768463e-06,
+ -3.725290298461914e-09,
+ 9.313225746154785e-10,
+ 3.725290298461914e-09,
+ 0.0,
+ 0.0,
+ -9.313225746154785e-10,
+ 0.0
+ ]
+ },
+ "hidden_norms_per_layer": [
+ 40316.796875,
+ 307326208.0,
+ 913832192.0,
+ 988009024.0,
+ 1508025088.0,
+ 1806359168.0,
+ 1849629568.0,
+ 2188687616.0,
+ 2485296896.0
+ ],
+ "bp_grad_norms_per_layer": [
+ 3.1247913057086407e-07,
+ 6.341530633946491e-10,
+ 6.226453796998044e-10,
+ 6.2297295100322e-10,
+ 6.209277536584068e-10,
+ 6.210325587119314e-10,
+ 6.210361669367614e-10,
+ 6.206388181162481e-10,
+ 6.205727043351317e-10
+ ]
+ },
+ "drift": {
+ "embed.weight": 346.8648177248426,
+ "embed.bias": 294.36548366042695,
+ "blocks.0.ln.weight": 11.012950897216797,
+ "blocks.0.w1.weight": 218.82511475631335,
+ "blocks.0.w1.bias": 208.27393479202811,
+ "blocks.0.w2.weight": 491.86978296944665,
+ "blocks.1.ln.weight": 10.164929389953613,
+ "blocks.1.w1.weight": 277.9108744662706,
+ "blocks.1.w1.bias": 255.17942982496433,
+ "blocks.1.w2.weight": 416.2935804854679,
+ "blocks.2.ln.weight": 9.155071258544922,
+ "blocks.2.w1.weight": 230.32353546806806,
+ "blocks.2.w1.bias": 225.3918473151377,
+ "blocks.2.w2.weight": 335.1338975810203,
+ "blocks.3.ln.weight": 10.646790504455566,
+ "blocks.3.w1.weight": 305.38387277965444,
+ "blocks.3.w1.bias": 272.0924461450336,
+ "blocks.3.w2.weight": 449.71231243467605,
+ "blocks.4.ln.weight": 10.511990547180176,
+ "blocks.4.w1.weight": 301.02475276314414,
+ "blocks.4.w1.bias": 283.9163308436812,
+ "blocks.4.w2.weight": 425.48006497712345,
+ "blocks.5.ln.weight": 7.359297275543213,
+ "blocks.5.w1.weight": 197.05490869212008,
+ "blocks.5.w1.bias": 175.3607301882127,
+ "blocks.5.w2.weight": 279.18290459751876,
+ "blocks.6.ln.weight": 11.279300689697266,
+ "blocks.6.w1.weight": 321.6075481759436,
+ "blocks.6.w1.bias": 299.55963820199565,
+ "blocks.6.w2.weight": 437.1964645534032,
+ "blocks.7.ln.weight": 11.766033172607422,
+ "blocks.7.w1.weight": 330.68186483881703,
+ "blocks.7.w1.bias": 322.85133764510664,
+ "blocks.7.w2.weight": 455.9640356105679,
+ "out_ln.weight": 0.8627486824989319,
+ "out_head.weight": 8.827849511384864,
+ "out_head.bias": 1.0810052204688796
+ }
+ },
+ "fa": {
+ "log": {
+ "train_loss": [
+ 2.058981375579834,
+ 1.9834817496490478,
+ 1.9641429858398438,
+ 1.9436818535614013,
+ 1.9326764168930053,
+ 1.9252216508483886,
+ 1.9228894757080077,
+ 1.9135075526428222,
+ 1.908241348800659,
+ 1.898921445579529,
+ 1.8944130271148683,
+ 1.8912477577972413,
+ 1.8830120736312865,
+ 1.881072061805725,
+ 1.8768733514022826,
+ 1.8708937075805665,
+ 1.8682633953094483,
+ 1.867644786605835,
+ 1.862151336288452,
+ 1.8556909922027587,
+ 1.8531654512786866,
+ 1.8516737128448486,
+ 1.856813112487793,
+ 1.8525701689147949,
+ 1.845026340560913,
+ 1.839306372718811,
+ 1.8322341234970092,
+ 1.8263341422271728,
+ 1.8188115433502197,
+ 1.8107766916275025,
+ 1.8092199557113648,
+ 1.8012385620880127,
+ 1.7975863833999635,
+ 1.7922526489257813,
+ 1.7880666454315186,
+ 1.7886801773071288,
+ 1.7807807125091553,
+ 1.779724262084961,
+ 1.775158731918335,
+ 1.7758396688842772,
+ 1.7778481522369385,
+ 1.774957112350464,
+ 1.7728896438598634,
+ 1.7728447552490234,
+ 1.7720583478546144,
+ 1.7720315837860108,
+ 1.7645318777084351,
+ 1.7661468465423584,
+ 1.7653337018203736,
+ 1.7627277339935303,
+ 1.7612493091583252,
+ 1.7608684145736695,
+ 1.7618030507659912,
+ 1.7599208697128297,
+ 1.7579380053710938,
+ 1.7533478388214112,
+ 1.7546381701278686,
+ 1.7539206622314454,
+ 1.74741821723938,
+ 1.750472043838501,
+ 1.7494391228866577,
+ 1.748632820663452,
+ 1.7438091558837892,
+ 1.7478703462982177,
+ 1.7456060763549806,
+ 1.7437335445785522,
+ 1.7426370120239258,
+ 1.7418463362884522,
+ 1.7448427515029907,
+ 1.7404597217559814,
+ 1.743501665992737,
+ 1.7376666475677491,
+ 1.7360430716705322,
+ 1.7362179106903075,
+ 1.7341359579086304,
+ 1.733851330947876,
+ 1.7334849172210693,
+ 1.7326775600814819,
+ 1.7341204782104491,
+ 1.7362167639541626,
+ 1.7309519817352295,
+ 1.7323176555633546,
+ 1.733476494140625,
+ 1.7358508117294311,
+ 1.7305281336212157,
+ 1.7303411197662353,
+ 1.73070291847229,
+ 1.7317729217147828,
+ 1.727743486557007,
+ 1.7267417626571655,
+ 1.7302013341522218,
+ 1.7299649307250977,
+ 1.7291040048217774,
+ 1.7297229943847656,
+ 1.7304346767807006,
+ 1.7294611694335937,
+ 1.731980471458435,
+ 1.7267779105377197,
+ 1.728856870651245,
+ 1.7232196910858155
+ ],
+ "train_acc": [
+ 0.24234,
+ 0.2742,
+ 0.29098,
+ 0.29598,
+ 0.29902,
+ 0.29986,
+ 0.3002,
+ 0.30472,
+ 0.30692,
+ 0.31152,
+ 0.31082,
+ 0.31398,
+ 0.3191,
+ 0.31702,
+ 0.32336,
+ 0.32422,
+ 0.32658,
+ 0.32714,
+ 0.32938,
+ 0.33382,
+ 0.33342,
+ 0.33472,
+ 0.33338,
+ 0.33292,
+ 0.33888,
+ 0.3423,
+ 0.34322,
+ 0.3461,
+ 0.34668,
+ 0.35166,
+ 0.35128,
+ 0.35728,
+ 0.3546,
+ 0.35978,
+ 0.361,
+ 0.3614,
+ 0.36304,
+ 0.36228,
+ 0.36516,
+ 0.36602,
+ 0.36758,
+ 0.36578,
+ 0.36746,
+ 0.3672,
+ 0.36552,
+ 0.3666,
+ 0.37044,
+ 0.3676,
+ 0.37066,
+ 0.37068,
+ 0.37034,
+ 0.37252,
+ 0.37222,
+ 0.37374,
+ 0.372,
+ 0.37456,
+ 0.37316,
+ 0.37352,
+ 0.37646,
+ 0.37608,
+ 0.37806,
+ 0.37702,
+ 0.37736,
+ 0.3746,
+ 0.37672,
+ 0.37986,
+ 0.37954,
+ 0.38086,
+ 0.3791,
+ 0.37724,
+ 0.3785,
+ 0.38128,
+ 0.37962,
+ 0.3815,
+ 0.38328,
+ 0.38234,
+ 0.38302,
+ 0.38246,
+ 0.38054,
+ 0.37982,
+ 0.38474,
+ 0.38062,
+ 0.382,
+ 0.3824,
+ 0.38212,
+ 0.38174,
+ 0.38348,
+ 0.38414,
+ 0.38298,
+ 0.38414,
+ 0.38316,
+ 0.38198,
+ 0.38374,
+ 0.3837,
+ 0.38268,
+ 0.38232,
+ 0.38248,
+ 0.38382,
+ 0.38298,
+ 0.38342
+ ],
+ "test_acc": [
+ 0.2801,
+ 0.3073,
+ 0.3193,
+ 0.3203,
+ 0.3257,
+ 0.3225,
+ 0.3347,
+ 0.3351,
+ 0.3319,
+ 0.3249,
+ 0.337,
+ 0.3477,
+ 0.3485,
+ 0.3531,
+ 0.3504,
+ 0.3551,
+ 0.3542,
+ 0.3603,
+ 0.3587,
+ 0.3676,
+ 0.3669,
+ 0.3616,
+ 0.3612,
+ 0.3648,
+ 0.3724,
+ 0.3675,
+ 0.3764,
+ 0.3806,
+ 0.3759,
+ 0.3844,
+ 0.38,
+ 0.3841,
+ 0.3848,
+ 0.3885,
+ 0.3898,
+ 0.3917,
+ 0.3918,
+ 0.3932,
+ 0.3872,
+ 0.3948,
+ 0.3953,
+ 0.3905,
+ 0.3913,
+ 0.3936,
+ 0.3956,
+ 0.3946,
+ 0.3982,
+ 0.3893,
+ 0.4001,
+ 0.3968,
+ 0.3968,
+ 0.3963,
+ 0.3964,
+ 0.4,
+ 0.3958,
+ 0.3986,
+ 0.397,
+ 0.398,
+ 0.3948,
+ 0.3973,
+ 0.3975,
+ 0.401,
+ 0.4026,
+ 0.3986,
+ 0.3986,
+ 0.3997,
+ 0.4009,
+ 0.3998,
+ 0.3987,
+ 0.4021,
+ 0.4003,
+ 0.4008,
+ 0.4017,
+ 0.4014,
+ 0.4009,
+ 0.4024,
+ 0.3995,
+ 0.4047,
+ 0.4028,
+ 0.4026,
+ 0.4041,
+ 0.4028,
+ 0.4013,
+ 0.4016,
+ 0.4038,
+ 0.404,
+ 0.404,
+ 0.405,
+ 0.4042,
+ 0.4014,
+ 0.4029,
+ 0.404,
+ 0.4044,
+ 0.4035,
+ 0.4035,
+ 0.4036,
+ 0.4035,
+ 0.4036,
+ 0.4036,
+ 0.4035
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.015765948221087456,
+ 0.07965049147605896,
+ 0.01825195923447609,
+ -0.06194503605365753,
+ -0.06945411115884781,
+ -0.027306973934173584,
+ -0.06518878042697906,
+ 0.9981832504272461
+ ],
+ "perturbation_rho": [
+ -0.003869679756462574,
+ 0.028149917721748352,
+ -0.03722488507628441,
+ 0.010893862694501877,
+ -0.053424231708049774,
+ 0.0007988980505615473,
+ 0.014475717209279537,
+ 0.039686620235443115
+ ],
+ "nudging": {
+ "0.001": [
+ 1.698499545454979e-07,
+ -3.166496753692627e-07,
+ -3.213062882423401e-08,
+ 1.387670636177063e-07,
+ 1.8265563994646072e-07,
+ 7.741618901491165e-08,
+ 1.4121178537607193e-07,
+ -1.2140953913331032e-06
+ ],
+ "0.003": [
+ 3.164168447256088e-07,
+ -1.0326039046049118e-06,
+ -5.611218512058258e-08,
+ 2.748565748333931e-07,
+ 3.5634730011224747e-07,
+ 1.3550743460655212e-07,
+ 3.384193405508995e-07,
+ -4.2710453271865845e-06
+ ],
+ "0.01": [
+ 1.0926742106676102e-06,
+ -3.4980475902557373e-06,
+ -2.4691689759492874e-07,
+ 1.008971594274044e-06,
+ 1.0706717148423195e-06,
+ 4.578614607453346e-07,
+ 1.044594682753086e-06,
+ -1.4978926628828049e-05
+ ]
+ },
+ "hidden_norms_per_layer": [
+ 5578.46875,
+ 33612.796875,
+ 156752.953125,
+ 338066.0625,
+ 628331.5,
+ 779574.8125,
+ 844256.6875,
+ 888649.0,
+ 425876.65625
+ ],
+ "bp_grad_norms_per_layer": [
+ 2.167309503420256e-05,
+ 2.129869471900747e-06,
+ 8.520624419361411e-07,
+ 8.023235977816512e-07,
+ 8.024675253182068e-07,
+ 8.062054348556558e-07,
+ 8.076636390796921e-07,
+ 8.067011663115409e-07,
+ 8.030539788705937e-07
+ ]
+ },
+ "drift": {
+ "embed.weight": 54.49055679435881,
+ "embed.bias": 20.29269603704931,
+ "blocks.0.ln.weight": 1.6682279109954834,
+ "blocks.0.w1.weight": 17.062151194987237,
+ "blocks.0.w1.bias": 13.499766617268852,
+ "blocks.0.w2.weight": 71.40829154639394,
+ "blocks.1.ln.weight": 1.4543473720550537,
+ "blocks.1.w1.weight": 19.719236452544127,
+ "blocks.1.w1.bias": 9.828062345144708,
+ "blocks.1.w2.weight": 58.72293185943862,
+ "blocks.2.ln.weight": 1.0721585750579834,
+ "blocks.2.w1.weight": 18.58227228825852,
+ "blocks.2.w1.bias": 15.746003179119816,
+ "blocks.2.w2.weight": 41.71235474869442,
+ "blocks.3.ln.weight": 0.8726892471313477,
+ "blocks.3.w1.weight": 20.471342330584488,
+ "blocks.3.w1.bias": 19.512499778298427,
+ "blocks.3.w2.weight": 36.10169832252701,
+ "blocks.4.ln.weight": 0.7409772276878357,
+ "blocks.4.w1.weight": 17.51931629450496,
+ "blocks.4.w1.bias": 18.723236583560368,
+ "blocks.4.w2.weight": 30.24901961387597,
+ "blocks.5.ln.weight": 0.7194885015487671,
+ "blocks.5.w1.weight": 16.539786302289123,
+ "blocks.5.w1.bias": 16.75240225769585,
+ "blocks.5.w2.weight": 28.9854050706238,
+ "blocks.6.ln.weight": 0.7770423293113708,
+ "blocks.6.w1.weight": 17.2275004107886,
+ "blocks.6.w1.bias": 18.38493950420895,
+ "blocks.6.w2.weight": 32.31440391348023,
+ "blocks.7.ln.weight": 0.9231076240539551,
+ "blocks.7.w1.weight": 19.50195743824471,
+ "blocks.7.w1.bias": 21.20774557625887,
+ "blocks.7.w2.weight": 46.39053908141515,
+ "out_ln.weight": 0.307411789894104,
+ "out_head.weight": 4.604781316777015,
+ "out_head.bias": 1.258175899516633
+ }
+ }
+ },
+ "config": {
+ "dataset": "cifar10",
+ "d_hidden": 256,
+ "num_blocks": 8,
+ "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": [
+ 3
+ ],
+ "gpu": 0,
+ "output_dir": "results/fa_dfa_d256_L8_seed3",
+ "methods": [
+ "fa",
+ "dfa"
+ ],
+ "random_targets": false,
+ "penalty_lam": 0.0,
+ "num_classes": 10
+ }
+} \ No newline at end of file