summaryrefslogtreecommitdiff
path: root/results/fa_dfa_d256_L8_seed4/results_cifar10.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/fa_dfa_d256_L8_seed4/results_cifar10.json')
-rw-r--r--results/fa_dfa_d256_L8_seed4/results_cifar10.json881
1 files changed, 881 insertions, 0 deletions
diff --git a/results/fa_dfa_d256_L8_seed4/results_cifar10.json b/results/fa_dfa_d256_L8_seed4/results_cifar10.json
new file mode 100644
index 0000000..18ac505
--- /dev/null
+++ b/results/fa_dfa_d256_L8_seed4/results_cifar10.json
@@ -0,0 +1,881 @@
+{
+ "4": {
+ "dfa": {
+ "log": {
+ "train_loss": [
+ 2.0656567663574217,
+ 2.0505859230041503,
+ 2.053203703994751,
+ 2.0526840745544432,
+ 2.0508153134155274,
+ 2.0500064964294435,
+ 2.0487480962753297,
+ 2.049719909591675,
+ 2.046275976715088,
+ 2.0458218814468383,
+ 2.0437327142333985,
+ 2.042165072555542,
+ 2.0446242738342284,
+ 2.0408524193572997,
+ 2.042093524932861,
+ 2.0402661250305174,
+ 2.0408810894012452,
+ 2.0373284103012086,
+ 2.03862116607666,
+ 2.035870743408203,
+ 2.0366722262573242,
+ 2.0368052173614504,
+ 2.0363987246322632,
+ 2.0385638175201417,
+ 2.0332528368377685,
+ 2.0347424139404295,
+ 2.0324463927841188,
+ 2.0332344970321654,
+ 2.031939734954834,
+ 2.0355701583862307,
+ 2.0314910345077513,
+ 2.031226405334473,
+ 2.0333832290649414,
+ 2.031931709365845,
+ 2.032775154876709,
+ 2.0315535527038575,
+ 2.030991368255615,
+ 2.031312015762329,
+ 2.0315300573349,
+ 2.0294947302246094,
+ 2.0329836825180054,
+ 2.0305798300933837,
+ 2.0313154915618896,
+ 2.030211465911865,
+ 2.0333448963928222,
+ 2.032171858444214,
+ 2.0326642723083497,
+ 2.029641508178711,
+ 2.030972560157776,
+ 2.03141214263916,
+ 2.0315414978790285,
+ 2.031778284568787,
+ 2.0305172948837282,
+ 2.029238556213379,
+ 2.0308371866607664,
+ 2.029705788726807,
+ 2.031071273651123,
+ 2.031551382446289,
+ 2.0320941706085205,
+ 2.0302660203552247,
+ 2.02909424407959,
+ 2.0317608085632326,
+ 2.0301849742126463,
+ 2.0325209705352782,
+ 2.0291553590393065,
+ 2.029445772399902,
+ 2.029556517715454,
+ 2.030448714065552,
+ 2.0291586400985717,
+ 2.030339909133911,
+ 2.0314291301727296,
+ 2.02971793800354,
+ 2.0307174551391602,
+ 2.0306736737823488,
+ 2.02974597366333,
+ 2.0310014685058593,
+ 2.0306331666564943,
+ 2.0300069621276857,
+ 2.0305981512069704,
+ 2.0304822917938234,
+ 2.0307031988525392,
+ 2.029250856361389,
+ 2.0301674210357668,
+ 2.0295850566864013,
+ 2.0306209880828856,
+ 2.029310823135376,
+ 2.031099863433838,
+ 2.029841015853882,
+ 2.028756529998779,
+ 2.028993240814209,
+ 2.028344483795166,
+ 2.0281790949249268,
+ 2.0280795663452147,
+ 2.0291675205230715,
+ 2.0298909065246584,
+ 2.029457865447998,
+ 2.029133120574951,
+ 2.0299807266998293,
+ 2.028713212356567,
+ 2.029348062210083
+ ],
+ "train_acc": [
+ 0.24136,
+ 0.24482,
+ 0.2427,
+ 0.24432,
+ 0.24608,
+ 0.24552,
+ 0.24764,
+ 0.2474,
+ 0.25004,
+ 0.24796,
+ 0.24904,
+ 0.25112,
+ 0.25108,
+ 0.25374,
+ 0.25486,
+ 0.25144,
+ 0.25464,
+ 0.2558,
+ 0.25348,
+ 0.25578,
+ 0.25414,
+ 0.2542,
+ 0.2566,
+ 0.25478,
+ 0.25908,
+ 0.2592,
+ 0.2572,
+ 0.25702,
+ 0.25768,
+ 0.25918,
+ 0.25924,
+ 0.25932,
+ 0.2585,
+ 0.25922,
+ 0.26328,
+ 0.25904,
+ 0.25988,
+ 0.26086,
+ 0.25982,
+ 0.26208,
+ 0.25958,
+ 0.26294,
+ 0.26084,
+ 0.26124,
+ 0.25758,
+ 0.25902,
+ 0.2607,
+ 0.25844,
+ 0.26254,
+ 0.26218,
+ 0.26206,
+ 0.25944,
+ 0.26196,
+ 0.26358,
+ 0.26044,
+ 0.26258,
+ 0.26298,
+ 0.26036,
+ 0.26196,
+ 0.26234,
+ 0.2623,
+ 0.26234,
+ 0.26312,
+ 0.262,
+ 0.26436,
+ 0.2627,
+ 0.2642,
+ 0.26248,
+ 0.26322,
+ 0.26162,
+ 0.26198,
+ 0.26202,
+ 0.26128,
+ 0.26422,
+ 0.26246,
+ 0.26314,
+ 0.26326,
+ 0.26486,
+ 0.26184,
+ 0.2653,
+ 0.26566,
+ 0.26624,
+ 0.26518,
+ 0.2621,
+ 0.26352,
+ 0.26428,
+ 0.26192,
+ 0.26372,
+ 0.26478,
+ 0.26346,
+ 0.26528,
+ 0.26426,
+ 0.2625,
+ 0.26412,
+ 0.26512,
+ 0.26276,
+ 0.26434,
+ 0.26354,
+ 0.2629,
+ 0.26342
+ ],
+ "test_acc": [
+ 0.2692,
+ 0.2577,
+ 0.2647,
+ 0.2579,
+ 0.2596,
+ 0.2707,
+ 0.2687,
+ 0.2731,
+ 0.269,
+ 0.2517,
+ 0.2616,
+ 0.2484,
+ 0.2766,
+ 0.2724,
+ 0.276,
+ 0.272,
+ 0.2751,
+ 0.2806,
+ 0.2765,
+ 0.279,
+ 0.2773,
+ 0.2673,
+ 0.2747,
+ 0.277,
+ 0.269,
+ 0.2777,
+ 0.2753,
+ 0.2775,
+ 0.2797,
+ 0.2744,
+ 0.2772,
+ 0.2708,
+ 0.2839,
+ 0.2778,
+ 0.2803,
+ 0.2838,
+ 0.2723,
+ 0.2851,
+ 0.2776,
+ 0.2839,
+ 0.2736,
+ 0.2716,
+ 0.2746,
+ 0.2758,
+ 0.2722,
+ 0.2781,
+ 0.2784,
+ 0.2804,
+ 0.2746,
+ 0.2794,
+ 0.2783,
+ 0.2786,
+ 0.2876,
+ 0.2727,
+ 0.2771,
+ 0.2809,
+ 0.2826,
+ 0.2797,
+ 0.2732,
+ 0.2775,
+ 0.2641,
+ 0.2775,
+ 0.2755,
+ 0.2821,
+ 0.2624,
+ 0.2773,
+ 0.2849,
+ 0.2705,
+ 0.2759,
+ 0.2828,
+ 0.2814,
+ 0.2828,
+ 0.2826,
+ 0.2761,
+ 0.2845,
+ 0.2793,
+ 0.2823,
+ 0.2763,
+ 0.2854,
+ 0.2845,
+ 0.2802,
+ 0.2804,
+ 0.2746,
+ 0.2779,
+ 0.2781,
+ 0.2789,
+ 0.2808,
+ 0.2824,
+ 0.2812,
+ 0.2792,
+ 0.2791,
+ 0.2822,
+ 0.2818,
+ 0.2815,
+ 0.2805,
+ 0.2815,
+ 0.2816,
+ 0.2813,
+ 0.2813,
+ 0.2814
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.3630167841911316,
+ 0.004104766063392162,
+ -0.0002518058172427118,
+ -0.0025237088557332754,
+ -0.003213974880054593,
+ 0.0022183996625244617,
+ 0.0008768833940848708,
+ -0.0017630010843276978
+ ],
+ "perturbation_rho": [
+ 0.006874069571495056,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0
+ ],
+ "nudging": {
+ "0.001": [
+ -2.2398307919502258e-07,
+ 0.0,
+ 0.0,
+ -5.587935447692871e-09,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0
+ ],
+ "0.003": [
+ -6.924383342266083e-07,
+ 0.0,
+ 0.0,
+ -5.587935447692871e-09,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0
+ ],
+ "0.01": [
+ -2.5294721126556396e-06,
+ 0.0,
+ -9.313225746154785e-10,
+ -5.587935447692871e-09,
+ 0.0,
+ 0.0,
+ 0.0,
+ 0.0
+ ]
+ },
+ "hidden_norms_per_layer": [
+ 47186.2265625,
+ 482479744.0,
+ 795204864.0,
+ 1384574336.0,
+ 2104582784.0,
+ 2617342720.0,
+ 2587617024.0,
+ 2589698816.0,
+ 2634861312.0
+ ],
+ "bp_grad_norms_per_layer": [
+ 2.55692498285498e-07,
+ 7.717193550860202e-10,
+ 7.686514758020735e-10,
+ 7.652692923798554e-10,
+ 7.633532139728061e-10,
+ 7.631562048970864e-10,
+ 7.626149711725816e-10,
+ 7.631405507524391e-10,
+ 7.631412723974051e-10
+ ]
+ },
+ "drift": {
+ "embed.weight": 386.6934065819407,
+ "embed.bias": 327.73324641624026,
+ "blocks.0.ln.weight": 10.576894760131836,
+ "blocks.0.w1.weight": 252.2875271106343,
+ "blocks.0.w1.bias": 255.16348096251252,
+ "blocks.0.w2.weight": 532.796399887916,
+ "blocks.1.ln.weight": 9.370871543884277,
+ "blocks.1.w1.weight": 248.217891631117,
+ "blocks.1.w1.bias": 225.83698087753675,
+ "blocks.1.w2.weight": 368.8833971864335,
+ "blocks.2.ln.weight": 10.612818717956543,
+ "blocks.2.w1.weight": 309.33943112065816,
+ "blocks.2.w1.bias": 301.26066223306907,
+ "blocks.2.w2.weight": 459.4422042261257,
+ "blocks.3.ln.weight": 11.764174461364746,
+ "blocks.3.w1.weight": 329.2768198307833,
+ "blocks.3.w1.bias": 336.9945554639267,
+ "blocks.3.w2.weight": 474.12186702206924,
+ "blocks.4.ln.weight": 12.292579650878906,
+ "blocks.4.w1.weight": 343.47770155099636,
+ "blocks.4.w1.bias": 332.7847814820698,
+ "blocks.4.w2.weight": 472.8538820952661,
+ "blocks.5.ln.weight": 8.211516380310059,
+ "blocks.5.w1.weight": 222.56739284033247,
+ "blocks.5.w1.bias": 206.0998611048773,
+ "blocks.5.w2.weight": 305.4202607785938,
+ "blocks.6.ln.weight": 9.443477630615234,
+ "blocks.6.w1.weight": 257.25562261225616,
+ "blocks.6.w1.bias": 242.26681812434325,
+ "blocks.6.w2.weight": 326.61842660972985,
+ "blocks.7.ln.weight": 8.36430549621582,
+ "blocks.7.w1.weight": 208.0675552186769,
+ "blocks.7.w1.bias": 201.05667739507527,
+ "blocks.7.w2.weight": 263.052196747128,
+ "out_ln.weight": 0.8603641390800476,
+ "out_head.weight": 9.058541297614818,
+ "out_head.bias": 0.2966235995908337
+ }
+ },
+ "fa": {
+ "log": {
+ "train_loss": [
+ 2.077447769546509,
+ 2.011511716918945,
+ 1.9823692067718506,
+ 1.9588359634780883,
+ 1.9388098348999023,
+ 1.9257721879577636,
+ 1.9099706296539307,
+ 1.9016640214538574,
+ 1.8879541109466553,
+ 1.8786920461654664,
+ 1.8665837494277955,
+ 1.8579063525009156,
+ 1.8527830486297607,
+ 1.846642380104065,
+ 1.8408584032440185,
+ 1.8423255667495728,
+ 1.842407624206543,
+ 1.83341695854187,
+ 1.8353786220550536,
+ 1.8293717947006225,
+ 1.8322698459243774,
+ 1.8300572503280639,
+ 1.8311189281845093,
+ 1.8299159336090087,
+ 1.8229221743774413,
+ 1.8264959131240845,
+ 1.8210881603622437,
+ 1.8220705929946899,
+ 1.8175409701538086,
+ 1.822826947631836,
+ 1.8118110262680054,
+ 1.8122388744735718,
+ 1.8130562100982666,
+ 1.806387862510681,
+ 1.80971314163208,
+ 1.804927230606079,
+ 1.800072886314392,
+ 1.803294679031372,
+ 1.801126385574341,
+ 1.8011314083862304,
+ 1.797285436630249,
+ 1.7961348217391968,
+ 1.797834702682495,
+ 1.794442939529419,
+ 1.7977431702041626,
+ 1.7928060857391357,
+ 1.7940230228424072,
+ 1.789833497238159,
+ 1.7892559197235107,
+ 1.7902562041473389,
+ 1.7880674313735962,
+ 1.7850274938201904,
+ 1.7843693801879883,
+ 1.7830010782623291,
+ 1.7847207107925416,
+ 1.784270888710022,
+ 1.7800133163833618,
+ 1.7805128693389893,
+ 1.7791845178604127,
+ 1.778016010169983,
+ 1.776533423500061,
+ 1.7764989660644532,
+ 1.7743354483032228,
+ 1.7752654462051392,
+ 1.7738590878677367,
+ 1.7712104555892945,
+ 1.7690131970214844,
+ 1.7739268627548217,
+ 1.7680237869644164,
+ 1.7693133504867553,
+ 1.7714519711303711,
+ 1.767369662475586,
+ 1.7680323779296876,
+ 1.7669272440338135,
+ 1.7676428430175781,
+ 1.7666232497787475,
+ 1.7640809685516357,
+ 1.7647571885681153,
+ 1.7644749606323242,
+ 1.763671007080078,
+ 1.7634928821182252,
+ 1.7633259762573241,
+ 1.7641471377563476,
+ 1.7631501617050171,
+ 1.7632150897598267,
+ 1.7611829147720337,
+ 1.7612092932891845,
+ 1.7640886084747314,
+ 1.7649920001220702,
+ 1.7596327584838867,
+ 1.7607089739227295,
+ 1.7609526915740967,
+ 1.7600691442871095,
+ 1.7606582910919188,
+ 1.7567459772491456,
+ 1.7617831900405885,
+ 1.7606757662963868,
+ 1.7583884005737305,
+ 1.755460721168518,
+ 1.7597045026397704
+ ],
+ "train_acc": [
+ 0.23164,
+ 0.25566,
+ 0.26534,
+ 0.2785,
+ 0.29544,
+ 0.30102,
+ 0.30646,
+ 0.30954,
+ 0.31586,
+ 0.3198,
+ 0.3232,
+ 0.33236,
+ 0.33444,
+ 0.3363,
+ 0.33972,
+ 0.34014,
+ 0.34228,
+ 0.3414,
+ 0.34292,
+ 0.34472,
+ 0.343,
+ 0.34502,
+ 0.3443,
+ 0.3446,
+ 0.34886,
+ 0.34656,
+ 0.34782,
+ 0.34692,
+ 0.34918,
+ 0.34708,
+ 0.3504,
+ 0.3498,
+ 0.35128,
+ 0.3542,
+ 0.35568,
+ 0.35602,
+ 0.3552,
+ 0.3547,
+ 0.35416,
+ 0.35536,
+ 0.3587,
+ 0.35762,
+ 0.35662,
+ 0.35792,
+ 0.3559,
+ 0.35938,
+ 0.35752,
+ 0.35952,
+ 0.3605,
+ 0.36166,
+ 0.36062,
+ 0.36,
+ 0.36316,
+ 0.36162,
+ 0.35992,
+ 0.36142,
+ 0.36284,
+ 0.36478,
+ 0.36274,
+ 0.36296,
+ 0.36524,
+ 0.3655,
+ 0.36454,
+ 0.36344,
+ 0.36574,
+ 0.36768,
+ 0.3671,
+ 0.36604,
+ 0.36738,
+ 0.36676,
+ 0.36726,
+ 0.36788,
+ 0.36766,
+ 0.37,
+ 0.36784,
+ 0.36824,
+ 0.36952,
+ 0.3703,
+ 0.37022,
+ 0.36936,
+ 0.37064,
+ 0.36912,
+ 0.37038,
+ 0.37162,
+ 0.36972,
+ 0.37024,
+ 0.37328,
+ 0.37162,
+ 0.3707,
+ 0.37108,
+ 0.37054,
+ 0.37196,
+ 0.37158,
+ 0.3725,
+ 0.37438,
+ 0.3719,
+ 0.37154,
+ 0.37274,
+ 0.3749,
+ 0.37412
+ ],
+ "test_acc": [
+ 0.2691,
+ 0.2769,
+ 0.2897,
+ 0.3114,
+ 0.3126,
+ 0.3325,
+ 0.3278,
+ 0.3359,
+ 0.3422,
+ 0.3373,
+ 0.3566,
+ 0.3503,
+ 0.367,
+ 0.3714,
+ 0.3746,
+ 0.3677,
+ 0.3815,
+ 0.3797,
+ 0.375,
+ 0.3784,
+ 0.3769,
+ 0.3722,
+ 0.377,
+ 0.3838,
+ 0.3768,
+ 0.3804,
+ 0.3876,
+ 0.3857,
+ 0.3861,
+ 0.3838,
+ 0.3869,
+ 0.3788,
+ 0.3858,
+ 0.3869,
+ 0.3815,
+ 0.3819,
+ 0.3849,
+ 0.3873,
+ 0.3869,
+ 0.3854,
+ 0.3836,
+ 0.386,
+ 0.3849,
+ 0.3932,
+ 0.3901,
+ 0.3862,
+ 0.391,
+ 0.3902,
+ 0.3876,
+ 0.3889,
+ 0.3858,
+ 0.3899,
+ 0.3896,
+ 0.3882,
+ 0.3857,
+ 0.3939,
+ 0.3952,
+ 0.3855,
+ 0.3793,
+ 0.3886,
+ 0.3887,
+ 0.3886,
+ 0.3887,
+ 0.39,
+ 0.3859,
+ 0.3877,
+ 0.3918,
+ 0.3899,
+ 0.3918,
+ 0.3949,
+ 0.3979,
+ 0.3944,
+ 0.3961,
+ 0.3959,
+ 0.3911,
+ 0.3966,
+ 0.3959,
+ 0.3961,
+ 0.4004,
+ 0.3939,
+ 0.3939,
+ 0.392,
+ 0.3927,
+ 0.3958,
+ 0.3961,
+ 0.3954,
+ 0.396,
+ 0.3944,
+ 0.3953,
+ 0.3952,
+ 0.395,
+ 0.394,
+ 0.3957,
+ 0.3955,
+ 0.3958,
+ 0.396,
+ 0.3956,
+ 0.3963,
+ 0.396,
+ 0.3962
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.04865531623363495,
+ 0.03906121850013733,
+ -0.031024880707263947,
+ 0.02575453743338585,
+ -0.06059260666370392,
+ -0.005358260590583086,
+ -0.0420413613319397,
+ 0.9973955154418945
+ ],
+ "perturbation_rho": [
+ 0.01942356675863266,
+ -0.017882898449897766,
+ 0.010590418241918087,
+ 0.01589794270694256,
+ 0.00590391643345356,
+ -0.0037763454020023346,
+ 0.034376855939626694,
+ 0.024630604311823845
+ ],
+ "nudging": {
+ "0.001": [
+ -2.2064195945858955e-06,
+ 5.948822945356369e-08,
+ 1.394655555486679e-07,
+ 5.5995769798755646e-08,
+ 8.498318493366241e-08,
+ 3.748573362827301e-08,
+ -1.8510036170482635e-08,
+ -9.316718205809593e-07
+ ],
+ "0.003": [
+ -6.74789771437645e-06,
+ -2.5331974029541016e-07,
+ 2.5168992578983307e-07,
+ -4.540197551250458e-08,
+ 2.979068085551262e-07,
+ 5.855690687894821e-08,
+ 2.4668406695127487e-07,
+ -3.4426338970661163e-06
+ ],
+ "0.01": [
+ -2.2898893803358078e-05,
+ -1.1182855814695358e-06,
+ 5.499459803104401e-07,
+ -2.2863969206809998e-07,
+ 8.718343451619148e-07,
+ 9.883660823106766e-08,
+ 5.047768354415894e-07,
+ -1.27346720546484e-05
+ ]
+ },
+ "hidden_norms_per_layer": [
+ 6722.4755859375,
+ 51687.578125,
+ 543854.4375,
+ 751334.8125,
+ 919391.5625,
+ 1085895.375,
+ 1253076.875,
+ 1512727.75,
+ 818620.0625
+ ],
+ "bp_grad_norms_per_layer": [
+ 2.1660385755239986e-05,
+ 1.6567922784815892e-06,
+ 6.900805828990997e-07,
+ 6.877048690512311e-07,
+ 6.878757972117455e-07,
+ 6.88388126945938e-07,
+ 6.882298180244106e-07,
+ 6.877112355141435e-07,
+ 6.86944076733198e-07
+ ]
+ },
+ "drift": {
+ "embed.weight": 58.79676538348338,
+ "embed.bias": 28.710195472726856,
+ "blocks.0.ln.weight": 1.8708003759384155,
+ "blocks.0.w1.weight": 18.96163367141555,
+ "blocks.0.w1.bias": 15.000532672986424,
+ "blocks.0.w2.weight": 84.68199811589957,
+ "blocks.1.ln.weight": 1.7282594442367554,
+ "blocks.1.w1.weight": 26.714732007818075,
+ "blocks.1.w1.bias": 22.78624792045308,
+ "blocks.1.w2.weight": 60.87295612341078,
+ "blocks.2.ln.weight": 0.7759197950363159,
+ "blocks.2.w1.weight": 21.60045634414882,
+ "blocks.2.w1.bias": 24.705897270945115,
+ "blocks.2.w2.weight": 43.1465578222564,
+ "blocks.3.ln.weight": 0.9216886162757874,
+ "blocks.3.w1.weight": 21.587181438217584,
+ "blocks.3.w1.bias": 24.852801390777184,
+ "blocks.3.w2.weight": 60.24516088646971,
+ "blocks.4.ln.weight": 1.012886643409729,
+ "blocks.4.w1.weight": 22.29008054548115,
+ "blocks.4.w1.bias": 24.143128403264154,
+ "blocks.4.w2.weight": 62.903896132871985,
+ "blocks.5.ln.weight": 1.0267071723937988,
+ "blocks.5.w1.weight": 23.703189005498285,
+ "blocks.5.w1.bias": 24.657295832394876,
+ "blocks.5.w2.weight": 62.36992788497744,
+ "blocks.6.ln.weight": 1.0589414834976196,
+ "blocks.6.w1.weight": 24.22469961585016,
+ "blocks.6.w1.bias": 25.501732480992107,
+ "blocks.6.w2.weight": 47.57630517495101,
+ "blocks.7.ln.weight": 1.0684436559677124,
+ "blocks.7.w1.weight": 25.054823172351234,
+ "blocks.7.w1.bias": 28.09669994835103,
+ "blocks.7.w2.weight": 54.10842857089798,
+ "out_ln.weight": 0.41823405027389526,
+ "out_head.weight": 6.413607955937394,
+ "out_head.bias": 0.8745995262572578
+ }
+ }
+ },
+ "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": [
+ 4
+ ],
+ "gpu": 0,
+ "output_dir": "results/fa_dfa_d256_L8_seed4",
+ "methods": [
+ "fa",
+ "dfa"
+ ],
+ "random_targets": false,
+ "penalty_lam": 0.0,
+ "num_classes": 10
+ }
+} \ No newline at end of file