epoch: 0 train-error: 0.988106193982 test-error: 0.989182692308
epoch: 1 train-error: 0.980853873239 test-error: 0.950420673077
epoch: 2 train-error: 0.965368918054 test-error: 0.93108974359
epoch: 3 train-error: 0.955015604994 test-error: 0.908153044872
epoch: 4 train-error: 0.946222791293 test-error: 0.887119391026
epoch: 5 train-error: 0.938610355314 test-error: 0.878104967949
epoch: 6 train-error: 0.932568421895 test-error: 0.869190705128
epoch: 7 train-error: 0.927016645327 test-error: 0.859375
epoch: 8 train-error: 0.921945022407 test-error: 0.848457532051
epoch: 9 train-error: 0.916983434699 test-error: 0.834735576923
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.875733881298 test-error: 0.808092948718
epoch: 1 train-error: 0.790965544872 test-error: 0.797876602564
epoch: 2 train-error: 0.781229967949 test-error: 0.790665064103
epoch: 3 train-error: 0.773096955128 test-error: 0.781550480769
epoch: 4 train-error: 0.766846955128 test-error: 0.77734375
epoch: 5 train-error: 0.760496794872 test-error: 0.77093349359
epoch: 6 train-error: 0.755348557692 test-error: 0.764623397436
epoch: 7 train-error: 0.750100160256 test-error: 0.756710737179
epoch: 8 train-error: 0.745532852564 test-error: 0.753205128205
epoch: 9 train-error: 0.740945512821 test-error: 0.749198717949
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.813687553373 test-error: 0.750300480769
epoch: 1 train-error: 0.717007211538 test-error: 0.747195512821
epoch: 2 train-error: 0.711498397436 test-error: 0.742888621795
epoch: 3 train-error: 0.706570512821 test-error: 0.738782051282
epoch: 4 train-error: 0.702704326923 test-error: 0.736077724359
epoch: 5 train-error: 0.697596153846 test-error: 0.732071314103
epoch: 6 train-error: 0.693229166667 test-error: 0.729166666667
epoch: 7 train-error: 0.689703525641 test-error: 0.727463942308
epoch: 8 train-error: 0.686117788462 test-error: 0.725560897436
epoch: 9 train-error: 0.6828125 test-error: 0.722255608974
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.785433123399 test-error: 0.686899038462
epoch: 1 train-error: 0.671674679487 test-error: 0.683894230769
epoch: 2 train-error: 0.666766826923 test-error: 0.678685897436
epoch: 3 train-error: 0.662479967949 test-error: 0.676883012821
epoch: 4 train-error: 0.659314903846 test-error: 0.672876602564
epoch: 5 train-error: 0.654967948718 test-error: 0.670773237179
epoch: 6 train-error: 0.651943108974 test-error: 0.668369391026
epoch: 7 train-error: 0.648557692308 test-error: 0.666266025641
epoch: 8 train-error: 0.645412660256 test-error: 0.664663461538
epoch: 9 train-error: 0.641065705128 test-error: 0.664563301282
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.747764997865 test-error: 0.659154647436
epoch: 1 train-error: 0.630909455128 test-error: 0.656450320513
epoch: 2 train-error: 0.627243589744 test-error: 0.656049679487
epoch: 3 train-error: 0.623657852564 test-error: 0.654647435897
epoch: 4 train-error: 0.620713141026 test-error: 0.654046474359
epoch: 5 train-error: 0.61780849359 test-error: 0.651141826923
epoch: 6 train-error: 0.615745192308 test-error: 0.651642628205
epoch: 7 train-error: 0.612980769231 test-error: 0.650841346154
epoch: 8 train-error: 0.610016025641 test-error: 0.648237179487
epoch: 9 train-error: 0.607772435897 test-error: 0.645432692308
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.729985055508 test-error: 0.631610576923
epoch: 1 train-error: 0.605608974359 test-error: 0.630508814103
epoch: 2 train-error: 0.600821314103 test-error: 0.62890625
epoch: 3 train-error: 0.597155448718 test-error: 0.629206730769
epoch: 4 train-error: 0.594771634615 test-error: 0.626602564103
epoch: 5 train-error: 0.591907051282 test-error: 0.624899839744
epoch: 6 train-error: 0.59000400641 test-error: 0.623297275641
epoch: 7 train-error: 0.587860576923 test-error: 0.621494391026
epoch: 8 train-error: 0.585637019231 test-error: 0.621394230769
epoch: 9 train-error: 0.583553685897 test-error: 0.622596153846
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.709890051238 test-error: 0.610877403846
epoch: 1 train-error: 0.5796875 test-error: 0.610076121795
epoch: 2 train-error: 0.576642628205 test-error: 0.608874198718
epoch: 3 train-error: 0.57405849359 test-error: 0.609575320513
epoch: 4 train-error: 0.571514423077 test-error: 0.609375
epoch: 5 train-error: 0.570132211538 test-error: 0.609074519231
epoch: 6 train-error: 0.568429487179 test-error: 0.606570512821
epoch: 7 train-error: 0.566346153846 test-error: 0.606971153846
epoch: 8 train-error: 0.564182692308 test-error: 0.606169871795
epoch: 9 train-error: 0.562259615385 test-error: 0.606470352564
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.697901099488 test-error: 0.610276442308
epoch: 1 train-error: 0.560236378205 test-error: 0.610076121795
epoch: 2 train-error: 0.558253205128 test-error: 0.607772435897
epoch: 3 train-error: 0.555208333333 test-error: 0.607772435897
epoch: 4 train-error: 0.553846153846 test-error: 0.607471955128
epoch: 5 train-error: 0.551682692308 test-error: 0.608974358974
epoch: 6 train-error: 0.549899839744 test-error: 0.608774038462
epoch: 7 train-error: 0.547516025641 test-error: 0.607071314103
epoch: 8 train-error: 0.545492788462 test-error: 0.604767628205
epoch: 9 train-error: 0.543409455128 test-error: 0.605969551282
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.691129376601 test-error: 0.606971153846
epoch: 1 train-error: 0.549759615385 test-error: 0.606770833333
epoch: 2 train-error: 0.547516025641 test-error: 0.605168269231
epoch: 3 train-error: 0.545853365385 test-error: 0.605669070513
epoch: 4 train-error: 0.543529647436 test-error: 0.604667467949
epoch: 5 train-error: 0.542267628205 test-error: 0.605068108974
epoch: 6 train-error: 0.540584935897 test-error: 0.603465544872
epoch: 7 train-error: 0.538201121795 test-error: 0.602363782051
epoch: 8 train-error: 0.537159455128 test-error: 0.6015625
epoch: 9 train-error: 0.53577724359 test-error: 0.601161858974
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.684270922289 test-error: 0.593249198718
epoch: 1 train-error: 0.538501602564 test-error: 0.591846955128
epoch: 2 train-error: 0.535456730769 test-error: 0.591346153846
epoch: 3 train-error: 0.533553685897 test-error: 0.591947115385
epoch: 4 train-error: 0.532411858974 test-error: 0.591346153846
epoch: 5 train-error: 0.530328525641 test-error: 0.590845352564
epoch: 6 train-error: 0.529006410256 test-error: 0.591746794872
epoch: 7 train-error: 0.527824519231 test-error: 0.593950320513
epoch: 8 train-error: 0.526702724359 test-error: 0.592548076923
epoch: 9 train-error: 0.524979967949 test-error: 0.592648237179
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.675050704526 test-error: 0.586538461538
epoch: 1 train-error: 0.529086538462 test-error: 0.586738782051
epoch: 2 train-error: 0.526482371795 test-error: 0.585036057692
epoch: 3 train-error: 0.524719551282 test-error: 0.584935897436
epoch: 4 train-error: 0.523197115385 test-error: 0.585536858974
epoch: 5 train-error: 0.521955128205 test-error: 0.584134615385
epoch: 6 train-error: 0.521033653846 test-error: 0.584635416667
epoch: 7 train-error: 0.519811698718 test-error: 0.5859375
epoch: 8 train-error: 0.518389423077 test-error: 0.586538461538
epoch: 9 train-error: 0.517588141026 test-error: 0.586538461538
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.668512489325 test-error: 0.59905849359
epoch: 1 train-error: 0.520372596154 test-error: 0.596354166667
epoch: 2 train-error: 0.518189102564 test-error: 0.596053685897
epoch: 3 train-error: 0.516466346154 test-error: 0.596554487179
epoch: 4 train-error: 0.514302884615 test-error: 0.596153846154
epoch: 5 train-error: 0.513301282051 test-error: 0.595252403846
epoch: 6 train-error: 0.510897435897 test-error: 0.595252403846
epoch: 7 train-error: 0.509234775641 test-error: 0.595052083333
epoch: 8 train-error: 0.508473557692 test-error: 0.596354166667
epoch: 9 train-error: 0.506390224359 test-error: 0.595953525641
train: 49920 samples 390 batches
test: 10000 samples 78 batches
epoch: 0 train-error: 0.667738578138 test-error: 0.578125
epoch: 1 train-error: 0.510737179487 test-error: 0.577123397436
epoch: 2 train-error: 0.508072916667 test-error: 0.576422275641
epoch: 3 train-error: 0.506129807692 test-error: 0.57672275641
epoch: 4 train-error: 0.504246794872 test-error: 0.576021634615
epoch: 5 train-error: 0.503185096154 test-error: 0.576422275641
epoch: 6 train-error: 0.501342147436 test-error: 0.576221955128
epoch: 7 train-error: 0.500280448718 test-error: 0.576522435897
epoch: 8 train-error: 0.498537660256 test-error: 0.576021634615

