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singleLayerResults.txt
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Epoch: 1
trainingError: 0.122407
trainingLoss: 49628.580929
testError: 0.122000
testLoss: 5529.802418
Epoch: 2
trainingError: 0.106963
trainingLoss: 43313.424258
testError: 0.108833
testLoss: 4842.992729
Epoch: 3
trainingError: 0.102685
trainingLoss: 40813.888350
testError: 0.107167
testLoss: 4576.354174
Epoch: 4
trainingError: 0.099778
trainingLoss: 39586.206185
testError: 0.103167
testLoss: 4454.662233
Epoch: 5
trainingError: 0.098944
trainingLoss: 38834.285869
testError: 0.104500
testLoss: 4366.003831
Epoch: 6
trainingError: 0.096667
trainingLoss: 38112.220715
testError: 0.101000
testLoss: 4296.404612
Epoch: 7
trainingError: 0.092630
trainingLoss: 37566.822867
testError: 0.099667
testLoss: 4256.741015
Epoch: 8
trainingError: 0.092685
trainingLoss: 37148.639230
testError: 0.100167
testLoss: 4210.531863
Epoch: 9
trainingError: 0.091500
trainingLoss: 36657.538065
testError: 0.098167
testLoss: 4172.637355
Epoch: 10
trainingError: 0.090074
trainingLoss: 36278.680303
testError: 0.096667
testLoss: 4120.812075
Epoch: 11
trainingError: 0.089185
trainingLoss: 36025.488033
testError: 0.095333
testLoss: 4101.584875
Epoch: 12
trainingError: 0.088963
trainingLoss: 36083.389515
testError: 0.095667
testLoss: 4138.386300
Epoch: 13
trainingError: 0.087796
trainingLoss: 35608.922618
testError: 0.095167
testLoss: 4071.801332
Epoch: 14
trainingError: 0.087185
trainingLoss: 35568.670518
testError: 0.093500
testLoss: 4084.130181
Epoch: 15
trainingError: 0.085926
trainingLoss: 35182.892552
testError: 0.094500
testLoss: 4031.570079
Epoch: 16
trainingError: 0.085648
trainingLoss: 35260.317158
testError: 0.092500
testLoss: 4047.514206
Epoch: 17
trainingError: 0.085519
trainingLoss: 35089.339434
testError: 0.094833
testLoss: 4042.451969
Epoch: 18
trainingError: 0.085870
trainingLoss: 35300.920037
testError: 0.095167
testLoss: 4065.770414
Epoch: 19
trainingError: 0.084093
trainingLoss: 34829.668215
testError: 0.091833
testLoss: 4009.092646
Epoch: 20
trainingError: 0.083907
trainingLoss: 34664.694555
testError: 0.090167
testLoss: 3992.843986
Epoch: 21
trainingError: 0.083815
trainingLoss: 34616.203518
testError: 0.093500
testLoss: 3988.322031
Epoch: 22
trainingError: 0.084333
trainingLoss: 34674.809479
testError: 0.091000
testLoss: 4002.010408
Epoch: 23
trainingError: 0.083056
trainingLoss: 34353.948819
testError: 0.092667
testLoss: 3971.932678
Epoch: 24
trainingError: 0.084352
trainingLoss: 34565.436835
testError: 0.092167
testLoss: 3983.111234
Epoch: 25
trainingError: 0.082093
trainingLoss: 34110.577574
testError: 0.091667
testLoss: 3951.421142
Epoch: 26
trainingError: 0.082852
trainingLoss: 34264.879098
testError: 0.092333
testLoss: 3964.277726
Epoch: 27
trainingError: 0.082870
trainingLoss: 34113.166274
testError: 0.091333
testLoss: 3943.589606
Epoch: 28
trainingError: 0.081796
trainingLoss: 34143.379640
testError: 0.090167
testLoss: 3972.880105
Epoch: 29
trainingError: 0.082741
trainingLoss: 34022.276879
testError: 0.088667
testLoss: 3943.668914
Epoch: 30
trainingError: 0.081648
trainingLoss: 33868.624907
testError: 0.089833
testLoss: 3929.332788
Epoch: 31
trainingError: 0.081519
trainingLoss: 33845.032124
testError: 0.089833
testLoss: 3934.436559
Epoch: 32
trainingError: 0.080759
trainingLoss: 33784.932187
testError: 0.089667
testLoss: 3937.434599
Epoch: 33
trainingError: 0.081259
trainingLoss: 33881.164433
testError: 0.089667
testLoss: 3956.961857
Epoch: 34
trainingError: 0.082278
trainingLoss: 34049.202789
testError: 0.092500
testLoss: 3960.244670
Epoch: 35
trainingError: 0.080870
trainingLoss: 33627.414899
testError: 0.088167
testLoss: 3919.653288
Epoch: 36
trainingError: 0.081667
trainingLoss: 33907.592318
testError: 0.093000
testLoss: 3942.535331
Epoch: 37
trainingError: 0.080333
trainingLoss: 33751.826590
testError: 0.087500
testLoss: 3947.394288
Epoch: 38
trainingError: 0.080981
trainingLoss: 33735.788818
testError: 0.090500
testLoss: 3925.414580
Epoch: 39
trainingError: 0.079315
trainingLoss: 33354.258444
testError: 0.088333
testLoss: 3901.300354
Epoch: 40
trainingError: 0.080352
trainingLoss: 33358.266032
testError: 0.090167
testLoss: 3901.581300
Epoch: 41
trainingError: 0.080889
trainingLoss: 33723.938856
testError: 0.090167
testLoss: 3936.985509