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----------------------
----------------------
----------------------
********
----------------------
********
epoch: 1
loss: 8104.713268220425
train avg: 73.43
test avg: 59.39
********
epoch: 2
loss: 5889.498956441879
train avg: 79.14
test avg: 61.5
********
epoch: 3
loss: 4847.7863203287125
train avg: 84.42
test avg: 62.06
********
epoch: 4
loss: 3953.329143166542
train avg: 86.23
test avg: 61.09
********
epoch: 5
loss: 3132.814309120178
train avg: 90.37
test avg: 59.64
----------------------
----------------------
----------------------
********
epoch: 1
loss: 1711.5705417394638
train avg: 59.46
test avg: 58.1
********
epoch: 2
loss: 1334.8497242927551
train avg: 71.77
test avg: 56.51
********
epoch: 3
loss: 1000.1873906254768
train avg: 78.46
test avg: 57.14
********
epoch: 4
loss: 719.4104043841362
train avg: 84.08
test avg: 49.84
********
epoch: 5
loss: 458.6636286377907
train avg: 92.77
test avg: 50.79
********
epoch: 6
loss: 258.4227140545845
train avg: 96.85
test avg: 53.97
********
epoch: 7
loss: 149.38966536521912
train avg: 98.77
test avg: 45.08
********
epoch: 8
loss: 91.25396001338959
train avg: 99.23
test avg: 46.67
********
epoch: 9
loss: 50.9565007686615
train avg: 99.38
test avg: 46.98
********
epoch: 10
loss: 39.06372308731079
train avg: 98.62
test avg: 50.48
----------------------
********
epoch: 1
loss: 1831.9379304647446
train avg: 54.54
test avg: 47.62
********
epoch: 2
loss: 1534.550508916378
train avg: 58.54
test avg: 51.75
********
epoch: 3
loss: 1318.979020357132
train avg: 68.15
test avg: 53.65
********
epoch: 4
loss: 1154.1089856624603
train avg: 73.31
test avg: 54.29
********
epoch: 5
loss: 936.4534425139427
train avg: 77.69
test avg: 53.65
********
epoch: 6
loss: 808.3406348824501
train avg: 84.54
test avg: 53.33
********
epoch: 7
loss: 627.0147919654846
train avg: 86.31
test avg: 50.79
----------------------
********
epoch: 1
loss: 1726.6802893280983
train avg: 63.92
test avg: 50.48
********
epoch: 2
loss: 1248.2740746736526
train avg: 78.15
test avg: 53.65
********
epoch: 3
loss: 733.9949589967728
train avg: 91.31
test avg: 52.7
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
********
epoch: 1
loss: 12371.633983194828
train avg: 75.76
test avg: 63.46
********
epoch: 2
loss: 9412.935525357723
train avg: 80.86
test avg: 66.01
********
epoch: 3
loss: 8241.732784569263
train avg: 83.68
test avg: 65.46
********
epoch: 4
loss: 7185.096071660519
train avg: 86.87
test avg: 64.65
********
epoch: 5
loss: 6123.711688801646
train avg: 89.41
test avg: 65.74
dropout----------------------
----------------------
----------------------
********
epoch: 1
loss: 1697.41224193573
train avg: 59.38
test avg: 57.46
********
epoch: 2
loss: 1376.947684109211
train avg: 67.77
test avg: 56.83
********
epoch: 3
loss: 1138.6648804545403
train avg: 74.23
test avg: 57.78
********
epoch: 4
loss: 912.0870226025581
train avg: 80.69
test avg: 54.29
----------------------
********
epoch: 1
loss: 1724.2694508433342
train avg: 58.77
test avg: 49.84
********
epoch: 2
loss: 1389.1058371663094
train avg: 61.23
test avg: 48.25
********
epoch: 3
loss: 1110.08449780941
train avg: 74.85
test avg: 54.92
********
epoch: 4
loss: 819.7305203080177
train avg: 81.62
test avg: 51.11
********
epoch: 5
loss: 572.0415499210358
train avg: 91.62
test avg: 49.21
----------------------
----------------------
********
epoch: 1
loss: 1762.9228385686874
train avg: 56.31
test avg: 46.03
********
epoch: 2
loss: 1427.3819895386696
train avg: 64.0
test avg: 53.65
********
epoch: 3
loss: 1141.172073841095
train avg: 73.62
test avg: 54.29
********
epoch: 4
loss: 833.3444054722786
train avg: 85.31
test avg: 53.65
********
epoch: 5
loss: 561.6423144936562
train avg: 92.92
test avg: 51.75
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
----------------------
********
epoch: 1
loss: 1733.9057970643044
train avg: 60.69
test avg: 50.48
********
epoch: 2
loss: 1327.1511603593826
train avg: 73.0
test avg: 56.83
********
epoch: 3
loss: 1003.4833369255066
train avg: 79.69
test avg: 57.14
********
epoch: 4
loss: 724.9965404868126
train avg: 87.54
test avg: 52.7
********
epoch: 5
loss: 458.25744330883026
train avg: 93.0
test avg: 54.92
----------------------
********
epoch: 1
loss: 1729.852766096592
train avg: 56.46
test avg: 49.84
********
epoch: 2
loss: 1426.185274899006
train avg: 62.0
test avg: 50.79
********
epoch: 3
loss: 1153.6568958163261
train avg: 71.69
test avg: 52.06
********
epoch: 4
loss: 890.4065660238266
train avg: 80.85
test avg: 53.02
********
epoch: 5
loss: 628.1438075900078
train avg: 88.23
test avg: 51.11
----------------------
----------------------
----------------------
********
epoch: 1
loss: 1440.3697229623795
train avg: 68.38
test avg: 57.78
********
epoch: 2
loss: 996.2224640846252
train avg: 76.54
test avg: 55.24
********
epoch: 3
loss: 736.989139676094
train avg: 77.15
test avg: 51.43
********
epoch: 4
loss: 494.990251660347
train avg: 90.46
test avg: 56.83
********
epoch: 5
loss: 277.6010680794716
train avg: 92.23
test avg: 51.75
----------------------
********
epoch: 1
loss: 1493.393802523613
train avg: 62.23
test avg: 51.11
********
epoch: 2
loss: 1056.4836439490318
train avg: 76.0
test avg: 58.41
********
epoch: 3
loss: 746.2996677160263
train avg: 80.31
test avg: 55.24
********
epoch: 4
loss: 537.0535899400711
train avg: 87.31
test avg: 57.78
********
epoch: 5
loss: 299.16493809223175
train avg: 94.77
test avg: 58.73
----------------------
----------------------
********
epoch: 1
loss: 10408.217337548733
train avg: 81.79
test avg: 69.07
********
epoch: 2
loss: 7872.722123682499
train avg: 86.27
test avg: 70.77
********
epoch: 3
loss: 6467.700537204742
train avg: 89.54
test avg: 71.55
********
epoch: 4
loss: 5133.886675834656
train avg: 93.06
test avg: 69.68
********
epoch: 5
loss: 4009.7981077432632
train avg: 94.94
test avg: 69.11
********
epoch: 6
loss: 3263.7475543022156
train avg: 96.41
test avg: 68.42
********
epoch: 7
loss: 2708.0952919721603
train avg: 96.92
test avg: 68.32
********
epoch: 8
loss: 2261.4385820031166
train avg: 97.84
test avg: 67.1
********
epoch: 9
loss: 1991.4237049221992
train avg: 98.15
test avg: 67.57
********
epoch: 10
loss: 1793.282104253769
train avg: 98.33
test avg: 66.72
********
epoch: 11
loss: 1664.966148018837
train avg: 98.54
test avg: 66.21
********
epoch: 12
loss: 1572.563029885292
train avg: 98.54
test avg: 65.5
----------------------
********
epoch: 1
loss: 6550.077592790127
train avg: 75.09
test avg: 62.75
----------------------
********
epoch: 1
loss: 6566.681742966175
train avg: 74.93
test avg: 63.68
********
epoch: 2
loss: 4761.302264511585
train avg: 80.37
test avg: 63.08
********
epoch: 3
loss: 3723.937592148781
train avg: 86.36
test avg: 65.1
********
epoch: 4
loss: 2742.4959830641747
train avg: 90.67
test avg: 64.45
********
epoch: 5
loss: 1912.2202598452568
train avg: 94.73
test avg: 61.86
----------------------
********
epoch: 1
loss: 1490.8007879853249
train avg: 67.85
test avg: 56.19
********
epoch: 2
loss: 1043.767564535141
train avg: 72.46
test avg: 53.33
********
epoch: 3
loss: 753.2236941456795
train avg: 79.85
test avg: 55.24
********
epoch: 4
loss: 528.1803100705147
train avg: 91.77
test avg: 60.63
********
epoch: 5
loss: 326.9715737104416
train avg: 94.85
test avg: 60.0
----------------------
********
epoch: 1
loss: 1472.071366429329
train avg: 66.15
test avg: 54.6
********
epoch: 2
loss: 1045.6093015670776
train avg: 69.15
test avg: 52.7
********
epoch: 3
loss: 773.2114542722702
train avg: 74.85
test avg: 53.02
********
epoch: 4
loss: 543.7074813246727
train avg: 82.69
test avg: 54.29
********
epoch: 5
loss: 363.92608404159546
train avg: 91.54
test avg: 61.27
----------------------
********
epoch: 1
loss: 6676.4291751384735
train avg: 71.66
test avg: 62.83
********
epoch: 2
loss: 4814.024474442005
train avg: 79.97
test avg: 63.56
********
epoch: 3
loss: 3735.05390304327
train avg: 87.64
test avg: 63.89
********
epoch: 4
loss: 2851.1953426003456
train avg: 91.88
test avg: 63.6
********
epoch: 5
loss: 1995.2381640672684
train avg: 95.28
test avg: 62.31
----------------------
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