MNIST DCGAN Output

dcgan-output.py

Epoch 1/2... Discriminator Loss: 2.9822... Generator Loss: 0.0750
Epoch 1/2... Discriminator Loss: 1.7655... Generator Loss: 0.9984
Epoch 1/2... Discriminator Loss: 2.0640... Generator Loss: 0.2003
Epoch 1/2... Discriminator Loss: 0.5469... Generator Loss: 2.2514
Epoch 1/2... Discriminator Loss: 0.5017... Generator Loss: 3.0328
Epoch 1/2... Discriminator Loss: 1.5120... Generator Loss: 0.4518
Epoch 1/2... Discriminator Loss: 0.4125... Generator Loss: 3.2917
Epoch 1/2... Discriminator Loss: 0.4879... Generator Loss: 2.2174
Epoch 1/2... Discriminator Loss: 2.3055... Generator Loss: 5.8401
Epoch 1/2... Discriminator Loss: 0.9455... Generator Loss: 1.4394

Epoch 1/2... Discriminator Loss: 0.9539... Generator Loss: 1.0024
Epoch 1/2... Discriminator Loss: 1.0657... Generator Loss: 0.8696
Epoch 1/2... Discriminator Loss: 1.3799... Generator Loss: 2.9872
Epoch 1/2... Discriminator Loss: 0.6852... Generator Loss: 2.0302
Epoch 1/2... Discriminator Loss: 0.7612... Generator Loss: 3.1057
Epoch 1/2... Discriminator Loss: 1.5500... Generator Loss: 2.0673
Epoch 1/2... Discriminator Loss: 0.8555... Generator Loss: 1.3378
Epoch 1/2... Discriminator Loss: 0.9453... Generator Loss: 1.1365
Epoch 1/2... Discriminator Loss: 0.7553... Generator Loss: 1.5990
Epoch 1/2... Discriminator Loss: 0.7936... Generator Loss: 1.2674


Epoch 1/2... Discriminator Loss: 1.1213... Generator Loss: 0.6938
Epoch 1/2... Discriminator Loss: 0.6739... Generator Loss: 1.8389
Epoch 1/2... Discriminator Loss: 0.9324... Generator Loss: 1.1681
Epoch 1/2... Discriminator Loss: 1.0870... Generator Loss: 2.5114
Epoch 1/2... Discriminator Loss: 0.8226... Generator Loss: 1.7082
Epoch 1/2... Discriminator Loss: 0.9290... Generator Loss: 1.2127
Epoch 1/2... Discriminator Loss: 1.0351... Generator Loss: 0.9360
Epoch 1/2... Discriminator Loss: 1.2545... Generator Loss: 0.6671
Epoch 1/2... Discriminator Loss: 1.8235... Generator Loss: 0.3288
Epoch 1/2... Discriminator Loss: 1.3493... Generator Loss: 0.9375


Epoch 1/2... Discriminator Loss: 1.3109... Generator Loss: 0.6010
Epoch 1/2... Discriminator Loss: 1.0554... Generator Loss: 1.3612
Epoch 1/2... Discriminator Loss: 1.2340... Generator Loss: 1.0692
Epoch 1/2... Discriminator Loss: 2.0285... Generator Loss: 0.3110
Epoch 1/2... Discriminator Loss: 1.0733... Generator Loss: 0.8428
Epoch 1/2... Discriminator Loss: 1.4613... Generator Loss: 0.4905
Epoch 1/2... Discriminator Loss: 0.9575... Generator Loss: 0.9933
Epoch 1/2... Discriminator Loss: 1.7040... Generator Loss: 0.3452
Epoch 1/2... Discriminator Loss: 1.2484... Generator Loss: 0.7908
Epoch 1/2... Discriminator Loss: 1.0919... Generator Loss: 0.9575
Epoch 1/2... Discriminator Loss: 1.1426... Generator Loss: 1.1766
Epoch 1/2... Discriminator Loss: 1.1636... Generator Loss: 1.9445
Epoch 1/2... Discriminator Loss: 1.1883... Generator Loss: 0.6864
Epoch 1/2... Discriminator Loss: 1.1809... Generator Loss: 1.1311
Epoch 1/2... Discriminator Loss: 0.9339... Generator Loss: 1.0816
Epoch 1/2... Discriminator Loss: 1.4767... Generator Loss: 0.4647
Epoch 1/2... Discriminator Loss: 0.8566... Generator Loss: 1.5261
Epoch 1/2... Discriminator Loss: 1.4596... Generator Loss: 1.6640
Epoch 1/2... Discriminator Loss: 1.3409... Generator Loss: 0.8256
Epoch 1/2... Discriminator Loss: 1.2181... Generator Loss: 0.8811

Epoch 1/2... Discriminator Loss: 1.3682... Generator Loss: 1.5420
Epoch 1/2... Discriminator Loss: 0.9353... Generator Loss: 0.9935
Epoch 1/2... Discriminator Loss: 1.6752... Generator Loss: 0.3699
Epoch 1/2... Discriminator Loss: 0.9656... Generator Loss: 0.9563
Epoch 1/2... Discriminator Loss: 1.1228... Generator Loss: 1.0038
Epoch 1/2... Discriminator Loss: 0.9541... Generator Loss: 1.4171
Epoch 1/2... Discriminator Loss: 1.4039... Generator Loss: 0.4626
Epoch 1/2... Discriminator Loss: 1.0314... Generator Loss: 1.0763
Epoch 1/2... Discriminator Loss: 1.2760... Generator Loss: 0.7022
Epoch 1/2... Discriminator Loss: 1.2382... Generator Loss: 0.5815

Epoch 1/2... Discriminator Loss: 1.2795... Generator Loss: 0.7543
Epoch 1/2... Discriminator Loss: 1.3172... Generator Loss: 0.7748
Epoch 1/2... Discriminator Loss: 0.9840... Generator Loss: 1.4113
Epoch 1/2... Discriminator Loss: 1.4551... Generator Loss: 0.4511
Epoch 1/2... Discriminator Loss: 1.2544... Generator Loss: 0.6092
Epoch 1/2... Discriminator Loss: 1.0661... Generator Loss: 0.7913
Epoch 1/2... Discriminator Loss: 0.9183... Generator Loss: 1.3959
Epoch 1/2... Discriminator Loss: 1.3163... Generator Loss: 0.5257
Epoch 1/2... Discriminator Loss: 1.3567... Generator Loss: 0.5385
Epoch 1/2... Discriminator Loss: 0.9008... Generator Loss: 1.1516

Epoch 1/2... Discriminator Loss: 1.1142... Generator Loss: 1.0625
Epoch 1/2... Discriminator Loss: 1.4765... Generator Loss: 3.0134
Epoch 1/2... Discriminator Loss: 0.9091... Generator Loss: 1.0425
Epoch 1/2... Discriminator Loss: 1.2694... Generator Loss: 0.6571
Epoch 1/2... Discriminator Loss: 1.1141... Generator Loss: 1.4616
Epoch 1/2... Discriminator Loss: 0.9978... Generator Loss: 1.0050
Epoch 1/2... Discriminator Loss: 1.6039... Generator Loss: 0.3593
Epoch 1/2... Discriminator Loss: 0.9820... Generator Loss: 1.0033
Epoch 1/2... Discriminator Loss: 1.4412... Generator Loss: 0.5285
Epoch 1/2... Discriminator Loss: 1.4848... Generator Loss: 0.5233

Epoch 1/2... Discriminator Loss: 0.8981... Generator Loss: 1.4443
Epoch 1/2... Discriminator Loss: 0.9575... Generator Loss: 0.8668
Epoch 1/2... Discriminator Loss: 1.1051... Generator Loss: 1.6387
Epoch 1/2... Discriminator Loss: 1.6747... Generator Loss: 0.3709
Epoch 1/2... Discriminator Loss: 1.1408... Generator Loss: 0.7264
Epoch 1/2... Discriminator Loss: 1.0978... Generator Loss: 1.3658
Epoch 1/2... Discriminator Loss: 0.7755... Generator Loss: 1.3633
Epoch 1/2... Discriminator Loss: 1.6841... Generator Loss: 0.3798
Epoch 1/2... Discriminator Loss: 1.1583... Generator Loss: 0.7196
Epoch 1/2... Discriminator Loss: 1.3042... Generator Loss: 0.5505

Epoch 1/2... Discriminator Loss: 1.1330... Generator Loss: 1.1121
Epoch 1/2... Discriminator Loss: 1.1588... Generator Loss: 0.6579
Epoch 1/2... Discriminator Loss: 1.9163... Generator Loss: 0.2886
Epoch 2/2... Discriminator Loss: 1.1889... Generator Loss: 0.6284
Epoch 2/2... Discriminator Loss: 1.0910... Generator Loss: 0.7863
Epoch 2/2... Discriminator Loss: 0.9050... Generator Loss: 1.0554
Epoch 2/2... Discriminator Loss: 0.9939... Generator Loss: 1.0142
Epoch 2/2... Discriminator Loss: 1.4813... Generator Loss: 0.6769
Epoch 2/2... Discriminator Loss: 1.6466... Generator Loss: 0.3673
Epoch 2/2... Discriminator Loss: 1.3141... Generator Loss: 0.5805

Epoch 2/2... Discriminator Loss: 1.5106... Generator Loss: 0.4377
Epoch 2/2... Discriminator Loss: 0.7877... Generator Loss: 1.6280
Epoch 2/2... Discriminator Loss: 1.6537... Generator Loss: 0.4057
Epoch 2/2... Discriminator Loss: 1.0228... Generator Loss: 0.8589
Epoch 2/2... Discriminator Loss: 1.3215... Generator Loss: 0.8598
Epoch 2/2... Discriminator Loss: 2.8473... Generator Loss: 0.1200
Epoch 2/2... Discriminator Loss: 1.0638... Generator Loss: 0.7927
Epoch 2/2... Discriminator Loss: 2.4761... Generator Loss: 0.3437
Epoch 2/2... Discriminator Loss: 1.0653... Generator Loss: 0.8734
Epoch 2/2... Discriminator Loss: 1.2589... Generator Loss: 0.9473

Epoch 2/2... Discriminator Loss: 1.4150... Generator Loss: 1.9358
Epoch 2/2... Discriminator Loss: 1.4802... Generator Loss: 0.4675
Epoch 2/2... Discriminator Loss: 1.0422... Generator Loss: 1.8164
Epoch 2/2... Discriminator Loss: 1.2881... Generator Loss: 1.3094
Epoch 2/2... Discriminator Loss: 1.6592... Generator Loss: 0.3699
Epoch 2/2... Discriminator Loss: 0.9680... Generator Loss: 2.1048
Epoch 2/2... Discriminator Loss: 0.9858... Generator Loss: 1.0149
Epoch 2/2... Discriminator Loss: 1.3948... Generator Loss: 0.4718
Epoch 2/2... Discriminator Loss: 2.1972... Generator Loss: 0.2127
Epoch 2/2... Discriminator Loss: 1.6872... Generator Loss: 0.3706

Epoch 2/2... Discriminator Loss: 0.7544... Generator Loss: 1.9618
Epoch 2/2... Discriminator Loss: 1.5325... Generator Loss: 0.4288
Epoch 2/2... Discriminator Loss: 1.2668... Generator Loss: 0.6504
Epoch 2/2... Discriminator Loss: 1.2481... Generator Loss: 0.5766
Epoch 2/2... Discriminator Loss: 1.3787... Generator Loss: 0.4769
Epoch 2/2... Discriminator Loss: 0.9908... Generator Loss: 1.4583
Epoch 2/2... Discriminator Loss: 1.6045... Generator Loss: 0.5693
Epoch 2/2... Discriminator Loss: 1.0346... Generator Loss: 1.0307
Epoch 2/2... Discriminator Loss: 1.2782... Generator Loss: 2.0797
Epoch 2/2... Discriminator Loss: 1.1164... Generator Loss: 0.7113

Epoch 2/2... Discriminator Loss: 1.8212... Generator Loss: 0.3284
Epoch 2/2... Discriminator Loss: 1.1771... Generator Loss: 0.7205
Epoch 2/2... Discriminator Loss: 1.1457... Generator Loss: 0.7315
Epoch 2/2... Discriminator Loss: 1.1748... Generator Loss: 0.7197
Epoch 2/2... Discriminator Loss: 1.7848... Generator Loss: 0.3253
Epoch 2/2... Discriminator Loss: 1.6874... Generator Loss: 0.3498
Epoch 2/2... Discriminator Loss: 1.4865... Generator Loss: 0.4280
Epoch 2/2... Discriminator Loss: 1.4868... Generator Loss: 0.4963
Epoch 2/2... Discriminator Loss: 0.8882... Generator Loss: 1.1498
Epoch 2/2... Discriminator Loss: 2.2895... Generator Loss: 0.1748

Epoch 2/2... Discriminator Loss: 0.8513... Generator Loss: 1.1077
Epoch 2/2... Discriminator Loss: 2.2525... Generator Loss: 0.2125
Epoch 2/2... Discriminator Loss: 1.2244... Generator Loss: 1.4538
Epoch 2/2... Discriminator Loss: 2.0072... Generator Loss: 0.2635
Epoch 2/2... Discriminator Loss: 0.9600... Generator Loss: 1.3085
Epoch 2/2... Discriminator Loss: 2.0019... Generator Loss: 0.2462
Epoch 2/2... Discriminator Loss: 2.4317... Generator Loss: 0.1606
Epoch 2/2... Discriminator Loss: 0.8052... Generator Loss: 1.4767
Epoch 2/2... Discriminator Loss: 2.5862... Generator Loss: 0.1397
Epoch 2/2... Discriminator Loss: 0.9322... Generator Loss: 1.7632

Epoch 2/2... Discriminator Loss: 1.4450... Generator Loss: 0.4968
Epoch 2/2... Discriminator Loss: 1.2099... Generator Loss: 0.6224
Epoch 2/2... Discriminator Loss: 1.2333... Generator Loss: 0.5705
Epoch 2/2... Discriminator Loss: 2.3945... Generator Loss: 0.1737
Epoch 2/2... Discriminator Loss: 1.0014... Generator Loss: 1.3766
Epoch 2/2... Discriminator Loss: 1.0030... Generator Loss: 0.8645
Epoch 2/2... Discriminator Loss: 1.2438... Generator Loss: 0.9724
Epoch 2/2... Discriminator Loss: 1.0546... Generator Loss: 0.8830
Epoch 2/2... Discriminator Loss: 1.3904... Generator Loss: 0.5834
Epoch 2/2... Discriminator Loss: 1.1063... Generator Loss: 1.1001

Epoch 2/2... Discriminator Loss: 1.0769... Generator Loss: 0.9059
Epoch 2/2... Discriminator Loss: 1.5498... Generator Loss: 0.6624
Epoch 2/2... Discriminator Loss: 1.2903... Generator Loss: 0.5255
Epoch 2/2... Discriminator Loss: 1.1819... Generator Loss: 0.9655
Epoch 2/2... Discriminator Loss: 1.1422... Generator Loss: 0.9479
Epoch 2/2... Discriminator Loss: 1.6540... Generator Loss: 0.4282
Epoch 2/2... Discriminator Loss: 2.0841... Generator Loss: 0.2238
Epoch 2/2... Discriminator Loss: 1.2489... Generator Loss: 1.6283
Epoch 2/2... Discriminator Loss: 1.1421... Generator Loss: 0.6750
Epoch 2/2... Discriminator Loss: 0.8215... Generator Loss: 1.0753

Epoch 2/2... Discriminator Loss: 1.0031... Generator Loss: 0.9351
Epoch 2/2... Discriminator Loss: 1.6597... Generator Loss: 0.3789
Epoch 2/2... Discriminator Loss: 1.3298... Generator Loss: 0.5147
Epoch 2/2... Discriminator Loss: 1.1611... Generator Loss: 0.6913
Epoch 2/2... Discriminator Loss: 1.4962... Generator Loss: 0.4422
Epoch 2/2... Discriminator Loss: 0.9361... Generator Loss: 1.4242
Epoch 2/2... Discriminator Loss: 1.2228... Generator Loss: 0.6928
Epoch 2/2... Discriminator Loss: 1.9565... Generator Loss: 0.2716
Epoch 2/2... Discriminator Loss: 1.6438... Generator Loss: 0.4342
Epoch 2/2... Discriminator Loss: 1.2628... Generator Loss: 0.5785

Epoch 2/2... Discriminator Loss: 1.5227... Generator Loss: 0.4166
Epoch 2/2... Discriminator Loss: 1.4426... Generator Loss: 1.0926
Epoch 2/2... Discriminator Loss: 1.3756... Generator Loss: 0.4895
Epoch 2/2... Discriminator Loss: 1.1669... Generator Loss: 0.6822
Epoch 2/2... Discriminator Loss: 0.9218... Generator Loss: 1.0357
Epoch 2/2... Discriminator Loss: 2.3486... Generator Loss: 0.1885
Epoch 2/2... Discriminator Loss: 1.2868... Generator Loss: 0.5603