Train Epoch: 1 [0/2510 (0%)]    Loss: 0.763600
Train Epoch: 1 [200/2510 (8%)]  Loss: 0.000000
Train Epoch: 1 [400/2510 (16%)] Loss: 0.000000
Train Epoch: 1 [600/2510 (24%)] Loss: 0.000000
Train Epoch: 1 [800/2510 (32%)] Loss: 0.000000
Train Epoch: 1 [1000/2510 (40%)]        Loss: 0.000000
Train Epoch: 1 [1200/2510 (48%)]        Loss: 0.000000
Train Epoch: 1 [1400/2510 (56%)]        Loss: 0.000004
Train Epoch: 1 [1600/2510 (64%)]        Loss: 0.000000
Train Epoch: 1 [1800/2510 (72%)]        Loss: 0.000000
Train Epoch: 1 [2000/2510 (80%)]        Loss: 0.000000
Train Epoch: 1 [2200/2510 (88%)]        Loss: 0.000000
Train Epoch: 1 [2400/2510 (96%)]        Loss: 0.000000

Test set: Average loss: 22.8103, Accuracy: 1299/2510 (52%)

Train Epoch: 2 [0/2510 (0%)]    Loss: 25.119247
Train Epoch: 2 [200/2510 (8%)]  Loss: 0.000971
Train Epoch: 2 [400/2510 (16%)] Loss: 0.000031
Train Epoch: 2 [600/2510 (24%)] Loss: 0.000000
Train Epoch: 2 [800/2510 (32%)] Loss: 0.003936
Train Epoch: 2 [1000/2510 (40%)]        Loss: 0.000000
Train Epoch: 2 [1200/2510 (48%)]        Loss: 0.070989
Train Epoch: 2 [1400/2510 (56%)]        Loss: 0.073976
Train Epoch: 2 [1600/2510 (64%)]        Loss: 0.000000
Train Epoch: 2 [1800/2510 (72%)]        Loss: 0.005794
Train Epoch: 2 [2000/2510 (80%)]        Loss: 0.000753
Train Epoch: 2 [2200/2510 (88%)]        Loss: 0.000000
Train Epoch: 2 [2400/2510 (96%)]        Loss: 0.000000

Test set: Average loss: 6.6127, Accuracy: 1299/2510 (52%)

Train Epoch: 3 [0/2510 (0%)]    Loss: 17.105192
Train Epoch: 3 [200/2510 (8%)]  Loss: 0.145598
Train Epoch: 3 [400/2510 (16%)] Loss: 0.018258
Train Epoch: 3 [600/2510 (24%)] Loss: 0.062921
Train Epoch: 3 [800/2510 (32%)] Loss: 0.054164
Train Epoch: 3 [1000/2510 (40%)]        Loss: 0.037550
Train Epoch: 3 [1200/2510 (48%)]        Loss: 0.008747
Train Epoch: 3 [1400/2510 (56%)]        Loss: 0.051795
Train Epoch: 3 [1600/2510 (64%)]        Loss: 0.003390
Train Epoch: 3 [1800/2510 (72%)]        Loss: 0.016323
Train Epoch: 3 [2000/2510 (80%)]        Loss: 0.022865
Train Epoch: 3 [2200/2510 (88%)]        Loss: 0.004945
Train Epoch: 3 [2400/2510 (96%)]        Loss: 0.001030

Test set: Average loss: 2.9158, Accuracy: 1299/2510 (52%)

Train Epoch: 4 [0/2510 (0%)]    Loss: 7.015765
Train Epoch: 4 [200/2510 (8%)]  Loss: 0.134741
Train Epoch: 4 [400/2510 (16%)] Loss: 0.049476
Train Epoch: 4 [600/2510 (24%)] Loss: 0.013536
Train Epoch: 4 [800/2510 (32%)] Loss: 0.008116
Train Epoch: 4 [1000/2510 (40%)]        Loss: 0.041024
Train Epoch: 4 [1200/2510 (48%)]        Loss: 0.001711
Train Epoch: 4 [1400/2510 (56%)]        Loss: 0.087386
Train Epoch: 4 [1600/2510 (64%)]        Loss: 0.019133
Train Epoch: 4 [1800/2510 (72%)]        Loss: 0.002450
Train Epoch: 4 [2000/2510 (80%)]        Loss: 0.134814
Train Epoch: 4 [2200/2510 (88%)]        Loss: 0.001560
Train Epoch: 4 [2400/2510 (96%)]        Loss: 0.009285

Test set: Average loss: 3.0047, Accuracy: 1299/2510 (52%)

Train Epoch: 5 [0/2510 (0%)]    Loss: 2.197697
Train Epoch: 5 [200/2510 (8%)]  Loss: 0.142283
Train Epoch: 5 [400/2510 (16%)] Loss: 0.062617
Train Epoch: 5 [600/2510 (24%)] Loss: 0.022220
Train Epoch: 5 [800/2510 (32%)] Loss: 0.016140
Train Epoch: 5 [1000/2510 (40%)]        Loss: 0.009101
Train Epoch: 5 [1200/2510 (48%)]        Loss: 0.011840
Train Epoch: 5 [1400/2510 (56%)]        Loss: 0.233425
Train Epoch: 5 [1600/2510 (64%)]        Loss: 0.041333
Train Epoch: 5 [1800/2510 (72%)]        Loss: 0.080752
Train Epoch: 5 [2000/2510 (80%)]        Loss: 0.010446
Train Epoch: 5 [2200/2510 (88%)]        Loss: 0.001828
Train Epoch: 5 [2400/2510 (96%)]        Loss: 0.018279

Test set: Average loss: 2.6521, Accuracy: 1299/2510 (52%)

Train Epoch: 6 [0/2510 (0%)]    Loss: 5.629133
Train Epoch: 6 [200/2510 (8%)]  Loss: 0.111943
Train Epoch: 6 [400/2510 (16%)] Loss: 0.078148
Train Epoch: 6 [600/2510 (24%)] Loss: 0.030254
Train Epoch: 6 [800/2510 (32%)] Loss: 0.018951
Train Epoch: 6 [1000/2510 (40%)]        Loss: 0.007060
Train Epoch: 6 [1200/2510 (48%)]        Loss: 0.006947
Train Epoch: 6 [1400/2510 (56%)]        Loss: 0.146729
Train Epoch: 6 [1600/2510 (64%)]        Loss: 0.037547
Train Epoch: 6 [1800/2510 (72%)]        Loss: 0.008593
Train Epoch: 6 [2000/2510 (80%)]        Loss: 0.061359
Train Epoch: 6 [2200/2510 (88%)]        Loss: 0.010392
Train Epoch: 6 [2400/2510 (96%)]        Loss: 0.003662

Test set: Average loss: 2.4896, Accuracy: 1299/2510 (52%)

Train Epoch: 7 [0/2510 (0%)]    Loss: 5.354959
Train Epoch: 7 [200/2510 (8%)]  Loss: 0.219744
Train Epoch: 7 [400/2510 (16%)] Loss: 0.047250
Train Epoch: 7 [600/2510 (24%)] Loss: 0.033134
Train Epoch: 7 [800/2510 (32%)] Loss: 0.006888
Train Epoch: 7 [1000/2510 (40%)]        Loss: 0.041285
Train Epoch: 7 [1200/2510 (48%)]        Loss: 0.010135
Train Epoch: 7 [1400/2510 (56%)]        Loss: 0.185328
Train Epoch: 7 [1600/2510 (64%)]        Loss: 0.030203
Train Epoch: 7 [1800/2510 (72%)]        Loss: 0.068935
Train Epoch: 7 [2000/2510 (80%)]        Loss: 0.021755
Train Epoch: 7 [2200/2510 (88%)]        Loss: 0.013778
Train Epoch: 7 [2400/2510 (96%)]        Loss: 0.001412

Test set: Average loss: 2.3966, Accuracy: 1299/2510 (52%)

Train Epoch: 8 [0/2510 (0%)]    Loss: 5.587163
Train Epoch: 8 [200/2510 (8%)]  Loss: 0.201555
Train Epoch: 8 [400/2510 (16%)] Loss: 0.057020
Train Epoch: 8 [600/2510 (24%)] Loss: 0.030785
Train Epoch: 8 [800/2510 (32%)] Loss: 0.045294
Train Epoch: 8 [1000/2510 (40%)]        Loss: 0.009532
Train Epoch: 8 [1200/2510 (48%)]        Loss: 0.033173
Train Epoch: 8 [1400/2510 (56%)]        Loss: 0.242416
Train Epoch: 8 [1600/2510 (64%)]        Loss: 0.054072
Train Epoch: 8 [1800/2510 (72%)]        Loss: 0.014919
Train Epoch: 8 [2000/2510 (80%)]        Loss: 0.028255
Train Epoch: 8 [2200/2510 (88%)]        Loss: 0.014499
Train Epoch: 8 [2400/2510 (96%)]        Loss: 0.004550

Test set: Average loss: 2.2503, Accuracy: 1299/2510 (52%)

Train Epoch: 9 [0/2510 (0%)]    Loss: 4.205160
Train Epoch: 9 [200/2510 (8%)]  Loss: 0.219553
Train Epoch: 9 [400/2510 (16%)] Loss: 0.076956
Train Epoch: 9 [600/2510 (24%)] Loss: 0.041252
Train Epoch: 9 [800/2510 (32%)] Loss: 0.011788
Train Epoch: 9 [1000/2510 (40%)]        Loss: 0.019258
Train Epoch: 9 [1200/2510 (48%)]        Loss: 0.025886
Train Epoch: 9 [1400/2510 (56%)]        Loss: 0.264767
Train Epoch: 9 [1600/2510 (64%)]        Loss: 0.064278
Train Epoch: 9 [1800/2510 (72%)]        Loss: 0.035067
Train Epoch: 9 [2000/2510 (80%)]        Loss: 0.014171
Train Epoch: 9 [2200/2510 (88%)]        Loss: 0.017240
Train Epoch: 9 [2400/2510 (96%)]        Loss: 0.010370

Test set: Average loss: 2.1646, Accuracy: 1299/2510 (52%)

Train Epoch: 10 [0/2510 (0%)]   Loss: 3.983953
Train Epoch: 10 [200/2510 (8%)] Loss: 0.247857
Train Epoch: 10 [400/2510 (16%)]        Loss: 0.079800
Train Epoch: 10 [600/2510 (24%)]        Loss: 0.032828
Train Epoch: 10 [800/2510 (32%)]        Loss: 0.014672
Train Epoch: 10 [1000/2510 (40%)]       Loss: 0.015492
Train Epoch: 10 [1200/2510 (48%)]       Loss: 0.006651
Train Epoch: 10 [1400/2510 (56%)]       Loss: 0.244603
Train Epoch: 10 [1600/2510 (64%)]       Loss: 0.065021
Train Epoch: 10 [1800/2510 (72%)]       Loss: 0.027480
Train Epoch: 10 [2000/2510 (80%)]       Loss: 0.019957
Train Epoch: 10 [2200/2510 (88%)]       Loss: 0.013186
Train Epoch: 10 [2400/2510 (96%)]       Loss: 0.006839

Test set: Average loss: 2.1206, Accuracy: 1299/2510 (52%)