I am training my siamese network for nlp. I have used lstm in it. and BCELoss. My loss is increasing from the first epoch. The first 36 epoch loss is
error after  0 is
272.4357
[torch.FloatTensor of size 1]
error after  1 is
271.8972
[torch.FloatTensor of size 1]
error after  2 is
271.5598
[torch.FloatTensor of size 1]
error after  3 is
271.6979
[torch.FloatTensor of size 1]
error after  4 is
271.7315
[torch.FloatTensor of size 1]
error after  5 is
272.3965
[torch.FloatTensor of size 1]
error after  6 is
273.3982
[torch.FloatTensor of size 1]
error after  7 is
275.1197
[torch.FloatTensor of size 1]
error after  8 is
275.8228
[torch.FloatTensor of size 1]
error after  9 is
278.3311
[torch.FloatTensor of size 1]
error after  10 is
277.1054
[torch.FloatTensor of size 1]
error after  11 is
277.8418
[torch.FloatTensor of size 1]
error after  12 is
279.0189
[torch.FloatTensor of size 1]
error after  13 is
278.4090
[torch.FloatTensor of size 1]
error after  14 is
281.8813
[torch.FloatTensor of size 1]
error after  15 is
283.4077
[torch.FloatTensor of size 1]
error after  16 is
286.3093
[torch.FloatTensor of size 1]
error after  17 is
287.6292
[torch.FloatTensor of size 1]
error after  18 is
297.2318
[torch.FloatTensor of size 1]
error after  19 is
307.4176
[torch.FloatTensor of size 1]
error after  20 is
304.6649
[torch.FloatTensor of size 1]
error after  21 is
328.9772
[torch.FloatTensor of size 1]
error after  22 is
300.0669
[torch.FloatTensor of size 1]
error after  23 is
292.3902
[torch.FloatTensor of size 1]
error after  24 is
300.8633
[torch.FloatTensor of size 1]
error after  25 is
305.1822
[torch.FloatTensor of size 1]
error after  26 is
333.9984
[torch.FloatTensor of size 1]
error after  27 is
346.2062
[torch.FloatTensor of size 1]
error after  28 is
354.6148
[torch.FloatTensor of size 1]
error after  29 is
341.3568
[torch.FloatTensor of size 1]
error after  30 is
369.7580
[torch.FloatTensor of size 1]
error after  31 is
366.1615
[torch.FloatTensor of size 1]
error after  32 is
368.2455
[torch.FloatTensor of size 1]
error after  33 is
391.4102
[torch.FloatTensor of size 1]
error after  34 is
394.3190
[torch.FloatTensor of size 1]
error after  35 is
401.0990
[torch.FloatTensor of size 1]
error after  36 is
422.3723
[torch.FloatTensor of size 1]