Training Loss Decreasing but Eval Loss is NOT

[kaustubholpadkar]

I am not sure why it is happening but when I am running training, the training Loss is Decreasing but Eval Loss is NOT decreasing, its almost the same. Have you encountered such problems? And how did you resolve it if you got it? Thanks in advance!