Not getting the results reported
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kushalj001 commented
Hi, I am trying to reproduce the results of this paper, more specifically the iVAE model for the yahoo language modeling dataset. I wanted to know about the loss behavior during training. My model is currently on the 16th epoch and the negative ELBO is still 526, whereas in the paper it is 309 after 40 epochs of training. I am also not seeing a decreasing trend in my elbo and reconstruction loss. Is it supposed to drop drastically later on as we train or this is unexpected? I have only followed the instructions provided in the repository to train the model.
Thank you