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tejaslodaya / timeseries-clustering-vae

Variational Recurrent Autoencoder for timeseries clustering in pytorch
GNU General Public License v3.0
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Error more than 10000 in reconstruction error! #16

Open bhavithran1 opened 2 years ago

bhavithran1 commented 2 years ago

Should the reconstruction error be this big and not low

Checked on test dataset and my dataset and the results are just really big

unknown

bhavithran1 commented 2 years ago

This might be caused because of nn.MSELoss(reduction=‘Sum’)

Should I change it to mean because that sounds more better with kL being more lower when a sigmoid layer is applied to the encoder and decoder