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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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Issue with UCR Ham dataset #7

Open jandrulus opened 4 years ago

jandrulus commented 4 years ago

Hi tejaslodaya! First of all, congratulations for the repository, I think it is great! I have an issue withe UCR "Ham" dataset. When I run the code, with the following hyperparameters:

hidden_size = 90 hidden_layer_depth = 1 latent_length = 20 batch_size = 32 learning_rate = 0.0005 n_epochs = 20 dropout_rate = 0.5 optimizer = 'Adam' # options: ADAM, SGD cuda = True # options: True, False print_every= 30 clip = True # options: True, False max_grad_norm = 5 loss = 'MSELoss' # options: SmoothL1Loss, MSELoss block = 'LSTM' # options: LSTM, GRU

I get the error attached.

error

It seems that test_loader object is empty. Please, can you take a look? I have no problems with other UCR datasets. Thank you in advance, kind regards!