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lin-shuyu / VAE-LSTM-for-anomaly-detection

We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
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I have tried to reproduce the code #10

Open phdmatamoros opened 2 years ago

phdmatamoros commented 2 years ago

I have tensorflow 1.15.0
tensorflow-gpu 1.15.2 tensorflow-probability 0.7.0 cudatoolkit 10.0.130 cudnn 7.3.1

but i have this error in "lstm_model.produce_embeddings(config, model_vae, data, sess)"

UnknownError: 2 root error(s) found. (0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. [[{{node encoder/conv2d/Conv2D}}]] (1) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. [[{{node encoder/conv2d/Conv2D}}]] [[encoder/code_mean/BiasAdd/_7]] 0 successful operations. 0 derived errors ignored.