Closed vlavorini closed 3 years ago
Every time I've had that error it has been because there isn't enough memory currently free on the pc. The demands are pretty big.
What is your network size, batch size and max encoder length and max prediction length?
So fast, thank you!
Number of parameters in network: 43.6k batch size 128 max prediction length 8760
And the memory is almost all free when I execute the code
Your prediction length is too large for training (maybe not for inference). 43.6k (8760 + max_encoder_length) 128 is a very large number. Either resample your time series to a higher time aggregation or only use such long prediction lengths for prediction. I recommend the former because you are then consistent in training and predicting.
I've reduced the prediction length to what I really need, and of course it works now. Thank you!
Hello, I'm trying to follow the tutorial but with my own data. The dataset size is 14 MB.
When I run the learning rate finder, i got this error:
but the dataset is actually so small, and the server I am using has 96 GB of RAM.
What am I missing?
Full traceback: