All Questions
Tagged with epochs hyperparameter-tuning
5 questions
2
votes
2
answers
7k
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Opinions on an LSTM hyper-parameter tuning process I am using
I am training an LSTM to predict a price chart. I am using Bayesian optimization to speed things slightly since I have a large number of hyperparameters and only my CPU as a resource.
Making 100 ...
- 169
2
votes
2
answers
3k
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How can I tune LSTM hyperparameters?
If anyone is there to answer these, that'll be great. I'm in the midst of a Final Year Project on LSTM.
Currently, I’m stuck and confused over LSTM codes. There are 4 hyperparameters that I can play ...
- 21
9
votes
3
answers
12k
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How to combine GridSearchCV with Early Stopping?
I'm a beginner in machine learning and want to train a CNN (for image recognition) with optimized hyperparameter like dropout rate, learning rate and number of epochs.
The optimal hyperparameter I ...
- 403
1
vote
1
answer
491
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what exactly happens during each epoch in neural network training
Across different epochs, which of the following is/are updated?
initial weights (initial ConvNet filter matrices, initial fully connected weights)
hyper parameters: number of ConvNet filters, size ...
- 237
3
votes
4
answers
2k
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Is it better to optimize hyperparameters or run multiple epochs?
Whenever I train a neural network I only have it go through a few epochs ( 1 to 3). This is because I am training them on a bad CPU and it would take some time to have the neural network go though ...
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