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Probably hyperparamaters. It took me a month of grid and random searches to train mines. :( Gl !!
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Maybe post the architecture and we can try to figure it out.Or maybe it's on strike :)
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Pizza35357y@bdhobare
It's trying to learn the MONK's-1 dataset: https://archive.ics.uci.edu/ml/...
(So a quite simple logic formula)
1 hidden layer (tried 5 to 50 units), logistic activation functions
Learning rate: 0.2 / 0.1 / 0.01
Momentum: 0.1 / 0.01 / 0.001
Regularization: 0.1 / 0.01 / 0.001
Up to 1000 batch iterations
Random weight initialization with a uniform distribution in [0,1] divided by fan-in.
Training error is smooth but... Increasing :/ -
Your bug could be as small as a missing minus sign.... You should double check all of those
Related Rants
My shitty neural network doesn't want to learn.
Wondering if the problem is in my implementation of the backpropagation, or in the fucking hyperparameters.
Stupid network go fuck yourself and suck my neuron.
rant
bug
neural network