python - What is the network size limit in PyBrain? -
i have constructed neural network in pybrain, ran in problem of network being big.
so exact limits in pybrain?
how can construct network 750000 inputs, 3 outputs , working ammount of hidden nodes(currently works 35-40 hidden nodes, feel lot little)?
are there other ways construct image recognition(in case basic, not identical(random solid colors , sizes) shape recognition - square, circle , equilateral triangle) using mlp n input nodes
n = image.width * image.height * 3
?
with many nodes if there no computation errors amount of time network need perform single training epoch enormous. don't believe there specific limit network size in pybrain other common sense , computer capabilities.
also idea of neural network simplify complex problems. have shrink input data. , mean shrink lot, purpose 100 input nodes more enough.
i recommend source material choosing input data, , network architecture:
it's bit matter of experience chose appropriate input data, it.
hope helpful.
Comments
Post a Comment