Assertion: neural network's number | /r/HasProperty | small
Facets:
Source sentences:
text: But a number of hidden layers should be as small as possible.
text: Something to keep in mind with choosing a smaller number of layers/neurons is that if the this number is too small, your network will not be able to learn the underlying patterns in your data and thus be useless.
text: Full Softmax is fairly cheap when the number of classes is small but becomes prohibitively expensive when the number of classes climbs.
text: This approach is fairly reasonable when the total number of classes is small, but becomes increasingly inefficient as the number of classes rises.
text: The number should be simple and small enough to follow our step number 1.