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Tagged with time-complexityfeedforward-neural-networks
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Given an input $x \in R^{1\times d}$ and a network with $s$ hidden layers, is the time complexity of the forward pass $O(d^{2}s)$? [duplicate]
I have a neural network that takes as an input a vector of $x \in R^{1\times d}$ with $s$ hidden layers and each layer has $d$ neurons (including the output layer). If I understand correctly the ...
11votes
1answer
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What is the time complexity of the forward pass algorithm of a feedforward neural network?
How do I determine the time complexity of the forward pass algorithm of a feedforward neural network? How many multiplications are done to generate the output?
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