Questions tagged [computational-complexity]
The amount of resources required to run a given algorithm in relation to a given task.
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questions
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How to derive asymptotic run-time of seq2seq RNN? [duplicate]
I want to know the computational complexity of a sequence to sequence RNN in terms of the input and output length. I was wondering how I might go about deriving this in both training and inference.
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What is symbol-to-number differentiation?
I recently came across symbol-to-symbol and symbol-to-number differentiation, out of which symbol to symbol seemed fairly straightforward - the computational graph is extended to include gradient ...
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How much time does it take to train DQN on Atari environment?
I am trying to build a DQN model for the Atari Pong game, but I am not sure whether the model is learning at all.
I am using the architecture described in the paper Playing Atari with Deep ...
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0answers
46 views
Why would my neural network run faster on my laptop than on my university's supercomputer?
I am trying to get my neural network running on my university's supercomputer in order to decrease its runtime (not for training, for testing - feedforward runs only).
However, the Matlab function I ...
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1answer
151 views
Why is the space-complexity of greedy best-first search is $\mathcal{O}(b^m)$?
I am reading through Artificial Intelligence: Modern Approach and it states that the space complexity of the GBFS (tree version) is $\mathcal{O}(b^m)$.
While I am reading, at some points, I found ...
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38 views
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 ...
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2answers
64 views
Using human driver behavior data to train autonomous vehicles
If I have a car and a human is driving a car on a daily basis. I create a system to analyze the human routines of driving and implement this system in maybe 10,000 cars. I use that data to train an ...
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1answer
328 views
How to estimate the cost and time to complete an AI Projects
If you are a freelancer, when a client asks to create a website we can easily measure how much the total cost is needed based on the requirements of the client. (the backend, UI/UX design, features, ...
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1answer
324 views
Why is exact inference in a Bayesian network both NP-hard and P-hard?
I should show that exact inference in a Bayesian network (BN) is NP-hard and P-hard by using a 3-SAT problem.
So, I did formulate a 3-SAT problem by defining 3-CNF:
$$(x_1 \lor x_2) \land (\neg x_3 \...
