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Question 18 Let x k be real numbers such that x k ≥ k 4 + k 2 + 1 for 1 ≤ k ≤ 2018 Denote N = ∑ k=1 2018 k Consider the following inequalities Then a both I and II are true b I is true and II is false c I is false and II is true d both I and II are false.

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The attention V matrix multiplication Then the weights α i j \alpha_{ij} α i j are used to get the final weighted value For example the outputs o 11 o 12 o 13 o_{11}o_{12} o_{13} o 1 1 o 1 2 o 1 3 will use the attention weights from the first query as depicted in the diagram Cross attention of the vanilla transformer The same principles apply in the encoderdecoder.