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Related Questions
- What is the relationship between the number of attention heads and the memory complexity of self-attention in transformer models?
- How does the number of attention heads affect the computational cost of weighted sum computation in self-attention?
- Can you explain the impact of increasing the number of attention heads on the memory requirements for weighted sum computation in self-attention?
- What is the formula for calculating the memory complexity of self-attention in terms of the number of attention heads?
- How does the number of attention heads influence the number of weights required for weighted sum computation in self-attention?
- Can you compare the memory complexity of self-attention with different numbers of attention heads?
- What is the optimal number of attention heads for minimizing memory complexity in self-attention, and why?
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