3 ms·
> Attention mechanism inference costs rise with the square of the inference window. This is incorrect. It is correct for the original Transformer, but OpenAI i
by sanxiyn 4y ago
> Attention mechanism inference costs rise with the square of the inference window.
This is incorrect. It is correct for the original Transformer, but OpenAI isn't using the original Transformer since GPT-3. Sparse Transformer scales O(N sqrt(N)).
https://openai.com/research/sparse-transformer https://openai.com/research/sparse-transformer