Transformer Networks
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Questions and Answers

Based on the text, which type of neural networks are the dominant sequence transduction models based on?

  • Convolutional neural networks
  • Recurrent neural networks
  • Attention mechanisms
  • Both recurrent and convolutional neural networks (correct)

    • What is the main advantage of the Transformer architecture compared to the best performing models?

  • It achieves higher BLEU scores
  • It is more parallelizable (correct)
  • It requires less time to train
  • It includes both recurrent and convolutional neural networks

    • What is the BLEU score achieved by the model on the WMT 2014 English-to-German translation task?

  • 3.5
  • 41.8
  • 28.4 (correct)
  • 2

    • How does the Transformer architecture differ from other models in terms of recurrence and convolutions?

    <p>It does not include recurrence or convolutions</p> Signup and view all the answers

    What is the training duration of the model on eight GPUs for the WMT 2014 English-to-French translation task?

    <p>3.5 days</p> Signup and view all the answers

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