On the Transformer Growth for Progressive BERT Training

Keyphrases

• Transformer 100%
• Computational Complexity 33%
• Network Growth 33%
• Large Animal Model 33%
• Practical Guidance 33%
• Single-dimension 33%
• Controlled Comparison 33%
• Operator Selection 33%
• Low-cost Model 33%
• Pre-trained Language Model 33%
• Large Language Models 33%
• Progressive Training 33%
• Network Architecture Search 33%
• Compound Scaling 33%
• Compound Growth 33%

Computer Science

• Bidirectional Encoder Representations From Transformers 100%
• Growth Operator 66%
• Computational Complexity 33%
• Multiple Dimension 33%
• Speed-up 33%
• Network Architecture 33%
• Language Modeling 33%
• Selection Operator 33%

Engineering

• Computational Complexity 100%