Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware

Author:

Pati Suchita1,Aga Shaizeen2,Islam Mahzabeen2,Jayasena Nuwan2,Sinclair Matthew D.1

Affiliation:

1. University of Wisconsin-Madison

2. Advanced Micro Devices, Inc.

Publisher

IEEE

Reference81 articles.

1. Context is Everything: Why Maximum Sequence Length Matters,2022

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3. Language Models are Few-Shot Learners;brown;Advances in Neural Information Processing Systems ser NeurIPS,2020

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5. Palm: Scaling language modeling with pathways;chowdhery,2022

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