AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models

Amrit Nagarajan, Sanchari Sen, Jacob R. Stevens, Anand Raghunathan. AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models. In International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022. pages 1-8, IEEE, 2022. [doi]

Abstract

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