Stevens, Jacob R.

Softermax: Hardware/Software Co-Design of an Efficient Softmax for Transformers

Stevens, J. R., Venkatesan, R., Dai, S., Khailany, B., & Raghunathan, A. (2021) · 2021 58th ACM/IEEE Design Automation Conference (DAC)

Advanced Neural Network ApplicationsParallel Computing and Optimization Techniques

Cited by 148

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

Nagarajan, A., Sen, S., Stevens, J. R., & Raghunathan, A. (2022) · 2022 International Joint Conference on Neural Networks (IJCNN)

Advanced Neural Network ApplicationsTopic Modeling

Cited by 3