A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

no code implementations • 6 Oct 2023 • Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka

However, the comparative performance of these AI accelerators on large language models has not been previously studied.

Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation

1 code implementation • 11 Apr 2023 • Gaurav Verma, Siddhisanket Raskar, Zhen Xie, Abid M Malik, Murali Emani, Barbara Chapman

Tuning tensor program generation involves searching for various possible program transformation combinations for a given program on target hardware to optimize the tensor program execution.

Transfer Learning