11 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.DS2024★ 11 cited
Optimal Kernel Orchestration for Tensor Programs with Korch
Muyan Hu, Ashwin Venkatram, Shreyashri Biswas +7
Kernel orchestration is the task of mapping the computation defined in different operators of a deep neural network (DNN) to the execution of GPU kernels on modern hardware platfor…
cs.LG2023★ 2 cited
PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR
Zixuan Ma, Haojie Wang, Jingze Xing +7
Deep neural networks (DNNs) are of critical use in different domains. To accelerate DNN computation, tensor compilers are proposed to generate efficient code on different domain-sp…
cs.LG2022
OLLIE: Derivation-based Tensor Program Optimizer
Liyan Zheng, Haojie Wang, Jidong Zhai +7
Boosting the runtime performance of deep neural networks (DNNs) is critical due to their wide adoption in real-world tasks. Existing approaches to optimizing the tensor algebra exp…