Work

Substitution of kernel functions based on pattern matching on schedule trees

Year: 2024

Type: conference-paper

Abstract: With the rise of AI, computing hardware with varying architectures has emerged. For some frequently used AI kernels, these hardwares provide special accelerators and related instructions. For example, since the Volta architecture, Nvidia GPUs have provided tensor cores to optimize operations related to matrix multiplication. The vector extension of the RISC-V architecture provides instruction-level parallelism for kernels.

DOI: 10.1145/3677333.3678152

Authors: Zi-Xuan Chen, Wuu Yang

Institution: National Yang Ming Chiao Tung University

Language: English

Topic: Parallel Computing and Optimization Techniques

Subfield: Hardware and Architecture

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Funder: Ministry of Science and Technology, Taiwan

Award: G4213487846

OpenAlex ID: W4401454477

FWCI:

Cites: 7

Cited by:

Related to: 10