2 papers
cs.CL2025
ML-Triton, A Multi-Level Compilation and Language Extension to Triton GPU Programming
Dewei Wang, Wei Zhu, Liyang Ling +5
In the era of LLMs, dense operations such as GEMM and MHA are critical components. These operations are well-suited for parallel execution using a tilebased approach. While traditi…
cs.PL2023
Experiences Building an MLIR-based SYCL Compiler
Ettore Tiotto, Víctor Pérez, Whitney Tsang +5
Similar to other programming models, compilers for SYCL, the open programming model for heterogeneous computing based on C++, would benefit from access to higher-level intermediate…