Moses, William S.
- Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions
2018/02/13 by Nicolas Vasilache, Oleksandr Zinenko, Vasilache, Nicolas +15 · 1 voice · 35 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Tensor decomposition and applications #cs.LG #cs.PL
- High-Performance GPU-to-CPU Transpilation and Optimization via High-Level Parallel Constructs
2022/07/01 by William S. Moses, Ivan R. Ivanov, Moses, William S. +9 · 2 citations
Computer Science · #Distributed #Distributed and Parallel Computing Systems #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- The MLIR Transform Dialect. Your compiler is more powerful than you think
2024/09/05 by Martin Paul Lücke, Олександр Зіненко, Lücke, Martin Paul +7 · 3 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Semantic Web and Ontologies
- The Quantum Tortoise and the Classical Hare: A simple framework for understanding which problems quantum computing will accelerate (and which it will not)
2023/10/24 by Sukwoong Choi, Choi, Sukwoong, William S. Moses +3 · 3 citations
Computer Science · #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #Data Structures and Algorithms (cs.DS) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Physical sciences #General Economics (econ.GN) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)