Renato Golin
- Slicing Is All You Need: Towards A Universal One-Sided Algorithm for Distributed Matrix Multiplication
2025/10/10 by Benjamin Brock, Renato Golin, Brock, Benjamin +1 · 4 voices
Computer Science · #Algorithm design #Distributed algorithm #Interconnection Networks and Systems #Matrix (chemical analysis) #Matrix multiplication #Operand #Parallel Computing and Optimization Techniques #Partitioned global address space #Replication (statistics) #Set (abstract data type) #Slicing #Stochastic Gradient Optimization Techniques #cs.AI #cs.DC
- Towards a high-performance AI compiler with upstream MLIR
2024/04/15 by Renato Golin, Golin, Renato, Lorenzo Chelini +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- Library Liberation: Competitive Performance Matmul Through Compiler-composed Nanokernels
2025/11/14 by Arun Thangamani, Md Asghar Ahmad Shahid, Thangamani, Arun +9 · 2 voices
Computer Science · #Big Data and Digital Economy #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #cs.LG #cs.PF #cs.PL #cs.SE