Business Wire

SiFive’s New RISC-V IP Combines Scalar, Vector and Matrix Compute to Accelerate AI from the Far Edge IoT to the Data Center

SANTA CLARA, Calif.--(BUSINESS WIRE)--Further expanding SiFive’s lead in RISC-V AI IP, the company today launched its 2nd Generation Intelligence™ family, featuring five new RISC-V-based products ...
Design-Reuse

New X100 Series Joins Upgraded X200, X300 and XM IP to Address Growing Demand for RISC-V AI Solutions

Santa Clara, Calif. – Further expanding SiFive’s lead in RISC-V AI IP, the company today launched its 2nd Generation Intelligence™ family, featuring five new RISC-V-based products designed to ...
IEEE

FPGA Implementation of Sparse Matrix Vector Multiplication with Small-Scale Matrix Element Router

Abstract: Sparse Matrix Vector multiplication (SpMV) is a fundamental operation in various computational science applications, characterized by a significant degree of inherent parallelism. Recent ...
IEEE

EMMFormer: Secure Transformer Inference with Efficient Matrix Multiplication

Abstract: Transformer has been widely applied across various domains due to its outstanding performance, driving the development of numerous application services. However, in many real-world scenarios ...
The Daily News

SiFive’s New RISC-V IP Combines Scalar, Vector and Matrix Compute to Accelerate AI from the Far Edge IoT to the Data Center

Further expanding SiFive’s lead in RISC-V AI IP, the company today launched its 2nd Generation Intelligence™ family, featuring five new RISC-V-based products designed to accelerate AI workloads across ...
GitHub

QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models

QiMeng-GEMM is an innovative approach to automatically generate high-performance matrix multiplication (GEMM) code using LLMs. This codebase provides a comprehensive solution for efficiently computing ...
www.cs.cmu.edu

10-301/601: Introduction to Machine Learning Primer

Welcome to the 10-301/601: Introduction to Machine Learning primer! This website serves as a supplementary tool for students enrolled in the course, providing quick references and explanations for ...