SpMV GPU Optimization — Documentation

Welcome to the SpMV GPU Optimization project documentation.

Contents:

• Sparse Matrix Data Structures
  • Introduction
  • CSR (Compressed Sparse Row) Format
  • COO (Coordinate) Format
  • COO to CSR Conversion
  • Dense Vector
  • API Reference
  • References
• Matrix Market Format and Parser
  • Overview
  • Format Specification
  • Parsing Algorithm
  • Error Handling
  • API Reference
  • References
• Timer Utilities
  • Overview
  • CPUTimer: OpenMP Wall-Clock Timer
  • GPUTimer: CUDA Event-Based Timer
  • API Reference
  • Performance Measurement Best Practices
  • References
• CPU SpMV Implementations
  • Overview
  • SpMV in CSR Format
  • Serial Implementation (spmv_cpu_serial)
  • OpenMP Parallel Implementation (spmv_cpu_omp)
  • Vector Utility Functions
  • API Reference
  • Performance Characterization
  • References
• GPU SpMV Optimization — Literature Review
  • Paper Summaries
  • GPU Kernels
• Indices and tables

Indices and tables

• Index

• Module Index

• Search Page