cuBLAS and cuSPARSE

Master cuBLAS (dense) and cuSPARSE (sparse) linear algebra on GPU. Learn GEMM tuning, batched ops, mixed precision, and the patterns for max FLOPS.

Start Topic → View All Lessons

6

Lessons

💻

Code Examples

✅

Production-Ready

100%

Free

Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

cuBLAS Overview

Beginner

GEMM Performance Tuning

Advanced

Batched GEMM Patterns

Intermediate

cuSPARSE Overview

Intermediate

Mixed Precision GEMM

Advanced

Tensor Cores vs CUDA Cores

Advanced