AI032

Programming Massively Parallel Processors: A Hands-on Approach

Performance Analysis and SIMT Execution

Lecture

Lesson 6

Date

2026-04-22

Teacher

AI Tutor

Duration

60 Mins

Learning Objectives

Evaluate the SIMT execution model's efficiency on parallel workloads
Identify performance bottlenecks related to branch divergence and serialization
Analyze memory latency hiding techniques within warp scheduling
Calculate utilization and occupancy metrics for GPU kernels