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Lecture
Advanced Multiprocessor Architecture
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GPUs: Architecture and Programming
Explores GPU architecture, multithreading, SIMD processors, and CUDA programming for parallel computing.
Multiprocessors: Overview and Challenges
Covers the evolution and challenges of multiprocessors, emphasizing energy efficiency, parallel programming, cache coherence, and the role of GPUs.
GPUs: Multithreading and Architecture
Explores GPUs' architecture, multithreading, and their role in machine learning, discussing limitations and future trends.
GPUs: Architecture and Programming
Explores GPUs' architecture, CUDA programming, image processing, and their significance in modern computing, emphasizing early start and correctness in GPU programming.
Memory Consistency Models: Performance Impact and Parallel Computing
Covers memory consistency models, parallel computing, atomic subroutines, GPU architecture, and multithreading.
Introduction to Multiprocessor Architecture
Covers multiprocessor architecture, sustainable computing, AI model training impact, and parallel programming fundamentals.
Introduction to Multiprocessor Architecture
Introduces the fundamentals of multiprocessor architecture, covering post-Moore servers, sustainable datacenters, parallel programming, and GPU utilization.
Parallel Computing: Principles and OpenMP
Covers the principles of parallel computing and introduces OpenMP for creating concurrent code from serial code.
GPUs: Introduction to CUDA
Introduces the basics of GPUs, CUDA programming, and thread synchronization for parallel computing applications.
GPU Introduction: Performance and Programming
Explores the motivation and advantages of using GPUs for computation, focusing on their performance and programming through CUDA.