Lectures related to ROCm | EPFL Graph Search

Singularity Container Setup for Jupyter Notebook

Covers the setup of a Singularity container to run a Jupyter notebook, including SSH connections and software announcements.

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.

GPU Memory Hierarchy: Optimization

Explores GPU memory hierarchy, CUDA processing flow, optimizations, and parallelism efficiency on GPUs.

Intraday Data Analysis

Covers intraday data analysis, systematic studies, debugging, multicore computing, GPU programming, and correlation computation with GPUs.

GPUs: Introduction to CUDA

Introduces the basics of GPUs, CUDA programming, and thread synchronization for parallel computing applications.

Leveraging NVMe for GPU Query Processing

Delves into leveraging NVMe storage for GPU query processing beyond main memory.

GPU Advanced: Memory Management and Optimization

Explores advanced GPU memory management, CUDA programming, and data-parallel computing for optimizing performance.