CUDA Tutorials
Offered By: YouTube
Course Description
Overview
Dive into a comprehensive tutorial series on programming NVIDIA GPUs with CUDA, covering essential topics from introduction to advanced concepts. Learn the basics and write your first kernel, understand threads, thread blocks, and grids, explore memory management, and implement embarrassingly parallel algorithms. Gain insights into shared memory usage, bank conflicts, and blocking techniques. Conclude with an introduction to the Thrust library, equipping you with the skills to harness the power of NVIDIA GPUs for parallel computing tasks.
Syllabus
NVIDIA CUDA Tutorial 1: Introduction.
NVIDIA CUDA Tutorial 2: Basics and a First Kernel.
NVIDIA CUDA Tutorial 3: Display Driver has Stopped Working and has Recovered.
NVIDIA CUDA Tutorial 4: Threads, Thread Blocks and Grids.
NVIDIA CUDA Tutorial 5: Memory Overview.
NVIDIA CUDA Tutorial 6: An Embarrassingly Parallel Algorithm 1.
NVIDIA CUDA Tutorial 7: An Embarrassingly Parallel Algorithm 2.
NVIDIA CUDA Tutorial 8: Intro to Shared Memory.
NVIDIA CUDA Tutorial 9: Bank Conflicts.
NVIDIA CUDA Tutorial 10: Blocking with Shared Memory.
CUDA Tutorial 11: Thrust Library Intro.
Taught by
Creel
Related Courses
High Performance ComputingGeorgia Institute of Technology via Udacity Fundamentals of Accelerated Computing with CUDA C/C++
Nvidia via Independent High Performance Computing for Scientists and Engineers
Indian Institute of Technology, Kharagpur via Swayam CUDA programming Masterclass with C++
Udemy Neural Network Programming - Deep Learning with PyTorch
YouTube