Category: NVIDIA CUDA / GPU Programming
Run nvprof from Command Prompt | Windows Environment | CUDA Toolkit 9 | CUDA Education
Donate The following video goes through how to run nvprof from the command prompt. I am in a Windows environment with CUDA Toolkit 9 and Visual Studio 2017 installed. Subscribe to the Cuda Education YouTube channel, follow on twitter @cudaeducation […]
Transfer Data from Device to Host using CUDA | CUDA Education | cudaMalloc | CUDA Tutorial |
A very simple example of transferring data from the device (GPU) to the host (CPU) using CUDA. If you have any questions, contact me on twitter @cudaeducation or comment on the YouTube video. Download code: CUDA Transfer Data from Host to […]
Battlefield V Gameplay with GeForce RTX 2080 Ray Tracing!
Ray tracing is the latest and greatest technology in graphics processing today. It’s all made possible by nVidia graphics cards running CUDA. Just a little motivation for everyone to keep learning how to program the graphics chips. No can see […]
GPU vs CPU Programming | CUDA Programming Introduction | nVidia CUDA Overview | YouTube Video Walkthrough
A quick comparison of GPU programming vs. CPU programming and the battles one has to face when programming in parallel.
NVIDIA DeepStream SDK | Video Analytics Application Development | CUDA TensorRT
Use the nVidia DeepStream SDK to identify objects such as a car’s color, type and make using artificial intelligence. It uses CUDA to pre-process the data and gain insights through TensorRT. It is available for nVidia Tesla and Jetson. DeepStream […]
CUDA GPU Occupancy Calculator
Just discovered the CUDA GPU Occupancy Calculator spreadsheet that will help you increase the occupancy ratio of your applications. Occupancy is defined as [active warps]/[maximum warps]. You will always want your device cores to be used to its fullest potential […]
OpenGL Introduction for CUDA Programmers
Hey everyone. I just stumbled across an excellent introduction to OpenGL to CUDA programmers. It is a great way to bridge the gap between GPU programming and graphics visualization. I learned a lot myself.. http://www.nvidia.com/content/gtc/documents/1055_gtc09.pdf Remember to donate to the […]
CUDA Dynamic Parallelism using Visual Studio 2017 on a Windows based machine
UPDATE: This video and content applies to CUDA Toolkit 9. I have since moved to CUDA Toolkit 10 and I didn’t have any of these issues. So you are combing through the internet trying to find a way to successfully […]
CUDA Programming Example | 20 Million Array Addition | CUDA Tutorial | CUDA Array Addition [UPDATED]
The following code is basically taking an array with 20 million integers and adding all the numbers together to get a final answer. I have heavily commented the code for your convenience. CREDIT: Professional CUDA C Programming by John […]