CUDA C++ Programming Model Fundamentals
KernelsCUDA C++ extends the standard C++ language by allowing the definition of kernels. A kernel is a function that, when called, is executed N times in parallel by N different CUDA threads, as opposed to a regular C++ function which executes only once. Kernels are defined using the __global__ declaration specifier and are invoked using a spec ...
Posted on Sat, 09 May 2026 18:28:05 +0000 by ciber
Setting Up Darknet with YOLO on Ubuntu
GPU Driver Installation
Identify your NVIDIA GPU model and download the appropriate driver from NVIDIA's official site. For example, with a GTX 1080 Ti:
Remove any exisitng NVIDIA drivers:
sudo apt-get remove --purge nvidia\*
Disable the open-source nouveau driver by creating a blacklist file:
sudo tee /etc/modprobe.d/blacklist-nouveau.conf &l ...
Posted on Fri, 08 May 2026 10:06:42 +0000 by yuws
Troubleshooting Common Issues in Docker GPU Training Environments
Checking Your System Configuration
To begin, verify your system's configuration with these commands:
Check the kernel version used by your NVIDIA driver:
cat /proc/driver/nvidia/version
View installed NVIDIA packages:
cat /var/log/dpkg.log | grep nvidia
List all NVIDIA drivers installed:
sudo dpkg --list | grep nvidia-*
Problem 1: NVML Initial ...
Posted on Thu, 07 May 2026 08:30:34 +0000 by harsha