Installing TensorFlow 1.x and 2.x with CPU and GPU Support on Windows and Linux
Prerequisites and Overview
This guide covers the installation of TensorFlow versions 1.15 and 2.16.1 using the conda package manager. The procedures are consistent across Windows 10 and Ubuntu 22.04 LTS. It is updated as of March 2024. CPU and GPU configurations are detailed.
System and Software Requirements
1. Conda Installation
Install Anacon ...
Posted on Sat, 16 May 2026 03:14:38 +0000 by Noctule
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