Venkat Ramanvenkat.eu·Apr 8, 2024CPU & GPU - The BasicsIntroduction In this article, we'll go through some fundamental low level details to understand why GPUs are good at Graphics, Neural Network and Deep Learning tasks and CPUs are good at wide number of sequential, complex general purpose computing ta...DiscussAI
Kevin NaidooProkevincoder.co.za·Nov 17, 2023How to install NVIDIA drivers for machine learning on UbuntuA common pain point for setting up servers to run AI models - is getting the NVIDIA drivers to work correctly with Pytorch and other machine-learning libraries. In this guide, I will walk you through some installation steps you need to run to get you...Discuss·79 readsNVIDIA
Mithilesh Gaikwadesymith.hashnode.dev·Oct 17, 2023CUDA for Embedded Systems: Accelerating Performance with GPU'sEmbedded systems, compact computers that power a wide range of devices, are increasingly expected to handle complex tasks. These tasks can include image processing, computer vision, artificial intelligence, and much more. To meet these demands, devel...Discuss·137 readsGPU
Mirza BilalPromirzabilal.com·Sep 9, 2023Why Your AWS Deep Learning AMI is Holding You Back and How to FixIf you're exploring your options for Deep Learning on AWS, you've likely considered using Deep Learning AMIs (Amazon Machine Images) to simplify your setup. Although pre-configured environments can be a good starting point and look like a no-brainer,...Discuss·213 readsAWS
Mirza BilalPromirzabilal.com·Sep 4, 2023Deep Learning with “AWS Graviton2 + NVIDIA Tensor T4G” for as low as free* with CUDA 12.2* The “as low as free” tagline is based on *g5g.xlarge* spot instance rates, which have been as low as $0.1519/hr. Introduction The world we live in today heavily relies on artificial intelligence. From vacuum bots to sales support, from self-drivin...Discuss·1 like·945 readsAWS
Sz-Cheng Yanglamuyang.hashnode.dev·Jun 7, 2023Linux 修復顯卡驅動問題當以下指令都失效時,開始一步一步檢查問題 > nvcc -V zsh: command not found: nvcc > nvidia-smi NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver. Make sure that the latest NVIDIA driver is installed and running. 確認 cuda 是否有在 $PATH 中。 > echo...Discuss·10 likes·36 readsLinux
Paritosh Tripathidrak.hashnode.dev·Dec 9, 2022Cuda Programminghttps://github.com/paritoshtripathi935 Introduction to CUDA Programming CUDA is a parallel computing platform and programming model developed by NVIDIA. It enables developers to leverage NVIDIA GPUs' power to accelerate applications' computation. ...Discuss·1 like·116 readscuda
Siddhi Gatesiddhigate.hashnode.dev·Dec 4, 2022How to run CUDA and OpenMP code on Google ColaboratoryAs a Computer Science student, I was excited to learn about the possibilities of using Google Colab's free cloud platform to run my CUDA and OpenMP code. However, when I tried to use Colab to run my CUDA and OpenMP-accelerated code, I encountered a n...Kedar Basutkar and 1 other are discussing this2 people are discussing thisDiscuss·27 likes·2.2K readsComputer Science 🖥️openmp
Robin kumarthecoderbro.hashnode.dev·Jul 26, 2022How to Install TensorFlow with Cuda and cuDNN support in WindowsHey guys, In this blog we will see how we can install Tensorflow with CUDA and cuDNN. This process can be really tricky and frustrating if you are doing it for the very first time. So without any further due, let’s do it… Step 1 — Decide versions for...Discuss·50 readstensorflow-gpu
DivakarforOpen Source Devrexdivakar.hashnode.dev·Jan 26, 2021Common problems and solutions of TensorFlow GPU installationWhen i first started using Tensorflow GPU setup, I often encounter problems. I have installed it several times and often encounter the same or similar problems. So I plan to record it and hope it can help others… Inconsistent Libraries Initially i u...Discuss·30 readsDeep Learning