NovitaAInovita.hashnode.dev·Jul 18, 2024CUDA 12.1: Powerful Engine Driving GPU PerformanceKey Highlights Key Highlights of the CUDA: Better performance and efficiency for AI and machine learning apps Enhanced compute capabilities for both GPU and CPU Improvements in CUDA graphs for smarter management and optimization Addition of new l...DiscussGPU
Kashififkash.hashnode.dev·Jun 22, 2024Introduction to CUDA Programming: A Beginner's GuideThis is an attempt to start a new series on CUDA programming! If you're curious about accelerating your computing tasks using GPUs, CUDA (Compute Unified Device Architecture) is an incredibly powerful tool to explore. Whether you're a developer, rese...Discuss·13 likes·174 readscuda
Brian KingProsolodev.app·May 27, 2024Installing WhisperAI from OpenAI... for FREE.TL;DR. This post guides me through the process of installing WhisperAI from OpenAI for FREE. It covers prerequisites like a Debian-based Linux distro and Miniconda, steps to update my system, and installing essential technologies such as FFmpeg, CUDA...Discuss·31 readsThe AI SeriesWhisperAI
Zibran Zarif Amiozibranzarif.hashnode.dev·May 24, 2024Training PyTorch Models on Your Local GPU and Deploying to Hugging FaceTraining deep learning models can be a time-consuming and resource-intensive task, especially when dealing with large datasets and complex architectures. Many developers and researchers rely on cloud-based platforms like Google Colab to train their m...Discusspytorch
Alex Stonebsr.hashnode.dev·May 9, 2024Solve the version conflicts between the Nvidia driver and CUDA toolkitDealing with Nvidia GPU drivers and CUDA software can get tricky. Sometimes, when you update CUDA or your Linux system, it messes up your GPU drivers. So, when that happens, we often have to hunt around online for fixes. It can take a bit of time and...Discusscuda toolkit
Spheron NetworkforSpheron's Blogblog.spheron.network·May 7, 2024Enhancing GPU Networks: Challenges, Future Improvements, and OverviewThe GPU Network is a game-changer in today's digital world that revolutionizes data processing and connectivity. This powerful technology is popular among computer enthusiasts and industry insiders thanks to its unparalleled speed, efficiency, and li...DiscussGPUGPU
Venkat Ramanvenkat.eu·Apr 18, 2024The power of Mechanical Sympathy in Software EngineeringIntroduction Modern software programming languages, compilers, and frameworks abstract away underlying complexities and details, allowing developers to focus on building systems and applications to solve business problems. This design enables enginee...Discuss·123 readsflash attention
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...Discuss·76 readsAI
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·96 readsNVIDIA
Mithilesh GaikwadforMithilesh's Blogesymith.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·133 readsGPU