Articles by Tag #cuda
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Demystifying GPUs: From Core Architecture to Scalable Systems
Table of Contents Motivation Optimization goal of GPUs Key concepts of GPUs - software and...
Snooping on your GPU: Using eBPF to Build Zero-instrumentation CUDA Monitoring
A deep dive into building a zero-instrumentation GPU monitoring tool using eBPF, complete with memory leak detection and kernel launch tracking.
CUDA Series (1/3)
olcf's CUDA series 01. CUDA C Basics slide Host: The CPU and its memory Device:...
Using Polars/Tensorflow with NVIDIA GPU (CUDA), on Windows using WSL2
First and foremost, let me know if I missed something, or got something wrong, or if you have...
OpenMP Data-Sharing Clauses: Differences Explained
1. private Purpose: Each thread gets its own uninitialized copy of the...
Running Nvidia COSMOS on A100 80Gb
Video Example https://youtube.com/shorts/9dOihUzSSho How to run Nvidia Cosmos on Ubuntu...
NVIDIA CUDA Toolkit 12.8
CUDA(Compute Unified Device Architecture)는 여러분들도 잘 아시다시피, NVIDIA의 GPU를 활용해 병렬 계산을 수행할 수 있도록 해주는 프로그래밍...
Upcoming update for gpumkat
Testing functionality and more is coming to gpumkat soon https://github.com/MetalLikeCuda/gpumkat
Custom CUDA Kernels Outperforming cuBLAS: Deep Dive into GPU Memory Optimization for Small-Batch ML Workloads
Developed specialized CUDA kernels for financial ML inference that achieve 93,563 operations/second...
Coalesced Memory Access in CUDA for High-Performance Computing
When developing CUDA applications, efficient memory usage is crucial to unlocking the full...
Qt error when opening ncu-ui
If you got this when callling ncu-ui: Cannot mix incompatible Qt library (5.15.3) with this...
Accelerating Data Processing with Grid Stride Loops in CUDA
As the demand for processing large datasets increases, achieving high performance becomes critical....
Cuda help
Hi, I am a investor in an Ai depin project in crypto and the CIO is looking for help and will pay.We...
"A wild goose never laid a tame egg" - I rebuild the Xerxes DDoS Tool
🚀 I Built the Ultimate DoS Tool Using 4x RTX 4090s - And It's 1,200x Faster Than the...
"Learn HPC with me" kickoff
Hey there! Manish here on the other side. I am not really gonna introduce myself. Here's my...
Building a JS pytorch clone with CUDA
I had actually wanted part 2 to be a WebGPU implementation and started poking at the CUDA version...
Accelerating Python with Numba - Introduction to GPU Programming
Python has established itself as a favorite among developers due to its simplicity and robust...
Global vs Static in C++
Key Differences Aspect Global Variable Static Variable Scope Accessible throughout...
Building a JS pytorch clone: Performance investigation
One thing that we haven't done is some benchmarking. For this I though I'd start with a simple...
WSL2 TensorFlow GPU Setup – RTX 4060 + Ubuntu 22.04 + CUDA 12.2 + cuDNN
🛠 Prereqs: WSL2 enabled on Windows NVIDIA GPU driver (≥ v535) installed on Windows Ubuntu...
CUDA Deep Dive: Demystifying Kernels, Thread Hierarchies, and the GPU Execution Model: P-1
CUDA Deep Dive: Demystifying Kernels, Thread Hierarchies, and the GPU Execution Model:...
Installing TensorFlow 2.19 with GPU support on Fedora 42
This post aims to be a simple guide on how to install TensorFlow 2.19 with GPU support on Fedora...
Accelerating OpenCV with CUDA on Jetson Orin NX: A Complete Build Guide
What do we have right out of the box? The NVIDIA Jetson Orin NX is a powerful, community...
Just finished my GGUF-Shard
I'm happy to announce my latest open‑source project Sharded Suite it's sharding + caching system that...
CUDA Series (2/3)
6. CUDA Unified Memory = Managed Memory slide lecture subsidiary 6.1...
Implementing DeepSeek-R1 Tool Calls with OpenWebUI and Llama.cpp for Local AI Workflows
The latest advancements in AI technology have brought exciting news for developers and AI...
#Day1 of My Journey to Google
Hi everyone! I'm Reenmayee, a 2nd-year BTech student, and today I’m starting my 3-month learning...
Introducing a project called metal like cuda
Introducing a project called metal like cuda where the aim is to bring metal closer to the...
Single bash script to install CUDA 12.8 on Ubuntu
As a developer working with NVIDIA GPUs, you know how crucial it is to have the right CUDA toolkit...