Gentle introduction to GPUs inner workings
Points: 447 | Comments: 55 | Author: ingve
World Leader in Artificial Intelligence Computing | NVIDIA
NVIDIA GeForce RTX™ powers the world’s fastest GPUs and the ultimate platform for gamers and creators. Enjoy beautiful ray tracing, AI-powered DLSS, and much more in games and applications, …
Meta and AMD Partner for Longterm AI Infrastructure Agreement
Feb 24, 2026 · We’re announcing a long-term agreement with AMD to power our AI infrastructure with up to 6GW of AMD Instinct GPUs, helping us build a flexible, resilient tech stack for our AI workloads.
NVIDIA GeForce RTX 50 Series Gaming PCs - CyberPowerPC
Custom gaming PCs with the game changing power of NVIDIA GeForce RTX 50 Series GPUs.
Gaming Laptops - CyberPowerPC
Explore CyberPowerPC gaming laptops. Select from a range of our Tracer gaming laptops with the latest Intel processors and NVIDIA GPUs.
Comparing CPU and GPU compute of PERMANOVA on MI300A
Comparing the tradeoffs of CPU and GPU compute for memory-heavy algorithms is often challenging, due to the drastically different memory subsystems on host CPUs and discrete GPUs. The AMD MI300A is an exception, since it sports both CPU and GPU cores...
A Unified CPU-GPU Protocol for GNN Training
Training a Graph Neural Network (GNN) model on large-scale graphs involves a high volume of data communication and computations. While state-of-the-art CPUs and GPUs feature high computing power, the Standard GNN training protocol adopted in existing...
CPU and/or GPU: Revisiting the GPU Vs. CPU Myth
Parallel computing using accelerators has gained widespread research attention in the past few years. In particular, using GPUs for general purpose computing has brought forth several success stories with respect to time taken, cost, power, and other...
ARM-software/ComputeLibrary
The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies. (⭐ 3121)
New Compute Engine A2 VMs–First Nvidia Ampere A100 GPUs in the Cloud
Points: 102 | Comments: 79 | Author: boulos
Profiling Apple Silicon Performance for ML Training
Apple Silicon has attracted much attention for its performance and role in machine learning (ML) training. Unlike NVIDIA GPUs, which have traditionally dominated ML training, Apple Silicon has a significant difference in memory architecture. It uses...
Bandicoot: C++ Library for GPU Linear Algebra and Scientific Computing
This report provides an introduction to the Bandicoot C++ library for linear algebra and scientific computing on GPUs, overviewing its user interface and performance characteristics, as well as the technical details of its internal design. Bandicoot...
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Mo…
Recent works have demonstrated great success in pre-training large-scale autoregressive language models on massive GPUs. To reduce the wall-clock training time, a common practice is to increase the batch size and learning rate. However, such practice...
ROCm/ROCmValidationSuite
A system validation and diagnostics tool for monitoring, stress testing, detecting, and troubleshooting issues impacting AMD GPUs in high-performance computing environments (⭐ 96)
Xtra-Computing/thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs (⭐ 1620)
Seer: Predictive Runtime Kernel Selection for Irregular Problems
Modern GPUs are designed for regular problems and suffer from load imbalance when processing irregular data. Prior to our work, a domain expert selects the best kernel to map fine-grained irregular parallelism to a GPU. We instead propose Seer, an ab...
ProjectPhysX/FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use. (⭐ 4915)
An entropy stable discontinuous Galerkin method for the shallow water equations on curvili…
We extend the entropy stable high order nodal discontinuous Galerkin spectral element approximation for the non-linear two dimensional shallow water equations presented by Wintermeyer et al. [N. Wintermeyer, A. R. Winters, G. J. Gassner, and D. A. Ko...
AMD Software: Adrenalin Edition 25.30.17.02 for Expanded Vulkan ...
Jan 23, 2026 · VK driver jumps from 1.4.329 in Adrenalin 26.1.1 to 1.4.337. Might be useful overall for DXVK, Zink and maybe VDK3D if someone figures how to make it work on AMD GPUs on Windows …
THE NVIDIA AI GPU BLACK MARKET | Investigating Smuggling, Corruption, & Governments
GamersNexus investigative report >NVIDIA (NVDA) GPUs have become so in-demand for so-called "AI" workloads that a black market has emerged around them. Where there's prohibition, there's smuggling...