high performance computing on graphics processing units: hgpu.org

Ian Karlin, Abhinav Bhatele, Jeff Keasler, Bradford L. Chamberlain, Jonathan Cohen, Zachary DeVito, Riyaz Haque, Dan Laney, Edward Luke, Felix Wang, David Richards, Martin Schulz, Charles H. Still

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Tags: Computer science, CUDA, Heterogeneous systems, MPI, nVidia, Tesla M2050

January 13, 2013 by hgpu

Accelerating Topic Model Training on a Single Machine

Mian Lu, Ge Bai, Qiong Luo, Jie Tang, Jiuxin Zhao

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Tags: Computer science, CUDA, Information Retrieval, Latent Dirichlet allocation, nVidia, nVidia GeForce GTX 280

January 12, 2013 by hgpu

AutoDock-GPU: AutoDock for GPUs and other accelerators

Architecting Tensor Core-Based Reductions for Irregular Molecular Docking Kernels

NCCLX: collective communication framework

Collective Communication for 100k+ GPUs

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

A Performance Portable Matrix Free Dense MTTKRP in GenTen

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

Accelerating cosmological simulations on GPUs: a portable approach using OpenMP

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

ConCuR: Conciseness Makes State-of-the-Art Kernel Generation

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high performance computing on graphics processing units: hgpu.org

Interleaving and Lock-Step Semantics for Analysis and Verification of GPU Kernels

Three Dimensional Fast Fourier Transform CUDA Implementation

Two Approaches to Particle Simulation: OpenMPI and CUDA

Ray Tracing in Real-Time Games

Massively parallelizable list-mode reconstruction using a Monte Carlo-based elliptical Gaussian model

Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search

HiDP: A Hierarchical Data Parallel Language

A master-slave robotic simulator based on GPUDirect

Acceleration of Selective Cationic Antibacterial Peptides computation: A comparison of FPGA and GPU approaches

Toward Practical Real-Time Photon Mapping: Efficient GPU Density Estimation

Exploring Traditional and Emerging Parallel Programming Models using a Proxy Application