high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » paper

Fast Detection of Overlapping Communities via Online Tensor Methods on GPUs

Furong Huang, Niranjan U N, Mohammad Umar Hakeem, Prateek Verma, Animashree Anandkumar

View

Download (PDF)

Tags: Computer science, CUDA, CULA, Machine learning, nVidia, nVidia Quadro K4000, nVidia Quadro K5000

September 9, 2013 by hgpu

Acceleration of iterative Navier-Stokes solvers on graphics processing units

Tomczak, T., Zadarnowska, K., Koza, Z., Matyka, M., Miroslaw, L.

View

Download (PDF)

Tags: CUDA, Finite volume method, Fluid dynamics, GPU, hardware acceleration, incompressible flow, Navier-Stokes solvers, OpenFOAM, operator splitting, Parallelization, PISO, SIMPLE

September 9, 2013 by Vratis

A Bi-objective Optimization Framework for Query Plans

P. Przymus, K. Kaczmarski, K. Stencel

View

Download (PDF)

Tags: Heterogeneous systems, Performance, Programming techniques

September 7, 2013 by hgpu

GPU-based simulation of brain neuron models

H. A. Du Nguyen

View

Download (PDF)

Tags: CUDA, Neural networks, Neuroscience, nVidia, nVidia GeForce GT 640, Review, Tesla C2075, Thesis

September 7, 2013 by hgpu

Comparison and Analysis of GPU Energy Effciency For CUDA and OpenCL

J. Jackson

View

Download (PDF)

Tags: CUDA, nVidia, nVidia GeForce 9800 GT, OpenCL, Power-efficient computing

September 7, 2013 by hgpu

D5.5.3 – Design and implementation of the SIMD-MIMD GPU architecture

J. Lucas, S. Lal, M. Alvarez-Mesa, A. Alhossini, B. Juurlink

View

Download (PDF)

Tags: CUDA, Performance, Power-efficient computing

September 7, 2013 by hgpu

Combining recent HPC techniques for 3D geophysics acceleration

L. Boillot, E. Agullo, G. Bosilca, H. Calandra

View

Download (PDF)

Tags: Geoscience, Intel Xeon Phi, Seismic modeling

September 7, 2013 by hgpu

D5.5.2 – Architectural Techniques to exploit SLACK & ACCURACY trade-offs

S. Kaxiras, G. Keramidas, K. Koukos

View

Download (PDF)

Tags: Benchmarking, Memory, Power-efficient computing

September 6, 2013 by hgpu

A Survey on GPU System Considering its Performance on Different Applications

D. Londhe, P. Barapatre, N. Gholap,S. Das

View

Download (PDF)

Tags: CUDA, nVidia, Performance, Review

September 6, 2013 by hgpu

Phase Aware Memory Scheduling

C. Sangani, M. Venkatesan, R. Ramesh

View

Download (PDF)

Tags: Heterogeneous systems, Memory, Memory model

September 6, 2013 by hgpu

Skew Handling in Aggregate Streaming Queries on GPUs

G. Koutsoumpakis, I. Koutsoumpakis, A. Gounaris

View

Download (PDF)

Tags: CUDA, Databases, nVidia, nVidia GeForce GTX 460, nVidia GeForce GTX 550 Ti, Performance

September 6, 2013 by hgpu

Percolation study of samples on 2D lattices using GPUs

D.A. Matoz-Fernandez, P.M. Pasinetti, A.J. Ramirez-Pastor

View

Download (PDF)

Tags: CUDA, Materials Science, Mathematics, nVidia, nVidia GeForce GTX 480, Physics

September 6, 2013 by hgpu

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

* * *

high performance computing on graphics processing units: hgpu.org

Applications

Fast Detection of Overlapping Communities via Online Tensor Methods on GPUs

Acceleration of iterative Navier-Stokes solvers on graphics processing units

A Bi-objective Optimization Framework for Query Plans

GPU-based simulation of brain neuron models

Comparison and Analysis of GPU Energy Effciency For CUDA and OpenCL

D5.5.3 – Design and implementation of the SIMD-MIMD GPU architecture

Combining recent HPC techniques for 3D geophysics acceleration

D5.5.2 – Architectural Techniques to exploit SLACK & ACCURACY trade-offs

A Survey on GPU System Considering its Performance on Different Applications

Phase Aware Memory Scheduling

Skew Handling in Aggregate Streaming Queries on GPUs

Percolation study of samples on 2D lattices using GPUs

Recent source codes

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

True 4-Bit Quantized CNN Training on CPU

cuFuzz: A GPU-oriented coverage-guided fuzzer for userland CUDA application

KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization

Most viewed papers (last 30 days)