high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » paper

Performance Characterization and Optimization of Atomic Operations on AMD GPUs

Marwa Elteir, Heshan Lin, Wu-chun Feng

View

Tags: ATI, ATI Radeon HD 5870, Benchmarking, Computer science, OpenCL, Optimization, Performance, Programming techniques

October 11, 2011 by hgpu

Performance and Power Analysis of ATI GPU: A Statistical Approach

Ying Zhang, Yue Hu, Bin Li, Lu Peng

View

Download (PDF)

Tags: ATI, ATI Radeon HD 5870, Benchmarking, Computer science, Energy-efficient computing, OpenCL, Performance

October 11, 2011 by hgpu

Fast Surface Extraction and Visualization of Medical Images using OpenCL and GPUs

Erik Smistad, Anne C. Elster, Frank Lindseth

View

Download (PDF)

Source codes

Tags: Algorithms, Computer science, CUDA, Medicine, nVidia, nVidia GeForce GTX 460, OpenCL, Package, Rendering, Visualization

October 11, 2011 by hgpu

On the Efficacy of a Fused CPU+GPU Processor (or APU) for Parallel Computing

Mayank Daga, Ashwin M. Aji, Wu-chun Feng

View

Download (PDF)

Tags: APU, ATI, ATI Radeon HD 5450, ATI Radeon HD 5870, Benchmarking, Computer science, Heterogeneous systems, OpenCL, Performance

October 11, 2011 by hgpu

PyPs, a programmable pass manager

Serge Guelton, Mehdi Amini, Ronan Keryell, Beatrice Creusillet

View

Download (PDF)

Tags: Compilers, Computer science, CUDA, FPGA, Heterogeneous systems, nVidia, OpenMP

October 11, 2011 by hgpu

High Performance Parallel Design Based on Session Programming

Nicholas Ng

View

Download (PDF)

Source codes

Tags: Algorithms, Computer science, CUDA, FPGA, Heterogeneous systems, Java, N-body simulation, nVidia, Package, Performance, Tesla, Thesis

October 11, 2011 by hgpu

Static Compilation Analysis for Host-Accelerator Communication Optimization

Mehdi Amini, Fabien Coelho, Francois Irigoin, Ronan Keryell

View

Download (PDF)

Source codes

Tags: Benchmarking, Computer science, CUDA, Numerical simulation, nVidia, OpenMP, Optimization, Package, Tesla C2050

October 11, 2011 by hgpu

Using the CPU to Improve Performance in 3D Applications

Peter Smith

View

Download (PDF)

Tags: Computer science, Performance

October 11, 2011 by hgpu

A tutorial overview on the properties of the discrete cosine transform for encoded image and video processing

Nuno Roma, Leonel Sousa

View

Download (PDF)

Tags: Algorithms, Image processing, Review, Signal processing, Tutorial

October 11, 2011 by hgpu

Computitional intensive Tasks in Multimedia Signal Processing

Yan Liu

View

Download (PDF)

Tags: Algorithms, Compression, CUDA, FFT, nVidia, Overview, Signal processing

October 10, 2011 by hgpu

A GPU-Accelerated Parallel Preconditioner for the Solution of the Boltzmann Transport Equation for Semiconductors

Karl Rupp, Ansgar Jungel, Tibor Grasser

View

Download (PDF)

Tags: Boltzmann equation, Computer science, Differential equations, Factorization, nVidia, nVidia GeForce GTX 580, OpenCL, Partial differential equations, PDEs

October 10, 2011 by hgpu

Anti-parallel Patterns in Fine-grain Data-parallel Programs

Jan Cornelis

View

Download (PDF)

Tags: Benchmarking, Computer science, CUDA, Data parallelism, nVidia, nVidia GeForce 8500 GT, nVidia GeForce GTX 280, Performance, Thesis

October 10, 2011 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

Performance Characterization and Optimization of Atomic Operations on AMD GPUs

Performance and Power Analysis of ATI GPU: A Statistical Approach

Fast Surface Extraction and Visualization of Medical Images using OpenCL and GPUs

On the Efficacy of a Fused CPU+GPU Processor (or APU) for Parallel Computing

PyPs, a programmable pass manager

High Performance Parallel Design Based on Session Programming

Static Compilation Analysis for Host-Accelerator Communication Optimization

Using the CPU to Improve Performance in 3D Applications

A tutorial overview on the properties of the discrete cosine transform for encoded image and video processing

Computitional intensive Tasks in Multimedia Signal Processing

A GPU-Accelerated Parallel Preconditioner for the Solution of the Boltzmann Transport Equation for Semiconductors

Anti-parallel Patterns in Fine-grain Data-parallel Programs

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)