high performance computing on graphics processing units: hgpu.org

hgpu.org » OpenCL

GPU Goldmines: Tunable WebGPU Kernels for Edge LLM Inference

Rithik Sharma, Reese Levine, Zheyuan Chen, Ananthajit Srikanth, Yanwen Xu, Tyler Sorensen

View

Tags: AMD, AMD Radeon RX 7900 XT, Apple M2 Pro, ATI, Computer science, CUDA, Intel, Intel Arc A770, Intel Arc B580, LLM, nVidia, nVidia GeForce RTX 4070, nVidia GeForce RTX 5080, OpenCL, Performance

October 19, 2026 by hgpu

High-level Programming of Vulkan-based GPUs Through OpenMP

Ilias K. Kasmeridis, Vassilios V. Dimakopoulos

View

Download (PDF)

Tags: AMD Radeon RX 550, Computer science, CUDA, nVidia, OpenCL, OpenMP, Tesla P40, Vulkan

March 26, 2026 by hgpu

HPC++: An LLVM-Based Automatic Parallelization Framework with Heterogeneous CPU–GPU Execution

Vahram Martirosyan

View

Download (PDF)

Tags: Computer science, HPC, LLVM, OpenCL

February 23, 2026 by hgpu

Inside VOLT: Designing an Open-Source GPU Compiler (Tool)

Shinnung Jeong, Chihyo Ahn, Huanzhi Pu, Jisheng Zhao, Hyesoon Kim, Blaise Pascal Tine

View

Download (PDF)

Source codes

Tags: Compilers, Computer science, CUDA, FPGA, nVidia, OpenCL, Package

February 8, 2026 by hgpu

ProfInfer: An eBPF-based Fine-Grained LLM Inference Profiler

Bohua Zou, Debayan Roy, Dhimankumar Yogesh Airao, Weihao Xu, Binqi Sun, Yutao Liu, Haibo Chen

View

Download (PDF)

Tags: Computer science, LLM, OpenCL, Performance

February 2, 2026 by hgpu

A Two-Stage GPU Kernel Tuner Combining Semantic Refactoring and Search-Based Optimization

Qiuyi Qu, Yicheng Sui, Yufei Sun, Rui Chen, Xiaofei Zhang, Yuzhi Zhang, Haofeng Wang, Ge Lan, Ning Zhang

View

Download (PDF)

Tags: Computation and Language, Computer science, CUDA, LLM, nVidia, nVidia Titan RTX, OpenCL

January 25, 2026 by hgpu

Inside VOLT: Designing an Open-Source GPU Compiler

Shinnung Jeong, Chihyo Ahn, Huanzhi Pu, Jisheng Zhao, Hyesoon Kim, Blaise Tine

View

Download (PDF)

Tags: Code generation, Compilers, Computer science, CUDA, nVidia, OpenCL

November 23, 2025 by hgpu

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

Zeyu Sun, Jingjing Liang, Weiyi Wang, Chenyao Suo, Junjie Chen, Fanjiang Xu

View

Download (PDF)

Source codes

Tags: Computer science, Neural networks, nVidia, nVidia GeForce RTX 4090, OpenCL, Package, Software Engineering

October 12, 2025 by hgpu

Compile-Time Resource Safety for GPU APIs: A Low-Overhead Typestate Framework

Tihomir Thomas Bicanic

View

Download (PDF)

Source codes

Tags: Computer science, CUDA, nVidia, nVidia GeForce RTX 3090, OpenCL, Package, Performance, Rust, Security

October 5, 2025 by hgpu

Towards GPU Parallelism Abstractions in Rust: A Case Study with Linear Pipelines

Leonardo Gibrowski Faé, Dalvan Griebler

View

Download (PDF)

Tags: Code generation, Computer science, CUDA, nVidia, nVidia GeForce RTX 3090, OpenCL, Rust, Tesla M40

September 28, 2025 by hgpu

An HPC Benchmark Survey and Taxonomy for Characterization

Andreas Herten, Olga Pearce, Filipe S. M. Guimarães

View

Download (PDF)

Source codes

Tags: Benchmarking, Computer science, CUDA, Fortran, HIP, HPC, MPI, OpenACC, OpenCL, OpenMP, Package, Performance, ROCm, SYCL

September 14, 2025 by hgpu

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Ryan R. Curtin, Marcus Edel, Conrad Sanderson

View

Download (PDF)

Source codes

Tags: Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce RTX 2080 Ti, OpenCL, Package, Programming techniques

August 24, 2025 by hgpu

Qwen3-235B @ 1M tokens on AMD MI355X

CHUNDER: Enabling Million-Token Qwen3 Serving on AMD ROCm

CUDA++ for the NVIDIA DGX Spark

Reverse Engineering the CUDA Software Stack: A Clean-Room GPU Machine-Code Toolchain for the NVIDIA GB10

ATTUNE: Agentic Throughput Tuning for LLM Training

HPCAgent-Bench: A Framework for Sound Benchmarking of Code-Optimizing Agents, Harnesses, and Skills

Brian2 Atlas

A Unified Intermediate Representation and Execution Architecture for Heterogeneous and Distributed Neural Simulation

AgentGarten: Code Worlds for Evolving Agents

KernelLens: Automated Triton-to-C++ Compiler for Enterprise Inference Runtimes

KernelLens: Deploying Triton Kernels to C++ Inference Engines

KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation

Introduction to Computer Vision

ACT: Accelerator Compiler Toolkit

Automatically Generating ML Compiler Backends from Tensor Accelerator ISA Descriptions

See all packages

* * *

high performance computing on graphics processing units: hgpu.org

GPU Goldmines: Tunable WebGPU Kernels for Edge LLM Inference

High-level Programming of Vulkan-based GPUs Through OpenMP

HPC++: An LLVM-Based Automatic Parallelization Framework with Heterogeneous CPU–GPU Execution

Inside VOLT: Designing an Open-Source GPU Compiler (Tool)

ProfInfer: An eBPF-based Fine-Grained LLM Inference Profiler

A Two-Stage GPU Kernel Tuner Combining Semantic Refactoring and Search-Based Optimization

Inside VOLT: Designing an Open-Source GPU Compiler

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

Compile-Time Resource Safety for GPU APIs: A Low-Overhead Typestate Framework

Towards GPU Parallelism Abstractions in Rust: A Case Study with Linear Pipelines

An HPC Benchmark Survey and Taxonomy for Characterization

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Recent source codes

Qwen3-235B @ 1M tokens on AMD MI355X

CUDA++ for the NVIDIA DGX Spark

ATTUNE: Agentic Throughput Tuning for LLM Training

HPCAgent-Bench: A Framework for Sound Benchmarking of Code-Optimizing Agents, Harnesses, and Skills

Brian2 Atlas

AgentGarten: Code Worlds for Evolving Agents

KernelLens: Automated Triton-to-C++ Compiler for Enterprise Inference Runtimes

KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation

Introduction to Computer Vision

ACT: Accelerator Compiler Toolkit

Most viewed papers (last 30 days)