high performance computing on graphics processing units: hgpu.org

Yang Yu, Peiyu Zang, Chi Hsu Tsai, Haiming Wu, Yixin Shen, Jialing Zhang, Haoyu Wang, Zhiyou Xiao, Jingze Shi, Yuyu Luo, Wentao Zhang, Chunlei Men, Guang Liu, Yonghua Lin

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Tags: AMD, Benchmarking, Computer science, CUDA, LLM, nVidia, ROCm, Triton

January 25, 2026 by hgpu

Sawtooth Wavefront Reordering: Enhanced CuTile FlashAttention on NVIDIA GB10

Yifan Zhu, Yekai Pan, Chen Ding

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Tags: Computer science, CUDA, nVidia, nVidia GB10, Programming techniques

January 25, 2026 by hgpu

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels

KernelGYM & Dr. Kernel: A distributed GPU environment and a collection of RL training methods to support RL for Kernel Generations

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Generating Literature-Driven Scientific Theories at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Nsight Python: A Python-First Profiling Toolkit for Seamless GPU Kernel Analysis (Tool)

Awesome LLM-Driven Kernel Generation

Towards Automated Kernel Generation in the Era of LLMs

PhysProver: Advancing Automatic Theorem Proving for Physics

See all packages

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high performance computing on graphics processing units: hgpu.org

Improving HPC Code Generation Capability of LLMs via Online Reinforcement Learning with Real-Machine Benchmark Rewards

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels

Deep Kernel Fusion for Transformers

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

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

Scaling GPU-to-CPU Migration for Efficient Distributed Execution on CPU Clusters

Nsight Python: A Python-First Profiling Toolkit for Seamless GPU Kernel Analysis (Tool)

SynPerf: A Hybrid Analytical-ML Framework for GPU Performance Prediction

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

Towards Automated Kernel Generation in the Era of LLMs

Sawtooth Wavefront Reordering: Enhanced CuTile FlashAttention on NVIDIA GB10

Recent source codes

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels

KernelGYM & Dr. Kernel: A distributed GPU environment and a collection of RL training methods to support RL for Kernel Generations

Vortex-Optimized Light-weight Toolchain (VOLT)

SciDef: Automated Definition Extraction from Scientific Literature

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Awesome LLM-Driven Kernel Generation

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