GPU Computing

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AutoMegaKernel: A Statically-Checked Agent Harness for Self-Retargeting Megakernel Synthesis

 📅Scheduling Algorithms  Content type: Academic
arxiv.org··Hacker News

LLM-Based Porting of Optimized C++ to CUDA Through Deoptimization and Reoptimization

 💻Computer Science  Content type: Academic
arxiv.org·

APEX4: Efficient Pure W4A4 LLM Inference via Intra-SM Compute Rebalancing

 🧠Computational Neuroscience  Content type: Academic
arxiv.org·

SET: Stream-Event-Triggered Scheduling for Efficient CUDA Graph Pipelines

 📅Scheduling Algorithms  Content type: Academic
arxiv.org·

Communication Strategy Selection for Multi-GPU 3D FDTD with Convolutional Perfectly Matched Boundary Layers

 🌐Distributed Systems  Content type: Academic
arxiv.org·

On GPU Implementation for Multi-Precision Integer Division

 📊Columnar Storage  Content type: Academic
arxiv.org·

Toward Compiler World Models: Learning Latent Dynamics for Efficient Tensor Program Search

 🤖Machine Learning  Content type: Academic
arxiv.org·

MusaCoder: Native GPU Kernel Generation with Full-Stack Training on Moore Threads GPU

 🤖Machine Learning  Content type: Academic
arxiv.org·

CodegenBench: Can LLMs Write Efficient Code Across Architectures?

 🤖Machine Learning  Content type: Academic
arxiv.org··Hacker News

Graph Traversal on Tensor Cores: A BFS Framework for Modern GPUs

 💻Computer Science  Content type: Academic
arxiv.org·

DeployBench: Benchmarking LLM Agents for Research Artifact Deployment

 🗳️Raft  Content type: Academic
arxiv.org·

AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

 📊Vector DBs  Content type: Academic
arxiv.org·

Video-Rate Streaming Stylization on a Vision-Aware MLLM-Conditioned Edit Diffusion: Asymmetric Batched Inference on a Distilled UNet + MLLM Text Encoder

 🤖Machine Learning  Content type: Academic
arxiv.org·

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