GPU Computing

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

 🚀ML Inference  Content type: Academic
arxiv.org·

nomp: A Framework for Building Domain Specific Compilers

 🛠️Compilers  Content type: Academic
arxiv.org·

AgentCompile: An LLM-Guided Compiler for Direct CUDA Inference

 🧠Deep Learning  Content type: Academic
arxiv.org·

A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting

 🧠Deep Learning  Content type: Academic
arxiv.org·

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

 🚀ML Inference  Content type: Academic
arxiv.org··Hacker News, Hacker News

Energy-Efficient On-Device RAG on a Mobile NPU: System Design and Benchmark on Snapdragon X Elite

 🚀ML Inference  Content type: Academic
arxiv.org·

Beyond Per-Token Pricing: A Concurrency-Aware Methodology for LLM Infrastructure Cost Estimation

 🚀ML Inference  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·

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