Deep Learning

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AgentCompile: An LLM-Guided Compiler for Direct CUDA Inference

 🖥️GPU Computing  Content type: Academic
arxiv.org·

A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting

 🖥️GPU Computing  Content type: Academic
arxiv.org·

Attention at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal Transformer Kernels

 🚀ML Inference  Content type: Academic
arxiv.org·

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

 🚀ML Inference  Content type: Academic
arxiv.org·

StageFrontier: Synchronization-Aware Stage Accounting for Distributed ML Training

 ⚙️ML Systems  Content type: Academic
arxiv.org·

Large-Scale Regularized Matching on GPU Clusters

 🖥️GPU Computing  Content type: Academic
arxiv.org·

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