Accelerating Birkhoff Projection for Manifold-Constrained Hyper-Connections
arXiv 2606.07574•d18150842f75f9501a2d67460719a379756a95230aabeaad0a0a8cb4aee7e4f1
Birkhoff projectionCUDA warp-level kernelFlashCPGPU accelerationLLM-agent workflowsNewton methodPyTorchSinkhornWhole-Doc shardingcolumn-sharded parallelismcommunication optimizationcontext parallelismcontinuation schedulecost-aware decision ruledistributed LP solverdual formulationimplicit differentiationmulti-GPUoperator-centric APIregister-only kernelridge regularizationrollback limitationsside-effect-free constraintsspeculative executiontoken billing
Paper metadata
- arXiv ID
- 2606.07574
- Version
- Not specified by this published record
- Category
- Computer Science — Distributed, Parallel, and Cluster Computing (cs.DC)
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- Source ID
- arxiv_cs_dc
- Record identifier
- d18150842f75f9501a2d67460719a379756a95230aabeaad0a0a8cb4aee7e4f1
- Enrichment time
- 2026-06-09T08:52:29Z
- AI-assisted enrichment
- Yes
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