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cs.DC2026
EvoCG: Self-Evolving Precision Control for Faster Conjugate Gradient
Jiaqi Zhai, Haozhi Han, Kaiyi Huang +8
Modern GPUs offer far higher throughput in low precision than in FP64, but exploiting this in conjugate gradient (CG) solvers is difficult because tolerance to reduced precision ev…
cs.DC2025
CFP: Efficient Optimization of Intra-Operator Parallelism Plans for Large Model Training
Weifang Hu, Xuanhua Shi, Yunkai Zhang +7
Optimizing the parallel training of large models requires exploring intra-operator parallelism plans for a computation graph that typically contains tens of thousands of primitive…