2 papers
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…
cs.SE2025
Accelerating Delta Debugging through Probabilistic Monotonicity Assessment
Yonggang Tao, Jingling Xue
Delta debugging assumes search space monotonicity: if a program causes a failure, any supersets of that program will also induce the same failure, permitting the exclusion of subse…