3D Parallelism for Transformers via Integer Programming.
Hao ZhengPeng LiangYu TangYanqi ShiLinbo QiaoDongsheng LiPublished in: ICASSP (2024)
Keyphrases
- integer programming
- np hard
- linear programming
- lagrangian relaxation
- facility location
- shared memory
- network flow
- constraint programming
- inference problems
- production planning
- set covering problem
- set covering
- valid inequalities
- cutting plane
- cutting plane algorithm
- ai planning
- column generation
- integer program
- set partitioning
- transportation problem
- crew scheduling
- vehicle routing problem with time windows
- layout design
- round robin tournament
- search algorithm
- dantzig wolfe decomposition
- particle swarm optimization
- upper bound
- search space