μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization.
Sanket PurandareAbdul WasayAnimesh JainStratos IdreosPublished in: MLSys (2023)
Keyphrases
- probabilistic model
- optimization model
- mathematical model
- computational model
- theoretical framework
- web services
- optimization process
- prediction model
- formal model
- statistical model
- theoretical analysis
- optimization algorithm
- parameter estimation
- optimization method
- multi objective
- high level
- optimization procedure
- knowledge base
- memory usage