A Layer-Based Sparsification Method For Distributed DNN Training.
Yanqing HuQing YeZhongyu ZhangJiancheng LvPublished in: HPCC/DSS/SmartCity/DependSys (2022)
Keyphrases
- training process
- significant improvement
- detection method
- optimization algorithm
- experimental evaluation
- high precision
- data sets
- distributed systems
- optimization method
- synthetic data
- training samples
- high accuracy
- support vector machine
- preprocessing
- input data
- least squares
- error rate
- prior knowledge
- objective function