Efficient Distributed Algorithms for Convolutional Neural Networks.
Rui LiYufan XuAravind Sukumaran-RajamAtanas RountevP. SadayappanPublished in: SPAA (2021)
Keyphrases
- computationally efficient
- computationally expensive
- convolutional neural networks
- computationally intensive
- learning algorithm
- efficient implementation
- orders of magnitude
- machine learning algorithms
- optimization problems
- times faster
- lightweight
- distributed computation
- highly efficient
- data mining
- distributed breakout
- computationally complex
- algorithmic solutions
- efficient solutions
- complexity analysis
- database systems
- communication cost
- multiscale
- significant improvement
- theoretical analysis