The Next 700 Accelerated Layers: From Mathematical Expressions of Network Computation Graphs to Accelerated GPU Kernels, Automatically.
Nicolas VasilacheOleksandr ZinenkoTheodoros TheodoridisPriya GoyalZachary DeVitoWilliam S. MosesSven VerdoolaegeAndrew AdamsAlbert CohenPublished in: ACM Trans. Archit. Code Optim. (2020)
Keyphrases
- mathematical expressions
- real time
- dynamic networks
- computer networks
- random graphs
- parallel computation
- single layer
- communication networks
- link prediction
- neural network
- highly connected
- graph kernels
- small world
- parallel computing
- complex networks
- general purpose
- wireless sensor networks
- network model
- graph matching
- community structure
- real world networks
- fully connected
- kernel function
- peer to peer
- mathematical formulas
- abstraction layer
- associative search