I/O Lower Bounds for Auto-tuning of Convolutions in CNNs.
Xiaoyang ZhangJunmin XiaoGuangming TanPublished in: CoRR (2020)
Keyphrases
- lower bound
- upper bound
- database workloads
- input output
- branch and bound
- branch and bound algorithm
- cellular neural networks
- optimal solution
- fine tuned
- np hard
- lower and upper bounds
- quadratic assignment problem
- fourier transform
- lower bounding
- neural network
- fine tuning
- upper and lower bounds
- file system
- main memory
- worst case
- objective function
- randomly generated problems
- parameter settings
- frequency domain
- data transfer
- image registration
- external memory
- scheduling problem
- learning algorithm
- optimal cost
- database
- set of randomly generated instances