Towards Neural Hardware Search: Power Estimation of CNNs for GPGPUs with Dynamic Frequency Scaling.
Christopher A. MetzMehran GoliRolf DrechslerPublished in: MLCAD (2022)
Keyphrases
- neural network
- search algorithm
- search space
- image processing
- low cost
- information retrieval
- search efficiency
- network architecture
- dynamic environments
- search strategy
- parameter estimation
- real time
- power consumption
- search queries
- embedded systems
- search engine
- computational power
- massively parallel
- estimation accuracy
- genetic algorithm
- hardware architecture