Hardware and Algorithm Co-Optimization for pointwise convolution and channel shuffle in ShuffleNet V2.
Zimeng FanWei HuHong GuoFang LiuDian XuPublished in: SMC (2021)
Keyphrases
- pointwise
- optimization algorithm
- dynamic programming
- learning algorithm
- computational complexity
- optimization method
- expectation maximization
- weighted sum
- search space
- np hard
- machine learning
- worst case
- probabilistic model
- convolution kernel
- precision and recall
- simulated annealing
- optimal solution
- objective function
- high quality
- information retrieval