Efficient Memory Pool Allocation Algorithm for CNN Inference.
Arun AbrahamManas SahniAkshay ParasharPublished in: HiPC (2019)
Keyphrases
- computationally efficient
- experimental evaluation
- detection algorithm
- times faster
- cost function
- dynamic programming
- memory space
- single pass
- memory usage
- preprocessing
- high efficiency
- allocation strategy
- learning algorithm
- memory requirements
- optimization algorithm
- linear programming
- significant improvement
- similarity measure
- k means
- expectation maximization
- objective function
- pruning strategy
- computational complexity
- search space
- high accuracy
- simulated annealing
- np hard
- computational cost
- segmentation algorithm
- resource allocation
- clustering method
- optimal solution
- parameter estimation
- memory efficient
- inference process
- theoretical analysis