Heuristic Compression Method for CNN Model Applying Quantization to a Combination of Structured and Unstructured Pruning Techniques.
Danhe TianShinichi YamagiwaKoichi WadaPublished in: IEEE Access (2024)
Keyphrases
- mathematical model
- probabilistic model
- evaluation method
- cost function
- statistical model
- em algorithm
- modeling method
- dynamic programming
- prediction model
- theoretical analysis
- prior knowledge
- input data
- classification method
- detection method
- objective function
- combinatorial optimization
- optimization method
- bp neural network
- similarity measure
- segmentation method
- energy function
- parameter estimation
- image sequences
- test data
- support vector machine
- multiresolution
- search space
- search algorithm
- optimal solution
- linear model
- genetic algorithm to solve