Determining optimal channel partition for 2:4 fine grained structured sparsity

Keyphrases

• Deep Neural Network 100%
• Optimal Channels 100%
• Channel Partition 100%
• Structured Sparsity 100%
• Pruning 66%
• Compress 33%
• Sparsity 33%
• Heuristic Method 33%
• Small-sized 33%
• Generation Schemes 33%
• Channel Dimensions 33%
• Computational Burden 33%
• Pruning Strategy 33%
• Training Phase 33%
• Number of Channels 33%
• Column Generation 33%
• Discrete Optimization Problem 33%
• Sparse Networks 33%
• Mathematical Program 33%
• Optimal Permutation 33%

Computer Science

• Sparsity 100%
• Deep Neural Network 100%
• Optimization Problem 33%
• Heuristic Method 33%
• Training Phase 33%
• Column Generation 33%
• Discrete Optimization 33%
• Mathematical Program 33%

Engineering

• Sparsity 100%
• Deep Neural Network 100%
• Early Work 33%
• Optimisation Problem 33%
• Channel Dimension 33%