Pruning Neural Networks

See also

• caffe
• Deep learning
• Deep learning:Performance Tuning
• im2col
• Batch Normalization
• General matrix-matrix multiplication (gemm)
• Toeplitz matrix
• Dense-Sparse-Dense Training for Deep Neural Networks (DSD)
• Deep Compression

Favorite site

• [추천] Pruning deep neural networks to make them fast and small ¹
  • arxiv - Pruning Convolutional Neural Networks for Resource Efficient Inference
  • Optimal Brain Damage
  • arxiv - Pruning Filters for Efficient ConvNets
  • arxiv - Structured Pruning of Deep Convolutional Neural Networks
  • Building powerful image classification models using very little data
• Github - SkimCaffe project site Caffe for Sparse Convolutional Neural Network
• Github - Lisandro79/JetsonCaffe - Wiki - Pruning Neural Networks

References