Neural Network Compression.pdf

1701.04923.pdf
Preview of Neural Network Compression
🔗 Source: cbmm.mit.edu
📊 Size: 614 KB
📄 Pages: 10 pages
⬇️ Downloads: 305

Summary

Researchers studied compressing deep neural networks for image instance retrieval, focusing on quantization, coding, pruning, and weight sharing techniques to reduce model size while maintaining retrieval performance, achieving models 2 orders of magnitude smaller than uncompressed ones with negligible loss in accuracy.

Description

Researchers studied compressing deep neural networks for image instance retrieval, focusing on quantization, coding, pruning, and weight sharing techniques to...

Technical Information

  • File Format: PDF
  • File Size: 614 KB
  • Pages: 10
  • Language: EN
  • Total Downloads: 305
  • Last Updated: 2 weeks ago

Document Overview

This PDF document about Neural Network Compression provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Neural Network Compression.

Related Topics

If you're interested in Neural Network Compression, you might also want to explore:

Download Neural Network Compression eBooks for free and learn more about Neural Network Compression. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to Neural Network Compression, try searching with similar keywords: Neural Networks Evolutionary Swarm Neural Network , image compression neural network matlab code, image compression neural network matlab code thesis, Neural Network Compression, Models Of Neural Networks Physics Of Neural Networ, Neural Networks R Rojas Neural Networks Springer V, Data Compression Using Lossless Compression Methods, PDF Neural Network Design 2nd Edition

You can download PDF versions of the user's guide, manuals and ebooks about Neural Network Compression, you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about Neural Network Compression for free, but please respect copyrighted ebooks.