awesome-deep-model-compression
github.com/chadhgy/awesome-deep-model-compression ↗Awesome Deep Model Compression
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Installation instructions →What's inside
Articles
- All The Ways You Can Compress BERTBlogs
An overview of different compression methods for large NLP models (BERT) based on different characteristics and compares their results.
- Deep Learning Model CompressionBlogs
- Do We Really Need Model CompressionBlogs
- Pruning deep neural networks to make them fast and smallBlogs
Tools
- CompressAILibraries
- CondensaLibraries
paper
- CoreML (Apple)Hard-ware Integration
- How to Convert a Model from PyTorch to TensorRT and Speed Up InferenceHard-ware Integration
- IntelLabs distillerLibraries
Documentation
- Intel Nervana NeonHard-ware Integration
Papers
- PaperPruning
Showing a sample of 24 resources. View the full list on GitHub →