Ternary Neural Networks with Fine-Grained Quantization
這篇文章主要針對以往三值量化一刀切的粗暴「量化」方式提出「細粒度」量化的想法。 文章目的將現有的網絡不經訓練地轉化爲三值網絡，且激活函數8bit/4bit的。 相對於前人的工作，這篇文章的創新點在於Weight Grouping上。 3.1說應該將weights分爲正交的子集。 3.2說3.1太麻煩了，直接按照順序分成子集就好，真是糾結的一篇文章啊。 效果上，作者給出的字面數據是不錯的。 結論
相關文章
- 1. （筆記）細顆粒度的三值網絡Ternary Neural Networks with Fine-Grained Quantization
- 2. Learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization
- 3. Trained Ternary Quantization
- 4. 三值網絡--Trained Ternary Quantization
- 5. TRAINED TERNARY QUANTIZATION 論文
- 6. Balanced Binary Neural Networks With Gated Residual
- 7. 2018-22Deep Compression: Compression Deep Neural Networks With Pruning, Trained Quantization And...
- 8. Compression Deep Neural Networks With Pruning, Trained Quantization And Huffman Coding
- 9. 【Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huff】論文筆記
- 10. learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization論文
- 更多相關文章...
- • XSLT
- • PHP rtrim() 函數 - PHP參考手冊
- • 爲了進字節跳動，我精選了29道Java經典算法題，帶詳細講解
- • 算法總結-股票買賣
相關標籤/搜索
每日一句
-
每一个你不满意的现在，都有一个你没有努力的曾经。
歡迎關注本站公眾號,獲取更多信息
相關文章
- 1. （筆記）細顆粒度的三值網絡Ternary Neural Networks with Fine-Grained Quantization
- 2. Learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization
- 3. Trained Ternary Quantization
- 4. 三值網絡--Trained Ternary Quantization
- 5. TRAINED TERNARY QUANTIZATION 論文
- 6. Balanced Binary Neural Networks With Gated Residual
- 7. 2018-22Deep Compression: Compression Deep Neural Networks With Pruning, Trained Quantization And...
- 8. Compression Deep Neural Networks With Pruning, Trained Quantization And Huffman Coding
- 9. 【Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huff】論文筆記
- 10. learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization論文