Pruning
تشذيب الشبكات العصبية
تقنية معالجة تحذف الأوزان والروابط العصبونية غير المؤثرة لتقليص حجم النموذج وتسريع استدلاله دون فقدان كفاءته.
Pruning
Also translated asحذف الأوزان والروابط غير المؤثرة، تقليص الحجم البنيوي بإلغاء الفائض
First appears in this corpus in: Classification and Regression Trees (1984)
Appears in these papers
- Bagging Predictors1996in the sky ✦
- C4.5: Programs for Machine Learning1993in the sky ✦
- Classification and Regression Trees1984in the sky ✦
- Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding2016in the sky ✦
- Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding2016in the sky ✦
- GPTQ: Accurate Post-Training Quantization for Generative Pre-Trained Transformers2022in the sky ✦
- GPTQ: Accurate Post-Training Quantization for Generative Pre-Trained Transformers2022in the sky ✦
- Induction of Decision Trees1986in the sky ✦
- Induction of Decision Trees1986in the sky ✦
- LLM.int8(): 8-Bit Matrix Multiplication for Transformers at Scale2022in the sky ✦
- The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks2019in the sky ✦
- The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks2019in the sky ✦
- Optimal Brain Damage1989in the sky ✦
- Optimal Brain Damage1989in the sky ✦