Media Summary: In today's lecture we will talk about the three most popular techniques on compacting a model first More accurate machine learning models often demand more computation and memory at test time, making them difficult to deploy ... We all know that ensembles outperform individual models. However, the increase in number of models does mean inference ...
Knowledge Distillation - Detailed Analysis & Overview
In today's lecture we will talk about the three most popular techniques on compacting a model first More accurate machine learning models often demand more computation and memory at test time, making them difficult to deploy ... We all know that ensembles outperform individual models. However, the increase in number of models does mean inference ... In this deep dive video, we zoom in on model ... 0:38 - Quantization 5:59 - Pruning 9:48 - This is the first and foundational paper that started the research area of
