In this video, we dig deeper into “Why do we need Batch Normalization?” And Internal Covariate Shift.
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Chapters:
00:00 Introduction
02:52 Issues with NN Training w/o BN
04:00 Internal Covariate Shift
04:28 What are Covariates?
11:13 What is Covariate Shift?
14:54 Internal Covariate Shift in Detail
23:46 Other training issues with ICS
28:15 Input Normalization
31:22 Batch Normalization Overview
#Internalcovariateshift, #batchnormalization, #covariance
Негізгі бет Batch Normalization - Part 1: Why BN, Internal Covariate Shift, BN Intro
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