---
title: "Discussion on \"Understanding Gradient Misalignment: The Crucial Role of Normalization in Neural Networks\" | Hashnode"
description: "Discussion on \"Understanding Gradient Misalignment: The Crucial Role of Normalization in Neural Networks\". Introduction\nAs the field of machine learning continues to blossom, the intricacies of neural network performance must be scrutinized more closely than ever. One phenomenon that has gained attention is gradient misalignment, which can severely affect..."
url: "https://hashnode.com/posts/understanding-gradient-misalignment-the-crucial-role-of-normalization-in-neural-networks/69f09387a3a895ccdd475ff9"
---

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# [Understanding Gradient Misalignment: The Crucial Role of Normalization in Neural Networks](https://sarmento.hashnode.dev/understanding-gradient-misalignment-the-crucial-role-of-normalization-in-neural-networks?utm_source=hashnode&utm_medium=feed)

Introduction As the field of machine learning continues to blossom, the intricacies of neural network performance must be scrutinized more closely than ever. One phenomenon that has gained attention is gradient misalignment, which can severely affect...

Apr 28 · 3 min read · sarmento.hashnode.dev  
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-   [#gradient-alignment](https://hashnode.com/tag/gradient-alignment)
-   [#normalization](https://hashnode.com/tag/normalization)
-   [#deep-learning](https://hashnode.com/tag/deep-learning)
-   [#pytorch](https://hashnode.com/tag/pytorch)
-   [#neural-networks](https://hashnode.com/tag/neural-networks)

## Written by

[Fabio Sarmento](https://hashnode.com/@sarmento)

@sarmento · São Paulo, Brazil

  
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Artificial Intelligence

Entrepreneur, CTO, Father, Jiu-jitsu, Bodybuilding, Artificial Intelligence.

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