---
title: "Discussion on \"Test weight and bias separately: a normalization ablation\" | Hashnode"
description: "Discussion on \"Test weight and bias separately: a normalization ablation\". A fixed CPU ablation shows why varying weights alone or biases alone leaves blind spots. Includes all 504 observations and reproduction files."
url: "https://hashnode.com/posts/test-weight-and-bias-separately-a-normalization-ablation/6af4df4f68250c91f86d3fe5"
---

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# [Test weight and bias separately: a normalization ablation](https://nodus-compute.hashnode.dev/test-weight-and-bias-separately-a-normalization-ablation?utm_source=hashnode&utm_medium=feed)

A fixed CPU ablation shows why varying weights alone or biases alone leaves blind spots. Includes all 504 observations and reproduction files.

3h ago · 4 min read · nodus-compute.hashnode.dev  
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## Written by

[Viswaretas Kotra](https://hashnode.com/@viswa-kotra)

@viswa-kotra · San Francisco, USA

  
[View profile](https://hashnode.com/@viswa-kotra)

Founder @ Nodus Compute, previously in HFT, Distributed Systems, and AI.

Founder @ Nodus Compute

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