---
title: "AI Flame Graphs"
url: https://daily.dev/posts/ai-flame-graphs-hyjouwvjs
source_url: http://www.brendangregg.com/blog/2024-10-29/ai-flame-graphs.html
type: article
source: "Brendan Gregg's Blog"
published: 2024-10-29T04:22:01.318Z
updated: 2024-12-09T10:51:36.444Z
tags: ["ai", "machine-learning", "gpu", "intel"]
reading_time: 16
upvotes: 1
comments: 0
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Flame Graphs

**[Brendan Gregg's Blog](https://daily.dev/sources/brendangregg)** · 16 min read · 1 upvotes · 0 comments

## Summary

Intel has introduced AI Flame Graphs, a new analyzer tool designed to optimize AI workloads by profiling both AI accelerator/GPU hardware and the software stack. This innovative tool visualizes the execution path and highlights performance bottlenecks, aiming to reduce resource costs and improve efficiency. Initially available for the Intel Data Center GPU Max Series, this tool promises to be as user-friendly and low-overhead as CPU flame graphs, potentially leading to significant energy savings and operational improvements in AI data centers.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <http://www.brendangregg.com/blog/2024-10-29/ai-flame-graphs.html>

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---

Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#gpu](https://daily.dev/tags/gpu), [#intel](https://daily.dev/tags/intel)

[View this post on daily.dev](https://daily.dev/posts/ai-flame-graphs-hyjouwvjs)