How to break the memory wall for large-scale Graph Neural Networks

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Devansh

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Sep 10, 2025, 10:05:03 PM (2 days ago) Sep 10
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How to Train Graph Neural Nets 100x Faster

How to break the memory wall for large-scale Graph Neural Networks

How to Train Graph Neural Nets 100x Faster

Devansh
Devansh
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September 11, 2025
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21 min read
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My crack-cocaine dealer often tells me, “Your network is your net worth”. This advice is also applicable to AI.

Changing the representations of your data is one of the most potent ways to improve the performance of your AI systems. This is the core principle behind Feature Engineering, Prompting, Context Engineering, using different models, and every other technique you know. …

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