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XLA

2 articles
First tracked: Dec 9, 2025
Last updated: May 23, 2026

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Making Deep Learning Go Brrrr from First Principles

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A performance-centric, first-principles framework for diagnosing DL infrastructure bottlenecks (compute, memory bandwidth, overhead) that emphasizes operator fusion and JIT tooling to push GPUs toward compute-bound regimes, backed by concrete hardware figures and practical profiling guidance.

May 23, 20261%

AWS Trainium3 Deep Dive – A Potential Challenger Approaching

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AWS Trainium3 unveils switched-scale-up rack architectures (NL32x2 Switched and NL72x2 Switched) with Gen1/Gen2/Gen3 switch trays, advancing memory bandwidth and per-TCO performance while expanding software openness and ecosystem bets to challenge Nvidia and AMD in the datacenter AI race.

Dec 9, 20251%

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