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CUDA Graphs

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12:20
2026-08-23
dev.to
machine-learning

I Got 28 TPS Out of Free Kaggle GPUs. Here's What It Took.

A developer achieved 28.10 TPS on Qwen2.5-7B using free Kaggle T4 GPUs and a low-cost AWS relay, a 5.7x improvement over baseline. The key fix was using CUDA Graphs to eliminate Python overhead in the…

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