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Sergey Skorodumov

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titleconferencedate
How to speed up any training on GPUHighLoad++ 20242024-12-02
Describes practical techniques Yandex uses to speed up machine learning training on large GPU clusters, covering both per-job and multi-job optimization…
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Scaling Yandex search throughput by 4×HighLoad++ 20232023-11-27
Describes how Yandex increased search throughput fourfold by adapting to hardware loss and supply constraints; they analyzed bottlenecks and changed system…
Talk in Russian on
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