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Hongyu Zhu

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Toward Seamless Model Compilation IntegrationKubeCon + CloudNativeCon + Open Source Summit China 20232023-09-26
朝着无缝模型编译集成迈进 | Toward Seamless Model Compilation Integration - Hongyu Zhu, ByteDance 模型编译在AI加速中变得越来越重要。然而,在IT公司中采用模型编译用于生产模型并不是一件简单的事情。主要的负担包括来自不同领域、框架或格式的模型,从…
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Daydream: Accurately Estimating the Efficacy of Optimizations for DNN TrainingUSENIX ATC '202020-07-15
Daydream builds a fine-grained dependency graph from CUPTI traces plus per-layer timestamps, applies simple graph-transformation primitives (select, shrink…
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