DataFunSummit2022: AI Basic Software Architecture Summit
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Deep Learning Framework Forum
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Teacher Qiu Lu
Bringing you "Alluxio Accelerated Deep Learning Training on the Cloud"
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The following is the detailed content shared by Teacher Qiu Lu
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Alluxio Accelerates Deep Learning Training on the Cloud
This lecture will introduce Alluxio's three-level method of accelerating deep learning training on the cloud, and provide in-depth analysis with production cases directly hired by Microsoft, Alibaba, and Boss.
The first level: Accelerate the acquisition of remote training data;
The second level: Accelerate the data flow from data preprocessing to training;
Level 3: Full training acceleration.
1. How do companies such as Microsoft and Alibaba implement data acceleration for their large-scale training?
2. How does Boss Zhipin connect and accelerate data preprocessing and training?
3. How does MOMO provide a unified data abstraction layer and acceleration services for data analysis and training?
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