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AI Tech Suite
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Alpa

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About

Alpa is a system designed to facilitate the training and serving of large-scale neural networks. The documentation provides extensive guidance on getting started, including installation and a quickstart guide. It contains tutorials on distributed training, various parallelism techniques, performance tuning, and deployment using platforms like Slurm. Additional sections cover its design architecture, performance benchmarks, research publications, and a developer guide.

Platform
Web
Keywords
neural networksdistributed traininggpu managementperformance tuningai serving
Task
network training
Features

• performance tuning

• distributed training support

• developer guidance

• benchmarking information

• architecture documentation

• compatibility with slurm

• quickstart tutorial

• installation guide

FAQs
How to control the GPU devices used by Alpa?

Method 1: Use CUDA_VISIBLE_DEVICES. Method 2: Use arguments in alpa.init. Method 3: Use other Ray features.

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