bytedance/byteps

How did you get the horovod & bytePS performance

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#68 opened on Jul 18, 2019

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 (12 comments) (2 reactions) (0 assignees)Python (476 forks)batch import
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Description

I have the same hardware envs, same network, but I could not get the result as you, almost half as you. Any best practices and experience? thanks very much! for bytePS with 1 instance and 8 GPU, I have similar testing result.

Contributor guide

Research direction
Investigate the configuration differences (e.g., batch size, number of GPUs, network bandwidth) between your setup and the reported successful setup. Check environment variables and tuning parameters for BytePS and Horovod. Refer to the official documentation and community examples for performance optimization.
Tech stack
python
Domain
machine learning
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Distributed trainingBytePSHorovod
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60