Commit b84c50cb authored by QuanluZhang's avatar QuanluZhang Committed by fishyds
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Update doc image (#163)

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NNI (Neural Network Intelligence) is a toolkit to help users run automated machine learning experiments. NNI (Neural Network Intelligence) is a toolkit to help users run automated machine learning experiments.
The tool dispatches and runs trial jobs that generated by tuning algorithms to search the best neural architecture and/or hyper-parameters in different environments (e.g. local machine, remote servers and cloud). The tool dispatches and runs trial jobs that generated by tuning algorithms to search the best neural architecture and/or hyper-parameters in different environments (e.g. local machine, remote servers and cloud).
``` <p align="center">
AutoML experiment Training Services <img src="./docs/nni_overview.png" alt="drawing" width="800"/>
┌────────┐ ┌────────────────────────┐ ┌────────────────┐ </p>
│ nnictl │ ─────> │ nni_manager │ │ Local Machine │
└────────┘ │ sdk/tuner │ └────────────────┘
│ hyperopt_tuner │
│ evolution_tuner │ trial jobs ┌────────────────┐
│ ... │ ────────> │ Remote Servers │
├────────────────────────┤ └────────────────┘
│ trial job source code │
│ sdk/annotation │ ┌────────────────┐
├────────────────────────┤ │ Yarn,K8s, │
│ nni_board │ │ ... │
└────────────────────────┘ └────────────────┘
```
## **Who should consider using NNI** ## **Who should consider using NNI**
* You want to try different AutoML algorithms for your training code (model) at local * You want to try different AutoML algorithms for your training code (model) at local
* You want to run AutoML trial jobs in different environments to speed up search (e.g. remote servers and cloud) * You want to run AutoML trial jobs in different environments to speed up search (e.g. remote servers and cloud)
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