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@ -29,7 +29,7 @@ enrichment of the AI software/hardware application ecosystem.
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<img src="docs/MindSpore-architecture.png" alt="MindSpore Architecture" width="600"/>
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For more details please check out our [Architecture Guide](https://www.mindspore.cn/docs/en/0.5.0-beta/architecture.html).
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For more details please check out our [Architecture Guide](https://www.mindspore.cn/docs/en/r0.5/architecture.html).
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### Automatic Differentiation
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@ -186,7 +186,7 @@ please check out [docker](docker/README.md) repo for the details.
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## Quickstart
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See the [Quick Start](https://www.mindspore.cn/tutorial/en/0.5.0-beta/quick_start/quick_start.html)
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See the [Quick Start](https://www.mindspore.cn/tutorial/en/r0.5/quick_start/quick_start.html)
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to implement the image classification.
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## Docs
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