new synergy Jina <> Mindspore

mindspore-ai / mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

https://gitee.com/mindspore/mindspore

Apache License 2.0

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new synergy Jina <> Mindspore #33

Open hanxiao opened 4 years ago

hanxiao commented 4 years ago

Task Description

I'd like to build a demo using Mindspore as the DL infra in Jina. http://github.com/jina-ai/jina

I already create a mirror issue at here https://github.com/jina-ai/jina/issues/431

Task Goal

Implement two encoders, one in NLP, one in CV with Mindspore and add them to the executor family of Jina.

Would be great if anyone can provide some pretrained models, this will greatly speedup the dev process and onboarding for new developers.

Sub Task

No.	Task Description	Issue ID
1	CV model
2	NLP model
3	Add a tutorial to examples

yingjiangyong commented 4 years ago

Hi, I'm the leader of Mindspore ModelZoo. Thanks for your constructive suggestions. Regarding NLP, I suggest using the encoder in Transformer model or using BERT model directly. Regarding CV, you can use VGG or Resnet50 as the encoder. The pretrained model and the related instructions will be released soon. If you have any more specific requirements, please let us know and keep in touch. Thank you.

hanxiao commented 3 years ago

this issue is solved in these two PRs

Core integration: https://github.com/jina-ai/jina/pull/836
Example 1: https://github.com/jina-ai/examples/pull/155
Example 2 (planned): https://github.com/jina-ai/examples/issues/154

I will write a blog post as a wrap-up.