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community/sigs/data
liucunwei 31a0b8a763 Dataset SIG meeting, Discuss the API optimization and new features in September 5 years ago
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docs add Data sigs 6 years ago
meetings Dataset SIG meeting, Discuss the API optimization and new features in September 5 years ago
README.md Dataset SIG meeting, Discuss the API optimization and new features in September 5 years ago

README.md

MindSpore Data Special Interest Group (SIG)

This is the working repo for the Data special interest group (SIG). This repo contains all the artifacts, materials, meeting notes and proposals regarding dataset - data processing and mindrecord - data format in MindSpore. Feedbacks and contributions are welcome.

  1. Data Processing: You can understand it as a Dataset, which is mainly responsible for reading the user's data into a Dataset, then performing related data enhancement operations (such as: resize, onehot, rotate, shuffle, batch ...), and finally provide the Dataset to the training process.
  2. Data Format: It can conveniently normalize the user's training data to a unified format (MindRecord). The specific operation steps are as follows: The user can easily convert the training data into MindRecrod data by defining the training data schema and calling the Python API interface. The format is then read into a Dataset through MindDataset and provided to the training process.

SIG Leads

  • Liu Cunwei (Huawei)

Logistics

Discussion

Meeting notes

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社区治理架构的内容详见governance.md，该提案处于初稿阶段，后期可能会在 技术指导委员会（TSC）的许可下进行刷新。除此之外，社区还提供了特别兴趣小组（SIG） 和工作组（Working Group）的资料介绍。

Markdown Python Jupyter Notebook Text Diff other