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Posted to dev@singa.apache.org by GitBox <gi...@apache.org> on 2020/05/17 08:55:49 UTC

[GitHub] [singa] nudles opened a new issue #701: Add a dataset module

nudles opened a new issue #701:
URL: https://github.com/apache/singa/issues/701


   Data loading is an important part of DL training, which could be slow and become a bottleneck if not implemented well.
   The tasks include
   1. implement dataset classes for common benchmark datasets to make them easy to access within SINGA (e.g., without manual downloading).
   2. implement common preprocessing operations
   3. implement parallel data loading for higher efficiency


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[GitHub] [singa] nudles commented on issue #701: Add a dataset module

Posted by GitBox <gi...@apache.org>.
nudles commented on issue #701:
URL: https://github.com/apache/singa/issues/701#issuecomment-629765369


   Code from the data module may be reused. https://github.com/apache/singa/blob/master/python/singa/data.py


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[GitHub] [singa] nudles commented on issue #701: Add a dataset module

Posted by GitBox <gi...@apache.org>.
nudles commented on issue #701:
URL: https://github.com/apache/singa/issues/701#issuecomment-629765398


   And https://github.com/apache/singa/blob/master/python/singa/image_tool.py


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