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Use tf.data API to build flexible and high performance data pipeline #829

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luozhouyang opened this issue Jun 6, 2020 · 1 comment
Open
2 tasks done

Use tf.data API to build flexible and high performance data pipeline #829

luozhouyang opened this issue Jun 6, 2020 · 1 comment
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@luozhouyang
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  • I checked to make sure that this is not a duplicate issue
  • I'm submitting the request to the correct repository (for model requests, see here)

Is your feature request related to a problem? Please describe.

We need a more flexible and powerful data pipeline when training on very large corpus.

Describe the solution you'd like

Use tf.data API to build the high performance and flexible data pipeline.
@faneshion
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Do you mean the tf.data can not handle large-scale dataset? Did you try the MatchZoo-py version?

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@faneshion @luozhouyang