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Tensor visualization pipeline #121

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vkkhare opened this issue Jul 7, 2021 · 1 comment
Open

Tensor visualization pipeline #121

vkkhare opened this issue Jul 7, 2021 · 1 comment
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Type: Improvement 📈 Performance improvement not introducing a new feature or requiring a major refactor Type: New Feature ➕ Introduction of a completely new addition to the codebase

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@vkkhare
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vkkhare commented Jul 7, 2021

Feature Description

The grid when starts to support the view for a data scientist (to some extent for data owner as well) needs to provide better context for tensors.

  1. First of all tensors shouldn't just be dataset tensors but any intermediate tensor generated in the process.
  2. These tensors should be searchable/filterable/categorized by data scientists in the UI (for data owner)
  3. We should be able to view how these tensors are related to each other in the computation pipeline. Here a view like tensorboard graph might be very helpful

Here The above is a gif of how it looks for a computation graph

@vkkhare vkkhare added the Type: New Feature ➕ Introduction of a completely new addition to the codebase label Jul 7, 2021
@tcp
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tcp commented Jul 8, 2021

Great challenge!

Many changes are needed to create such viz and interpretation in Grid but I'm willing to invest time and effort to do something along these lines.

Looks awesome and can be extremely useful.

@tcp tcp added the Type: Improvement 📈 Performance improvement not introducing a new feature or requiring a major refactor label Jul 8, 2021
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Labels
Type: Improvement 📈 Performance improvement not introducing a new feature or requiring a major refactor Type: New Feature ➕ Introduction of a completely new addition to the codebase
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