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[FEA] Smart Tensor Creation with File Reading APIs #816

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tylera-nvidia opened this issue Dec 20, 2024 · 0 comments
Open

[FEA] Smart Tensor Creation with File Reading APIs #816

tylera-nvidia opened this issue Dec 20, 2024 · 0 comments
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good first issue Good for newcomers

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@tylera-nvidia
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Is your feature request related to a problem? Please describe.
Currently all of the FILE_IO APIs require the user to size a tensor completely (RANK and dim sizes) before handing the tensor to the read_* APIs to ingest a given file. This requires either:

Describe the solution you'd like
Update the read_* APIs to support either creation of a tensor on read, or dynamic resizing of a tensor with defined RANK.

Describe alternatives you've considered
Currently, the read functions require either:

  • prior knowledge of statically sized files
  • additional file parsing/wrangling from the user to dynamically size their tensor.

both scenarios are either limiting/burdensome

@tylera-nvidia tylera-nvidia added the good first issue Good for newcomers label Dec 20, 2024
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