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implementation of the build_model function #3933

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@adelovelace adelovelace commented Apr 1, 2024

… model from the components

Description

Fix #(issue)

In following the example of how to use ModularTorchModel in the implementation of

modular_model.load_from_pretrained(pretrain_modular_model, components=['linear']) 

there was a failure of the load_from_pretrained function because this use build_model function that builds the model from the entered components and the same was not defined.

Type of change

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  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
    • In this case, we recommend to discuss your modification on GitHub issues before creating the PR
  • Documentations (modification for documents)

Checklist

  • My code follows the style guidelines of this project
    • Run yapf -i <modified file> and check no errors (yapf version must be 0.32.0)
    • Run mypy -p deepchem and check no errors
    • Run flake8 <modified file> --count and check no errors
    • Run python -m doctest <modified file> and check no errors
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • I have added tests that prove my fix is effective or that my feature works
  • New unit tests pass locally with my changes
  • I have checked my code and corrected any misspellings

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