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GraphDRP #9

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adpartin opened this issue Oct 10, 2023 · 0 comments
Open
1 of 16 tasks

GraphDRP #9

adpartin opened this issue Oct 10, 2023 · 0 comments
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@zhuyitan @adpartin

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@adpartin
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adpartin commented Oct 10, 2023 •
edited by wilke
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Preparing model repository before release

Documentation:

Model scripts:

  • preprocess.py (works with benchmark data sets)
  • train.py (takes output from preprocess.py)
  • infer.py (takes model from train.py)
  • tested on Benchmark data sets
  • supports candle_lib checkpointing (LINK)

Create or update Interface scripts:

  • preprocess.sh
  • train.sh
  • infer.sh
  • Test scripts

Container:

  • Create Singularity definition file
  • Build and test container with improve branch

Code ready:

  • Ready for release testing / hand over

Release

Version: v0.3.0-beta

  • Build and test container with improve branch
  • Tag for release
  • Build and test container with release tag

SOP:

  1. Setup/Install instructions
  2. Interface scripts exist
  3. Tested interface scripts locally
  4. Singularity definition file
  5. Create improve branch in the model repo
  6. Switch to improve branch in image build
  7. Test container build
  8. Test train with container
  9. Test HPO in Hall of Fame with checkpointing
  10. Tag improve branch
@adpartin adpartin converted this from a draft issue Oct 10, 2023
@adpartin adpartin self-assigned this Oct 10, 2023
@wilke wilke assigned wilke and unassigned wilke Oct 24, 2023
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@zhuyitan zhuyitan

@adpartin adpartin

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Model Checklist for Release 2024 v.0.7.0
Status: Todo
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@wilke @zhuyitan @adpartin