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Bash script for training on multiple models #426

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merged 5 commits into from
Feb 10, 2023

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MortenHolmRep
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Added a bash file that can train on multiple model configurations on the same dataset. In the example case using the Prometheus dataset on the three different models example_direction_reconstruction_model.yml, example_energy_reconstruction_model.yml, example_vertex_position_reconstruction_model.yml.

This enables a faster training pipeline on multiple models by decreasing the downtime between runs.
The bash file was tested on multiple datasets and models.

Let me know if anything needs changing.

@MortenHolmRep MortenHolmRep marked this pull request as ready for review February 7, 2023 13:37
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@asogaard asogaard left a comment

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Hi @MortenHolmRep,

I think this looks great — thanks! 🎉 Especially for catching the typo in configs/models/dynedge_position_example.yml 🙈

I have added a single suggestion; once that's done we can merge this.

examples/04_training/01_train_model.py Outdated Show resolved Hide resolved
default Suffix to None

Co-authored-by: Andreas Søgaard <andreas.sogaard@gmail.com>
@MortenHolmRep MortenHolmRep merged commit a09fc65 into graphnet-team:main Feb 10, 2023
RasmusOrsoe pushed a commit to RasmusOrsoe/graphnet that referenced this pull request Oct 25, 2023
Bash script for training on multiple models
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2 participants