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gante avatar gante commented on May 24, 2024 1

Yeah, the first two steps must be executed in a separate machine to train the model :) After you have a trained model, copy it to the Jetson machine and run the test_model.py step

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gante avatar gante commented on May 24, 2024

Hey @konarva 👋 by "running the experiment", I'm assuming you mean doing inference using a model trained somewhere else :)

I ran the inference experiment long ago, so my ability to help will be limited. The model itself should be much smaller than 4GB, so I don't think it is the issue. The python environment, however, might have changed significantly 🤔 I'd suggest trying to ensure you use the same packages as in requirements.txt from this specific commit, which corresponds to the codebase at the time of the experiment :)

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KonstantinosArvanitis avatar KonstantinosArvanitis commented on May 24, 2024

Hello,
I already have installed the requirements, and I'm trying to run the following command lines:

python3 bin/preprocess_dataset.py /path/to/config.yaml
python3 bin/train_model.py /path/to/config.yaml
python3 bin/test_model.py /path/to/config.yaml
python3 bff_positioning/visualization/plot_histogram.py /path/to/config.yaml

If I use an example that already exists (like cnn_experiment.yaml), should I just skip the first 2 steps and it will run correctly ?
Thanks a lot for helping!

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