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mzjb avatar mzjb commented on August 28, 2024

This assert is used to check if your trained DeepH models include all possible orbital combinations. Please review the orbital parameters in your training ini settings to identify which orbitals are missing.

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JTaozhang avatar JTaozhang commented on August 28, 2024

Hi,
Many thanks for your quick reply. I checked the orbital basis that I used for training. It looks like the orbital basis is not right. If my orbital basis setting is Te7.0-s3p2d2f1, The number of orbital basis would be 31+23+52+71=26, right? Becase I used the python code (get_all_orbital_str.py) to produce the orbital parameter. The code needs we input the number of orbital basis.
Another question is whether the orbital number would increase the training time a lot if I use the same other parameters.

best regards,
Tao

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mzjb avatar mzjb commented on August 28, 2024

Yes, the number of orbits for this element is 26. Increasing the number of orbits will increase the training time per epoch, but not significantly.

Alternatively, you can choose to train a new model with only the additional orbits that the old model lacks. Then, when running deeph-inference, you can specify the trained_model_dir parameter in the configuration file to include both your new model and the old model.

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JTaozhang avatar JTaozhang commented on August 28, 2024

ok, many thanks for your help.

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