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Is there or will there be support for fine-tuning based on the property prediction task (i.e., weight transfer functionality) ? about torchdrug HOT 2 CLOSED

deepgraphlearning avatar deepgraphlearning commented on July 30, 2024
Is there or will there be support for fine-tuning based on the property prediction task (i.e., weight transfer functionality) ?

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Comments (2)

KiddoZhu avatar KiddoZhu commented on July 30, 2024

Hi! I think this is already easy to implement in TorchDrug.

Because models and tasks are separated in TorchDrug, you can define a representation learning model, wrap it in a pretraining task and a finetuning task. You first train the pretraining task and then train the finetuning task.

I just checked the tutorial of pretrained molecular representation, and it misses the steps of finetuning. We will update it later.

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KiddoZhu avatar KiddoZhu commented on July 30, 2024

Finetuning is now in the tutorial of pretrained molecular representations. Please refer to that if you need it.

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