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jaredleekatzman avatar jaredleekatzman commented on August 23, 2024

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CanPhi avatar CanPhi commented on August 23, 2024

Hi Jared,

thanks for your response! Since I have no experience with docker, I assumed that it has some compiled version of your code running so that modifications don't apply, but from what you are saying I gather that this was a misconception. I will try running it with the docker then.

I basically just need to pass an additional hyperparameter to the initialization of the model, so it is a really minor change. But I can also run the hyperparameter search from my own script, that should be no trouble. I found all settings for the current hyperparameters in this file:
https://github.com/jaredleekatzman/DeepSurv/blob/master/experiments/deepsurv/models/whas_model_selu_revision.0.json

The only exceptions are "validation_frequency", "patience" and "improvement_threshold" that are passed to the train method of the model definition. Do you know where I can get these from?

I will keep you updated in case I run into something that I cannot figure out and otherwise link the arxiv here once a first version is ready for public scrutiny.

Thanks again!
Philippe

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jaredleekatzman avatar jaredleekatzman commented on August 23, 2024

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CanPhi avatar CanPhi commented on August 23, 2024

Thanks, the code is up and running and producing the expected results! Turns out I vastly overestimated the importance of these parameters for the training, at least on WHAS it is really robust. Thanks again!

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