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Loss Increasing after few epochs #652
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@alan-ai-learner hello. It is hard to tell what'd be these values for your custom dataset. All of these params are hyper parameters. Did you do some hyper-parameter tuning? If not, you can first play with your Are you training your model only with |
Thanks for responding @rnyak ,
I'm unable to make it right and I gave up.
For now, i went ahead with the default t4rec setup.
where the first list of values contains item ids and the second list of values contains the event type, where 1:clicks, 2:carts, and 3:orders. Please let me know if any thing to make it work. |
@bschifferer might help you with that if possible. His code is not merged with TF4Rec and it has custom implementations. |
I see, @rnyak but i'm only using his code to preprocess the dataset and after that i'm trying to use the model architecture given in one of example of this repo. So there is no straight forward way to overcome the problem i'm facing, i need to play with the params. |
@alan-ai-learner how are you generating the schema file if you are not using NVTabular? thanks. |
I'm using this manual schema.. https://github.com/bschifferer/Kaggle-Otto-Comp/blob/master/01e_FE_Transformer/test.pb |
Hi @rnyak , @benfred @gabrielspmoreira @oliverholworthy , I'm training the t4rec model on custom data, but the loss is not decreasing after few epochs, instead it started increasing. Basically the loss started from 13.67 and after training for few epoch it get decreased to 6.43 and then it started increasing,
I'm not sure what can be done to improve the loss more.
Here are my params:
Any suggesstion would be very helpful. Thanks in Advance!!
Originally posted by @alan-ai-learner in #493 (comment)
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