Cryptocurrency Q&A
Is 100 epoch too much?
Is 100 epoch too much?
SakuraBlooming
Tue Feb 04 2025
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5
answers
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I'm training a machine learning model and wondering if using 100 epochs is excessive. I want to ensure the model learns effectively without overfitting or wasting resources.
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5 answers
Caterina
Wed Feb 05 2025
The batch size, on the other hand, does not influence the model's precision. It serves as a parameter to adjust the GPU memory usage and, consequently, the training speed.
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SamuraiSoul
Wed Feb 05 2025
Determining the optimal number of epochs in deep learning models is crucial.
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CoinMasterMind
Wed Feb 05 2025
Generally, it is recommended to keep the number of epochs between 1 and 10. This range typically yields the best results.
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benjamin_doe_philosopher
Wed Feb 05 2025
The ideal epoch count is reached when the model's accuracy plateaus, indicating that further training would not significantly enhance performance.
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SsamziegangStroll
Wed Feb 05 2025
Setting an excessively high number of epochs, such as 100, can be unnecessary and may lead to overfitting.
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