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How many epochs does it take to converge either network #6
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Hi, Thanks for your interest in our work. During training, we set the number of epochs to
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Hi @prasunroy, I am trying to reproduce your results. During training, I found the training loss kept decreasing. However, the validation loss decreased a bit and then started to increase. May I know if you met this problem during your training? Thanks. This is the log file:
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I'm assuming you are trying to train |
Hi @prasunroy , Yes, I am trying to train FANNet. Previously, I refer to this section https://github.com/prasunroy/stefann#training-networks for training the FANNet. After reading your reply, I downloaded the dataset from the kaggle notebook, and retrained the network. Please see the loss log below. I also trained FANNet for editing numbers by changing: SOURCE_CHARS = '0123456789'
TARGET_CHARS = '0123456789' and observed a similar loss trend. Did you use any initializing weights? I am wondering if you can share a training log with me. bach_size=64, learning_rate=1e-3, num_epochs=1000, random_seed=99999999 Thank you very much!
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Hi,
Thanks for sharing your code. I am trying to reproduce your results, how many epochs does it take to converge to results similar to what you shared in your paper ?
Thanks
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