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Hi @diegofiori, I am conducting some research for the Allen Institute on the recurrent Forward Forward model based on Hinton’s approach. I am attempting to extend his work with the following:
1. Inve…
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Hi Leon,
Thank you for sharing.
I was trying reproduce the result but the following execution (given along with the code base)
$python main.py --dataset mnist --model lenet5 --num_users 20 --ep…
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Using this implementation, has anyone managed to get close to the results reported in the paper on the smallNORB dataset?
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I'm not sure if I'm doing something wrong, but I just ran: pip install tensorflow-privacy
then: python mnist_dpsgd_tutorial.py
And I'm getting the error:
File "/privacy/tutorials/mnist_dps…
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There exist numerical instability in **objectives.categorical_crossentropy** function, which cause gradient vanishing right after the first training batch.
I suggest adding $\epsilon$ to prevent the …
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Hi!
I want to search the best optimizer for the given "mnist_example" from SGD and Adam.
However, for SGD, I also want to know which momentum value is the best (which Adam doesn't need), but for …
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If one uses eg. a RF model to learn the side (instead of a simple moving average model), then how is meta-labelling carried out? Because we train the 1st primary model (RF) on X_train, do we also want…
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https://github.com/intro-stat-learning/ISLP/blob/bd0af3474fb4b6306c749a194b350199cd332a49/ISLP/torch/lightning.py#L17C51-L17C51
The fix for this is possibly to pin `pytorch_lightning` to
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--all_time is not working
> tensorboard-reporter \
> --run_dir ./models \
> --interval_hour 1 \
> --tag "loss" \
> --slack_channels "#tb-report" \
> --all_time
usage: tensorboard-report…