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Nans?
Hi , I have few questions.
I just downloaded and ran your code.
I get an error after some ~= 500 epochs.
Is this because it is running for too long?
Epoch: 498
[[ 78.81487274]
[ 78.81487274]
[ 78.81487274]
...,
[ 78.81487274]
[ 78.81487274]
[ 78.81487274]]
('Percent wrong by D: ', 0.0)
('Current sigma = ', array([ 0.00022991], dtype=float32))
('Current mu = ', 1.3912925)Epoch: 598
[[ nan]
[ nan]
[ nan]
...,
[ nan]
[ nan]
[ nan]]
fgan.py:98: RuntimeWarning: invalid value encountered in less_equal
print("Percent wrong by D: ",np.mean(d_pred<=0.5))
('Percent wrong by D: ', 0.0)
('Current sigma = ', array([ nan], dtype=float32))
('Current mu = ', nan)
Thanks
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