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I have encountered a error in model training and the error is _main__:79: RuntimeWarning: overflow encountered in multiply __main__:80: RuntimeWarning: overflow encountered in multiply __main__:80: RuntimeWarning: invalid value encountered in subtract Iteration: 10 ; error = nan Iteration: 20 ; error = nan about matrix-factorization-in-python HOT 2 CLOSED

YarraguntlaNitish avatar YarraguntlaNitish commented on September 13, 2024
I have encountered a error in model training and the error is _main__:79: RuntimeWarning: overflow encountered in multiply __main__:80: RuntimeWarning: overflow encountered in multiply __main__:80: RuntimeWarning: invalid value encountered in subtract Iteration: 10 ; error = nan Iteration: 20 ; error = nan

from matrix-factorization-in-python.

Comments (2)

YarraguntlaNitish avatar YarraguntlaNitish commented on September 13, 2024 1

The problem has been solved as i reduced the alpha value and increased the number of epochs for gradient descent to converge.

Thanks

from matrix-factorization-in-python.

YarraguntlaNitish avatar YarraguntlaNitish commented on September 13, 2024

main:79: RuntimeWarning: overflow encountered in multiply
main:80: RuntimeWarning: overflow encountered in multiply
main:80: RuntimeWarning: invalid value encountered in subtract
Iteration: 10 ; error = nan
Iteration: 20 ; error = nan

and my training_process shows all nan's

from matrix-factorization-in-python.

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