Sine Wave Prediction in TensorFlow

After I was unable to complete my own implementation of LSTM (for generating music), I decided to study TensorFlow to create an RNN similar to that used by Aran Nayebi and Matt Vitelli for use with music generation ( https: //cs224d.stanford .edu / reports / NayebiAran.pdf ). However, at the moment I'm just trying to evaluate the sine function - I'm going to switch to the correct musical sound after I get it to work.

I have a small problem with my network, and I can’t understand why this does not give me real results when I take a sample from the network during training.

Here my network output looks like this: Network output

- - , , .

: , .

!

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! , TensorFlow LSTM , .

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Source: https://habr.com/ru/post/1671521/


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