RuntimeError: shape '[-1, 1, 1022]' is invalid for input of size 130560

This error occurs when the size of the input data does not match the expected size of the model. The error message indicates that the input data has a shape of [-1, 1, 1022], which means it has an undefined number of samples, one channel, and 1022 features. However, the model expects input data with a different shape.

To resolve this error, you need to ensure that your input data has the correct shape expected by the model. You can do this by checking the input shape of the model and reshaping your input data accordingly.

If you are using a pre-trained model, you may need to preprocess your data to match the input format expected by the model. Alternatively, you can modify the model architecture to accept input data with the desired shape.

In summary, to fix this error, you need to ensure that the input data shape matches the expected shape of the model.