'Pandas shape mismatch error for keras model

I am working on a time-distributed CNN based on TensorFlow-Keras. I am confused between the shape of input data required by my model and the actual input data I am providing.

The required input data shape is : (none,443000,200,160) The shape that I have for my data: (44300,160,1) My input data is a dataframe of original shape: (44300,161) I tried using reshape but it doesn't seem to be working.

Below is the model plot that I am using: enter image description here



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