Hi Spanev,
the code line is
self.pool=nn.MaxPool1d(22,stride=1,padding=10,dilation=1)
The input shape is <2,128,66>
the output shape is <128,65>
the output shape is correct when i  calculate, except it is now a 2D tensor and not 3D which gives:





RuntimeError: Expected 3-dimensional input for 3-dimensional weight 128 128, but got 2-dimensional input of size [128, 65] instead