Hi Patrick,
The data is a time series of 1024 in len. What you mean about fake temporal dimension ( the data has about 4:26 minutes because the points are signals in 4hz) , i actually change now the kernel size and padding a bit, to see how the output behaves. I change now the kernels to size of 3 with padding of one. I know understood the kernel one and linear, because I had a simpler vanilla model and the accuracy was equal.
Thanks for the time you took in explaining very clear what is happening on my code.
Ian