if one did that would nn.Conv1d(1, F, K, stride=1) combine the output of each filer? I guess it would based on the equation:

which I find super strange. What would the meaning of combining the processing of one data point to another? Isn’t that weird? Maybe its not but I don’t understand the motivation to do it.