Sorry if this was too trivial but I want to get the output of the neural network I trained for the specific inputs that I feed. The notation I often saw was of TrainedNet[inp] kind. But when I use this I do not get the output but the result given in figure below:
The issue here is that you used
NetTrain[mynet, data, All], which returns a
NetTrainResultsObject. From a
NetTrainResultsObject, you can use
results["TrainedNet"]) to get the network, or you can retrain your network with
NetTrain[mynet, data] which will only return the trained net.