The inputs are acceleration and gyroscope data and timing of that data. The purpose of the NN is a study into the effectiveness of NN to measure stride lengths. I am getting values greater than one now thankfully, I think I was not running the training for long enough. The problem now is that for a test batch of 200 inputs the output remains the same.
Typical values range from 1.2514 to 1.5568. Is there any way to get it so it gives a unique float output for each input in this range?