no the input size is 128 x 2, 128 is batch size and size of input feature vector is 2.
It is not a computer vision problem it is CFD related regression problem. I am learning a transport equation mapping via neural network with outputs 7 dimensional vector as a prediction.
I am trying to down-sample the 128 x 500 to 128 x <bottleneck_layer_size> bottleneck_layer_size is always less then 500. Is there any method like interpolation which down-samples this vector