# Import the same interval of previous week into the deep model

In a dataset, the data are the average of vehicles speed in the points (cells) of a map. I am trying to build a prediction model.

While the inputs are the average of vehicles speed of all points in recent 40 min and the outputs are the next 10 min of all points.

If there were 320 points on the map, the input shape = (320,20) and the output shape =(320,5). The averages of vehicles speed are collected each 2 min in all points.

There are several such samples (n samples, x=(n,320,20), y=(n,320,5)).

The code of the final architecture of my model:

model = models.Sequential()
activation='relu',