Modern Deep Learning Design and Application Development by Andre Ye

Author:Andre Ye
Language: eng
Format: epub
ISBN: 9781484274132
Publisher: Apress

Listing 4-1Loading MNIST data

The MNIST dataset is notably a relatively simpler dataset, but for our benchmark model, we’ll build a deliberately redundant model with many more neurons and layers than are needed. This model (Listing 4-2) will contain ten hidden layers, with groups of two layers containing the same successively decreasing power of 2 (from 512 to 32), such that the number of neurons in the hidden layer goes 512-512-256-256-128-128-….# import layers

import keras.layers as L

# construct Sequential model

model = keras.Sequential()

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