MLP3

MLP3

This folder contains code and saved models for an MLP with 3 hidden layers trained on CIFAR10

Contents

• Code

  • cifar10_keras_mlp3.py: Code to train MLP with 3 hidden layers on CIFAR10 without regularisation.
  • cifar10_keras_mlp3_rand.py: Code to train MLP with 3 hidden layers on CIFAR10 without regularisation and with random training labels.
  • cifar10_keras_mlp3_wd.py: Code to train MLP with 3 hidden layers on CIFAR10 with weight decay.

• Saved Models

  • cifar10_keras_mlp3.h5: A saved Keras Sequential model for MLP with 3 hidden layers, trained on CIFAR10.
  • cifar10_keras_mlp3_rand.h5: A saved Keras Sequential model for MLP with 3 hidden layers, trained on CIFAR10 with random labels.
  • cifar10_keras_mlp3_wd.h5: A saved Keras Sequential model for MLP with 3 hidden layers and L2 regularisation, trained on CIFAR10.