MLP1

MLP1

This folder contains code and saved models for an MLP with 1 hidden layer trained on CIFAR10

Contents

• Code

  • cifar10_keras_mlp.py: Code to train MLP with 1 hidden layer on CIFAR10 without regularisation.
  • cifar10_keras_mlp_rand.py: Code to train MLP with 1 hidden layer on CIFAR10 without regularisation and with random training labels.
  • cifar10_keras_mlp_wd.py: Code to train MLP with 1 hidden layer on CIFAR10 with weight decay.

• Saved Models

  • cifar10_keras_mlp.h5: A saved Keras Sequential model for MLP with 1 hidden layer, trained on CIFAR10.
  • cifar10_keras_mlp_rand.h5: A saved Keras Sequential model for MLP with 1 hidden layer, trained on CIFAR10 with random labels.
  • cifar10_keras_mlp_wd.h5: A saved Keras Sequential model for MLP with 1 hidden layer and L2 regularisation, trained on CIFAR10.