Keras Examples

Keras with TensorBoard - MNIST Training

keras_tensorboard.py is an example of training a small convolutional NN on the MNIST DataSet.

Pre-populated examples ready to enqueue

A self-hosted Trains Server installs with the example experiments located in the trains repository, examples folder

The experiment results tabs that contain the features in this example are the following:

  • HYPER PARAMETERS - Command line arguments.
  • ARTIFACTS
    • Input model, if the experiment executes for a second time, then this is a link to the input model details on the Projects page, models table.
    • Creating experiment (experiment creating this model). This is a link to that experiment's details on the Projects page, experiments table.
    • Output model and configuration.
  • RESULTS
    • SCALARS - Accuracy/loss scalar metric graphs.
    • PLOTS - Convolution weights histograms.
    • LOG - Console standard output/error.

AutoKeras

See AutoKeras in the "Integrations" section.