model_definition:
  name: tf-mnist-showtest1
  author:
    name: DL Developer
    email: ""
  description: Simple MNIST model implemented in TF
  framework:
    name: tensorflow
    version: "1.5"
    runtimes: 
      name: python
      version: "3.5"
  execution:
    command: python3 convolutional_network.py --trainImagesFile ${DATA_DIR}/train-images-idx3-ubyte.gz
      --trainLabelsFile ${DATA_DIR}/train-labels-idx1-ubyte.gz --testImagesFile ${DATA_DIR}/t10k-images-idx3-ubyte.gz
      --testLabelsFile ${DATA_DIR}/t10k-labels-idx1-ubyte.gz --learningRate 0.001
      --trainingIters 20000
    compute_configuration:
      name: k80
training_data_reference:
  name: training_data_reference_name
  connection:
    endpoint_url: "https://s3-api.us-geo.objectstorage.service.networklayer.com"
    access_key_id: "722432c254bc4eaa96e05897bf2779e2"
    secret_access_key: "286965ac10ecd4de8b44306288c7f5a3e3cf81976a03075c"
  source:
    bucket: training-data
  type: s3
training_results_reference:
  name: training_results_reference_name
  connection:
    endpoint_url: "https://s3-api.us-geo.objectstorage.service.networklayer.com"
    access_key_id: "722432c254bc4eaa96e05897bf2779e2"
    secret_access_key: "286965ac10ecd4de8b44306288c7f5a3e3cf81976a03075c"
  target:
    bucket: training-results
  type: s3