Wallaroo SDK Upload Tutorial: Keras Sequential Single IO
How to upload a Keras Sequential Single IO model to Wallaroo via the Wallaroo SDK
Wallaroo SDK Upload Tutorials: Tensorflow Keras
How to upload different Tensorflow Keras models to Wallaroo.
The following tutorials cover how to upload sample Tensorflow Keras models.
| Parameter | Description |
|---|---|
| Web Site | https://www.tensorflow.org/api_docs/python/tf/keras/Model |
| Supported Libraries |
|
| Framework | Framework.KERAS aka keras |
| Supported File Types | SavedModel format as .zip file and HDF5 format |
| Runtime | Containerized aka mlflow |
TensorFlow Keras SavedModel Format
TensorFlow Keras SavedModel models are .zip file of the SavedModel format. For example, the Aloha sample TensorFlow model is stored in the directory alohacnnlstm:
├── saved_model.pb
└── variables
├── variables.data-00000-of-00002
├── variables.data-00001-of-00002
└── variables.index
This is compressed into the .zip file alohacnnlstm.zip with the following command:
zip -r alohacnnlstm.zip alohacnnlstm/
See the SavedModel guide for full details.
TensorFlow Keras H5 Format
Wallaroo supports the H5 for Tensorflow Keras models.