Amazon Elastic Inference
Developer Guide

Using MXNet Models with Elastic Inference

This release of Elastic Inference Apache MXNet has been tested to perform well and provide cost-saving benefits with the following deep learning use cases and network architectures (and similar variants).

Use Case Example Network Topology

Image Recognition

Inception, ResNet, VGG, ResNext

Object Detection

SSD

Text to Speech

WaveNet

More Models and Resources

Here are some more pre-trained models and examples to try with EI.

  1. MXNet Model Zoo - these Gluon models can be exported to the Symbol format and used with EI.

  2. Open Neural Network Exchange (ONNX) Models with MXNet - MXNet natively supports the ONNX model format, so you can use EI with ONNX models that were exported from other frameworks.

For more tutorials and examples, see the framework's official Python documentation, the Python API for MXNet, or the website.