Model Archiver is used for creating archives of trained neural net models that can be consumed by MXNet-Model-Server inference
Model Archiver is a tool used for creating archives of trained neural net models that can be consumed by MXNet-Model-Server inference.
Use the Model Archiver CLI to start create a .mar
file.
Model Archiver is part of MMS <https://pypi.org/project/mxnet-model-server/>
__.
However,you ca install Model Archiver stand alone.
Detailed documentation and examples are provided in the README <https://github.com/awslabs/mxnet-model-server/model-archiver/README.md>
__.
ONNX support is optional in model-archiver
tool. It's not installed
by default with model-archiver
.
If you wish to package a ONNX model, you will need to first install a
protobuf
compiler, onnx
and mxnet
manually.
Instructions for installing Model Archiver with ONNX <https://github.com/awslabs/mxnet-model-server/blob/master/model-archiver/docs/convert_from_onnx.md#install-model-archiver-with-onnx-support>
__.
::
pip install model-archiver
We welcome new contributors of all experience levels. For information on
how to install MMS for development, refer to the MMS docs <https://github.com/awslabs/mxnet-model-server/blob/master/docs/install.md>
__.
Official source code repo <https://github.com/awslabs/mxnet-model-server>
__Download releases <https://pypi.org/project/mxnet-model-server/#files>
__Issue tracker <https://github.com/awslabs/mxnet-model-server/issues>
__You can check the latest source code as follows:
::
git clone https://github.com/awslabs/mxnet-model-server.git
After installation, try out the MMS Quickstart for Create a model archive <https://github.com/awslabs/mxnet-model-server/blob/master/README.md#model-archive>
__
and Serving a Model <https://github.com/awslabs/mxnet-model-server/blob/master/README.md#serve-a-model>
__.
Documentation <https://github.com/awslabs/mxnet-model-server/blob/master/docs/README.md>
__Forum <https://discuss.mxnet.io/latest>
__If you use MMS in a publication or project, please cite MMS: https://github.com/awslabs/mxnet-model-server