NAME

       dlmodel_source - create a structured deep learning model directory

SYNOPSIS

       dlmodel_source

DESCRIPTION

       dlmodel_source  helps  to  create a structured deep learning (DL) model directory via CLI.
       Please refer to the specification section below for more details.

       The structured directory will be created in /tmp.

       Questions for collecting model information:

       Package name
              The name of the DL package, e.g. inception.

       Package version
              The version of the DL package, e.g. 3.

       Modle filepath
              Absolute or relative path of the model file.

       Label filepath
              Absolute or relative path of the label file.

       Config name
              Name of the config data source (see config filepath below). If  there  is  not  any
              config, leave it blank.

       Config filepath
              Absolute or relative path of the config file.

       Inference engine
              The inference engine supporting the DL model's format.

MODEL DIRECTORY STRUCTURE

       Example of a structured DL model directory:

           <modelname-version>
           |-- <model-file>
           |-- <label-file>
           |-- <optional-config-files>
           |-- LICENSE    # optional currently
           `-- meta.json

METADATA FORMAT OF MODEL PACKAGE

       Metadata, meta.json, describes all the details in the structured model directory.

       Example of meta.json

           # Note: model directory name is fight-detection-1.0.0
           {
               "name": "fight-detection",
               "version": "1.0.0",
               "inference-engine": "tensorflow",
               "model": "model.pb",
               "label": "labels.txt",
               # optional configs
               "config": {
                   "<optional-key>": "<optional-value>",
                   "<optional-key>": "<optional-value>",
                   ...
               },
               "checksums-sha256": {
                   "model.pb": "<sha256sum>",
                   "labels.txt": "<sha256sum>",
                   "<optional-file-path>": "<sha256sum>",
                   ...
               }
           }

SEE ALSO

       dlmodel2deb(1)