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Example symbol file after proposed update update


Code Block
{
    "nodes": [..........]
    "arg_nodes": [0, 1, 2, 4, 5],
    "node_row_ptr": [0, 1, 2, 3, 4, 5, 6, 7, 8],
    "heads": [[7, 0, 0]],
    "attrs": {"mxnet_version": ["int", 10301]
              "inputs": {"data":[1,3,224,224]},
              "outputs" : {"softmax_label":[1,10]
              }
}

Use cases

  1. Single input, single output
  2. Single input, multiple outputs
  3. Multiple input with same or different transformation, single output
  4. Multiple input with same or different transformation, multiple output

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Code Block
languagepy
## net => Hybrid Sequential Network
## input_transforms => Hybrid Sequential Transformation Pipeline
gluon.contrib.utils.export(net, path="./my_model", 
                           epoch=0, 
                           signature={constants.INPUT_DESC:[("data", (1,3,224,224))],
                                      constants.OUTPUT_DESC:[("softmax_label", (1,10))]},
                           input_transforms={"data":input_transforms},
                           output_transforms=None)

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