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adding mxnet embedding serving notebook (#882)

* adding ImagNet embedding notebook from gluon vision zoo * modified the resnet embedding following PR review * removed the training API part, updated to mxnet 1.4, enriched the markdown doc.

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sagemaker-python-sdk/mxnet_gluon_embedding_server
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