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create sample training job with keras retinanet horovod with coco dataset #17

@Smarker

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@Smarker

the sample will derive from this repo but be adapted for pybatchai

Preferably, we would run the sample with a command like:

pybatchai sample create \
--name <sample name> \
--distributed

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