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@jiwonmik checkpoint_ns stands for checkpoint namespace -- it shows which graph the checkpoint originates from. "" means root graph, otherwise it's a "|"-separated path to a subgraph node. for example, if a parent graph has subgraph in a node called child, the checkpoint_ns value for child checkpoints will be child as well. if a child subgraph has a grandchild subgraph node, checkpoint_ns for grandchild checkpoints will be child|grandchild

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@jiwonmik
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