[Framework] Unify the GNN training loop #285
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[Feature] New framework
[Feature] Update Framework
[Feature] Support DDP
[Update] Add customized early-stopping
[Framework] Support DDP training for cluster_dw and graphsage_dw
* modify custom_dataset * fix bugs for graph_classification
* modify custom_dataset * fix bugs for graph_classification * fix bugs in defining custom dataset * fix bugs in link_prediction and graph_classification
* modify custom_dataset * fix bugs for graph_classification * fix bugs in defining custom dataset * fix bugs in link_prediction and graph_classification * fix bugs in gnn_link_prediction
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