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make foreach op use FStatefulComputeEx.
TODO we need to change stateful executor to handle subgraph.
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reuse memory between iterations in inference. reuse memory between mini-batches in training.
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fix a bug of cutting NodeEntry.
When two node entries refer to the same output of a node, we should create only one var node for these two node entries.
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Fix a bug in getting a list of variable names.
We can't get a list of variable names from a hashtable. The order can't be guaranteed. Python2 and Python3 output different orders.
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