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Memory fixes. Resolves #10867, and resolves #14080#14372

Merged

nswamy merged 14 commits intoapache:masterfrom

andrewfayres:reshape_leak

Mar 28, 2019

Commits on Mar 8, 2019

Fixes for memory leak when reshaping executor
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Fixed Adam Optimizer memory leak
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Cleanup for PR
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Added unit test for new ResourceScope method
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Removing import that was added by overzealous ide
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Add back in an import
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Commits on Mar 9, 2019

Added flags for executor to know whether or not it owns NDArrays for disposal
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Commits on Mar 12, 2019

Moving to ResourceScope.using implementation
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Commits on Mar 16, 2019

Changes to make ResourceScope.using work with existing scope
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Commits on Mar 21, 2019

Commits on Mar 27, 2019

Removing some unnecessary changes
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Adding scope assertion in unit test
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