Fix/Fix memory leak in dygraph#17394
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JiabinYang merged 11 commits intoPaddlePaddle:developfrom May 17, 2019
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… feature/sorted_gradient_dygraph
… feature/sorted_gradient_dygraph
… feature/sorted_gradient_dygraph
sneaxiy
reviewed
May 14, 2019
paddle/fluid/imperative/layer.cc
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| bck_map = new BackwardSumMap(); | ||
| grad_ref = new GradientRef(); | ||
| bck_map = BackwardSumMap(); | ||
| grad_ref = GradientRef(); |
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These two lines are unnecessary. BTW, it seems that it is not necessary thatbck_map and grad_ref are data member of Autograd. Just make them temporary variable inside the function.
sneaxiy
reviewed
May 14, 2019
paddle/fluid/imperative/layer.cc
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| if (grad_ref->find(vb) == grad_ref->end()) { | ||
| grad_ref->insert(std::make_pair(vb, 1)); | ||
| if (grad_ref.find(vb) == grad_ref.end()) { | ||
| grad_ref.insert(std::make_pair(vb, 1)); |
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C++ guarantees zero-initialization of primitive types. See here. You can just write ++grad_ref[vb];
paddle/fluid/imperative/layer.cc
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| BackwardSumMap* bck_map; | ||
| GradientRef* grad_ref; | ||
| BackwardSumMap bck_map; | ||
| GradientRef grad_ref; |
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No need to be data members.
JiabinYang
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Fix memory leak problem in dygraph mode and using
unique_ptrto holdVariableto make sure it can be freed automatically whenVarbaseis released by python gc