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@ -23,6 +23,12 @@
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namespace mindspore {
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namespace opt {
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namespace {
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bool InputIsParameterOrValueNode(const AnfNodePtr &node) {
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MS_EXCEPTION_IF_NULL(node);
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auto kernel_with_index = AnfAlgo::VisitKernel(node, 0);
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return kernel_with_index.first->isa<Parameter>() || kernel_with_index.first->isa<ValueNode>();
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}
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const AnfNodePtr AddMemcpyAsyncIfInputIsUsedByOthers(const FuncGraphPtr &graph, const CNodePtr &node) {
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MS_EXCEPTION_IF_NULL(graph);
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MS_EXCEPTION_IF_NULL(node);
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@ -39,7 +45,8 @@ const AnfNodePtr AddMemcpyAsyncIfInputIsUsedByOthers(const FuncGraphPtr &graph,
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if (manager->node_users().find(input) == manager->node_users().end()) {
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MS_LOG(EXCEPTION) << "node has no output in manager";
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}
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if (manager->node_users()[input].size() > 1) {
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// when input is used by others or is a parameter or is a value node, insert a memcpy_async
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if (manager->node_users()[input].size() > 1 || InputIsParameterOrValueNode(input)) {
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replace = true;
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new_inputs.push_back(CreateMemcpyAsyncOp(graph, input));
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} else {
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