Use clone_function instead of specialize_function (#1523)
* Try to use clone_function instead of specialize_function * Try to fix stress tests * Remove redundant specialize_function * Fixed TI clone * Removed redundant code * Uncomment threading tests * Fixed docs * copy function friendly name too * Fixed copy rt_info * Fixed comments
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@@ -10,7 +10,7 @@
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#include <threading/ie_executor_manager.hpp>
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#include <ngraph/op/util/op_types.hpp>
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#include <ngraph/specialize_function.hpp>
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#include <ngraph/graph_util.hpp>
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#include <ngraph/pass/manager.hpp>
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#include <ngraph/opsets/opset.hpp>
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#include <transformations/common_optimizations/common_optimizations.hpp>
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@@ -52,7 +52,6 @@ Plugin::~Plugin() {
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std::shared_ptr<ngraph::Function> TransformNetwork(const std::shared_ptr<const ngraph::Function>& function) {
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// 1. Copy ngraph::Function first to apply some transformations which modify original ngraph::Function
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const bool shareConsts = false, constFolding = false;
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std::vector<::ngraph::element::Type> new_types;
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std::vector<::ngraph::PartialShape> new_shapes;
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@@ -61,11 +60,7 @@ std::shared_ptr<ngraph::Function> TransformNetwork(const std::shared_ptr<const n
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new_types.emplace_back(parameter->get_element_type());
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}
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auto clonedNetwork = ngraph::specialize_function(std::const_pointer_cast<ngraph::Function>(function),
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new_types, new_shapes, std::vector<void *>(new_types.size(), nullptr), constFolding, shareConsts);
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auto transformedNetwork = clonedNetwork;
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transformedNetwork->set_friendly_name(function->get_friendly_name());
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auto transformedNetwork = ngraph::clone_function(*function);
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// 2. Perform common optimizations and device-specific transformations
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ngraph::pass::Manager passManager;
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