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pass_manager.cpp
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366 lines (293 loc) · 11.7 KB
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// Copyright (C) 2018-2026 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#include <gtest/gtest.h>
#include <memory>
#include <sstream>
#include <string>
#include <vector>
#include "common_test_utils/test_tools.hpp"
#include "openvino/core/graph_util.hpp"
#include "openvino/core/model.hpp"
#include "openvino/op/add.hpp"
#include "openvino/op/matmul.hpp"
#include "openvino/op/multiply.hpp"
#include "openvino/op/parameter.hpp"
#include "openvino/pass/graph_rewrite.hpp"
#include "openvino/pass/manager.hpp"
#include "openvino/pass/pass.hpp"
#include "openvino/pass/validate.hpp"
using namespace ov;
using namespace std;
namespace {
std::shared_ptr<ov::Model> make_test_graph() {
auto arg_0 = std::make_shared<ov::op::v0::Parameter>(ov::element::f32, ov::Shape{2, 2});
auto arg_1 = std::make_shared<ov::op::v0::Parameter>(ov::element::f32, ov::Shape{2, 2});
auto arg_2 = std::make_shared<ov::op::v0::Parameter>(ov::element::f32, ov::Shape{2, 2});
auto arg_3 = std::make_shared<ov::op::v0::Parameter>(ov::element::f32, ov::Shape{2, 2});
auto arg_4 = std::make_shared<ov::op::v0::Parameter>(ov::element::f32, ov::Shape{2, 2});
auto arg_5 = std::make_shared<ov::op::v0::Parameter>(ov::element::f32, ov::Shape{2, 2});
auto t0 = std::make_shared<ov::op::v1::Add>(arg_0, arg_1);
auto t1 = std::make_shared<ov::op::v0::MatMul>(t0, arg_2);
auto t2 = std::make_shared<ov::op::v1::Multiply>(t0, arg_3);
auto t3 = std::make_shared<ov::op::v1::Add>(t1, arg_4);
auto t4 = std::make_shared<ov::op::v1::Add>(t2, arg_5);
auto r0 = std::make_shared<ov::op::v1::Add>(t3, t4);
auto m = std::make_shared<ov::Model>(r0, ov::ParameterVector{arg_0, arg_1, arg_2, arg_3, arg_4, arg_5});
return m;
}
// This function traverses the vector of ops and verifies that each op's dependencies (its inputs)
// is located earlier in the vector. That is enough to be valid
bool validate_list(const std::vector<std::shared_ptr<ov::Node>>& nodes) {
bool rc = true;
for (auto it = nodes.rbegin(); it != nodes.rend(); it++) {
auto node_tmp = *it;
ov::NodeVector dependencies_tmp;
for (auto& val : node_tmp->input_values())
dependencies_tmp.emplace_back(val.get_node_shared_ptr());
std::vector<ov::Node*> dependencies;
for (std::shared_ptr<ov::Node> n : dependencies_tmp) {
dependencies.push_back(n.get());
}
auto tmp = it;
for (tmp++; tmp != nodes.rend(); tmp++) {
auto dep_tmp = *tmp;
auto found = find(dependencies.begin(), dependencies.end(), dep_tmp.get());
if (found != dependencies.end()) {
dependencies.erase(found);
}
}
if (dependencies.size() > 0) {
rc = false;
}
}
return rc;
}
class TestMatcherPassTrue : public ov::pass::MatcherPass {
public:
TestMatcherPassTrue() : MatcherPass() {
auto any_input = ov::pass::pattern::any_input();
ov::matcher_pass_callback callback = [](ov::pass::pattern::Matcher&) {
return true;
};
auto m = std::make_shared<ov::pass::pattern::Matcher>(any_input, "TestMatcherPassTrue");
this->register_matcher(m, callback);
}
};
class TestMatcherPassFalse : public ov::pass::MatcherPass {
public:
TestMatcherPassFalse() : MatcherPass() {
auto any_input = ov::pass::pattern::any_input();
ov::matcher_pass_callback callback = [](ov::pass::pattern::Matcher&) {
return false;
};
auto m = std::make_shared<ov::pass::pattern::Matcher>(any_input, "TestMatcherPassFalse");
this->register_matcher(m, callback);
}
};
class TestModelPassTrue : public pass::ModelPass {
public:
bool run_on_model(const std::shared_ptr<ov::Model>&) override {
return true;
}
};
class TestModelPassFalse : public pass::ModelPass {
public:
bool run_on_model(const std::shared_ptr<ov::Model>&) override {
return false;
}
};
class CountingValidate : public ov::pass::Validate {
public:
bool run_on_model(const std::shared_ptr<ov::Model>& model) override {
is_applied = true;
return Validate::run_on_model(model);
}
bool is_applied = false;
};
class ValidateTestManager : public pass::Manager {
protected:
void push_validate_pass() override {
push_pass<CountingValidate>();
}
public:
int get_num_validate_executed() {
int total = 0;
for (const auto& pass : m_pass_list) {
if (auto counting_validate = ov::as_type_ptr<CountingValidate>(pass)) {
total += counting_validate->is_applied;
}
}
return total;
}
};
TEST(pass_manager, Validate_passes_not_applied) {
ValidateTestManager manager;
manager.set_per_pass_validation(false);
auto graph = make_test_graph();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
auto validate = manager.register_pass<CountingValidate>();
const auto res = manager.run_passes(graph);
EXPECT_FALSE(res);
EXPECT_FALSE(validate->is_applied);
}
TEST(pass_manager, Validate_model_pass_applied) {
ValidateTestManager manager;
manager.set_per_pass_validation(false);
auto graph = make_test_graph();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassTrue>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
auto validate = manager.register_pass<CountingValidate>();
const auto res = manager.run_passes(graph);
EXPECT_TRUE(res);
EXPECT_TRUE(validate->is_applied);
}
TEST(pass_manager, Validate_matcher_pass_applied) {
ValidateTestManager manager;
manager.set_per_pass_validation(false);
auto graph = make_test_graph();
manager.register_pass<TestMatcherPassTrue>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
auto validate = manager.register_pass<CountingValidate>();
const auto res = manager.run_passes(graph);
EXPECT_TRUE(res);
EXPECT_TRUE(validate->is_applied);
}
TEST(pass_manager, Validate_three_validations) {
ValidateTestManager manager;
manager.set_per_pass_validation(false);
auto graph = make_test_graph();
manager.register_pass<TestMatcherPassTrue>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
auto validate_1 = manager.register_pass<CountingValidate>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
auto validate_2 = manager.register_pass<CountingValidate>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassTrue>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassTrue>();
manager.register_pass<TestModelPassFalse>();
auto validate_3 = manager.register_pass<CountingValidate>();
const auto res = manager.run_passes(graph);
EXPECT_TRUE(res);
EXPECT_TRUE(validate_1->is_applied);
EXPECT_FALSE(validate_2->is_applied);
EXPECT_TRUE(validate_3->is_applied);
}
TEST(pass_manager, Validate_per_pass) {
ValidateTestManager manager;
manager.set_per_pass_validation(true); // by default true
auto graph = make_test_graph();
manager.register_pass<TestMatcherPassTrue>();
auto validate_1 = manager.register_pass<CountingValidate>();
auto validate_2 = manager.register_pass<CountingValidate>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassTrue>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassTrue>();
manager.register_pass<TestModelPassFalse>();
auto validate_3 = manager.register_pass<CountingValidate>();
const auto res = manager.run_passes(graph);
const auto num_true_passes = 3;
EXPECT_TRUE(res);
EXPECT_FALSE(validate_1->is_applied);
EXPECT_FALSE(validate_2->is_applied);
EXPECT_FALSE(validate_3->is_applied);
EXPECT_EQ(manager.get_num_validate_executed(), num_true_passes);
}
TEST(pass_manager, Validate_single_validate) {
ValidateTestManager manager;
manager.set_per_pass_validation(false);
auto graph = make_test_graph();
auto validate = manager.register_pass<CountingValidate>();
const auto res = manager.run_passes(graph);
EXPECT_FALSE(res);
EXPECT_FALSE(validate->is_applied);
}
TEST(pass_manager, Validate_single_validate_per_pass) {
ValidateTestManager manager;
manager.set_per_pass_validation(true); // by default true
auto graph = make_test_graph();
auto validate = manager.register_pass<CountingValidate>();
const auto res = manager.run_passes(graph);
const auto num_true_passes = 0;
EXPECT_FALSE(res);
EXPECT_FALSE(validate->is_applied);
EXPECT_EQ(manager.get_num_validate_executed(), num_true_passes);
}
TEST(pass_manager, Validate_counter) {
ValidateTestManager manager;
manager.set_per_pass_validation(true); // by default true
auto graph = make_test_graph();
manager.register_pass<TestMatcherPassTrue>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassTrue>();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassTrue>();
manager.register_pass<TestModelPassFalse>();
manager.register_pass<CountingValidate>();
const auto res = manager.run_passes(graph);
const auto num_true_passes = 3;
EXPECT_TRUE(res);
EXPECT_EQ(manager.get_num_validate_executed(), num_true_passes);
}
TEST(pass_manager, Validate_counter_0) {
ValidateTestManager manager;
manager.set_per_pass_validation(false);
auto graph = make_test_graph();
manager.register_pass<TestMatcherPassFalse>();
manager.register_pass<TestModelPassFalse>();
const auto res = manager.run_passes(graph);
const auto num_true_passes = 0;
EXPECT_FALSE(res);
EXPECT_EQ(manager.get_num_validate_executed(), num_true_passes);
}
TEST(pass_manager, Validate_counter_1) {
ValidateTestManager manager;
manager.set_per_pass_validation(false);
auto graph = make_test_graph();
manager.register_pass<TestMatcherPassTrue>();
manager.register_pass<TestModelPassTrue>();
const auto res = manager.run_passes(graph);
EXPECT_TRUE(res);
EXPECT_EQ(manager.get_num_validate_executed(), /*no Validate inserted*/ 0);
}
} // namespace
TEST(pass_manager, add) {
pass::Manager pass_manager;
auto graph = make_test_graph();
size_t node_count = 0;
ov::traverse_nodes(graph, [&](shared_ptr<Node> /* node */) {
node_count++;
});
pass_manager.run_passes(graph);
auto sorted = graph->get_ordered_ops();
EXPECT_EQ(node_count, sorted.size());
EXPECT_TRUE(validate_list(sorted));
}