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[CPU] Code generation: FakeQuantize decomposition & common transforma…
…tions - tests #2
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src/tests/functional/inference_engine/snippets/src/pass/fake_quantize_decomposition_test.cpp
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| // Copyright (C) 2022 Intel Corporation | ||
| // SPDX-License-Identifier: Apache-2.0 | ||
| // | ||
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| #include <gtest/gtest.h> | ||
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| #include "common_test_utils/ngraph_test_utils.hpp" | ||
| #include "snippets/pass/common_optimizations.hpp" | ||
| #include "snippets/pass/constant_folding.hpp" | ||
| #include "fake_quantize_function.hpp" | ||
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| // TODO: to dbug only | ||
| #include "snippets/op/subgraph.hpp" | ||
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| namespace ov { | ||
| namespace test { | ||
| namespace snippets { | ||
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| namespace { | ||
| std::shared_ptr<ngraph::snippets::op::Subgraph> getSubgraph(const std::shared_ptr<Model>& f) { | ||
| std::shared_ptr<ngraph::snippets::op::Subgraph> subgraph; | ||
| for (const auto& op : f->get_ops()) { | ||
| auto tmp_subgraph = as_type_ptr<ngraph::snippets::op::Subgraph>(op); | ||
| if (tmp_subgraph != nullptr) { | ||
| NGRAPH_CHECK(subgraph == nullptr, "function contains more than one subgraph"); | ||
| subgraph = tmp_subgraph; | ||
| } | ||
| } | ||
| return subgraph; | ||
| } | ||
| } // namespace | ||
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| class FakeQuantizeDecompositionTest : public TransformationTestsF { | ||
| public: | ||
| void register_passes() { | ||
| manager.register_pass<ngraph::snippets::pass::CommonOptimizations>(); | ||
| manager.register_pass<ngraph::snippets::pass::ConstantFolding>(); | ||
| } | ||
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| void TearDown() override { | ||
| TransformationTestsF::TearDown(); | ||
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| auto body = getSubgraph(function)->get_body(); | ||
| auto body_ref = getSubgraph(function_ref)->get_body(); | ||
| auto res = comparator.compare(body, body_ref); | ||
| ASSERT_TRUE(res.valid) << res.message; | ||
| } | ||
| }; | ||
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| TEST_F(FakeQuantizeDecompositionTest, smoke_Snippets_FakeQuantizeDecomposition) { | ||
| function = FakeQuantizeFunction::getSubgraphWithFakeQuantize({1, 3, 299, 299}, element::f32, {{}, {}, {}, {}}, true); | ||
| function_ref = FakeQuantizeFunction::getSubgraphWithDecomposedFakeQuantize({1, 3, 299, 299}, element::f32, {{}, {}, {}, {}}, true); | ||
| register_passes(); | ||
| } | ||
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| } // namespace snippets | ||
| } // namespace test | ||
| } // namespace ov |
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40 changes: 40 additions & 0 deletions
40
src/tests/ngraph_helpers/snippets_ngraph_functions/include/fake_quantize_function.hpp
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| @@ -0,0 +1,40 @@ | ||
| // Copyright (C) 2022 Intel Corporation | ||
| // SPDX-License-Identifier: Apache-2.0 | ||
| // | ||
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| #pragma once | ||
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| #include "ngraph/ngraph.hpp" | ||
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| namespace ov { | ||
| namespace test { | ||
| namespace snippets { | ||
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| class FakeQuantizeFunction { | ||
| public: | ||
| // Parameter => [service ops for workaround to add FakeQuantize to Snippet] => FakeQuantize => Result | ||
| static std::shared_ptr<ov::Model> get( | ||
| const ngraph::Shape& inputShape, | ||
| const element::Type inputType, | ||
| const std::vector<ngraph::Shape>& fakeQuantizeShapes, | ||
| const float zeroPoint); | ||
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| // Parameter => Subgraph (Parameter => FakeQuantize => Result) => Result | ||
| static std::shared_ptr<ov::Model> getSubgraphWithFakeQuantize( | ||
| const ngraph::Shape& inputShape, | ||
| const element::Type inputType, | ||
| const std::vector<ngraph::Shape>& fakeQuantizeShapes, | ||
| const float zeroPoint); | ||
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| // Parameter => Subgraph (Parameter => element-wise ops from FakeQuantize decomposition results => Result) => Result | ||
| static std::shared_ptr<ov::Model> getSubgraphWithDecomposedFakeQuantize( | ||
| const ngraph::Shape& inputShape, | ||
| const element::Type inputType, | ||
| const std::vector<ngraph::Shape>& fakeQuantizeShapes, | ||
| const float zeroPoint); | ||
| }; | ||
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| } // namespace snippets | ||
| } // namespace test | ||
| } // namespace ov | ||
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