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[GNA] Support for cascade concat with non functional layers between c…
…oncats (openvinotoolkit#598) [GNA] Support for cascade concat with non functional layers between concats
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65 changes: 65 additions & 0 deletions
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...gine/tests/functional/plugin/gna/shared_tests_instances/subgraph_tests/cascade_concat.cpp
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,65 @@ | ||
| // Copyright (C) 2020 Intel Corporation | ||
| // SPDX-License-Identifier: Apache-2.0 | ||
| #include <vector> | ||
| #include <ie_precision.hpp> | ||
| #include <subgraph_tests/cascade_concat.hpp> | ||
| #include "common_test_utils/test_constants.hpp" | ||
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| using namespace LayerTestsDefinitions; | ||
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| namespace { | ||
| std::vector<std::vector<std::vector<size_t>>> shape1{ | ||
| {{1, 64}}, | ||
| {{1, 128}}, | ||
| {{1, 32}}, | ||
| {{1, 16}}, | ||
| {{1, 8}} | ||
| }; | ||
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| std::vector<std::vector<std::vector<size_t>>> shape2{ | ||
| {{1, 72}}, | ||
| {{1, 128}}, | ||
| {{1, 32}}, | ||
| {{1, 16}}, | ||
| {{1, 8}} | ||
| }; | ||
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| std::vector<std::vector<std::vector<size_t>>> shape3{ | ||
| {{1, 80}}, | ||
| {{1, 128}}, | ||
| {{1, 32}}, | ||
| {{1, 16}}, | ||
| {{1, 8}} | ||
| }; | ||
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| std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, | ||
| }; | ||
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| std::map<std::string, std::string> additional_config = { | ||
| {"GNA_SCALE_FACTOR_0", "1"}, | ||
| {"GNA_SCALE_FACTOR_1", "1"}, | ||
| {"GNA_SCALE_FACTOR_2", "1"} | ||
| }; | ||
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| INSTANTIATE_TEST_CASE_P(cascade_concat, CascadeConcat, | ||
| ::testing::Combine( | ||
| ::testing::ValuesIn(shape1), | ||
| ::testing::ValuesIn(shape2), | ||
| ::testing::ValuesIn(shape3), | ||
| ::testing::ValuesIn(netPrecisions), | ||
| ::testing::Values(false), | ||
| ::testing::Values(CommonTestUtils::DEVICE_GNA), | ||
| ::testing::Values(additional_config)), | ||
| CascadeConcat::getTestCaseName); | ||
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| INSTANTIATE_TEST_CASE_P(cascade_concat_multioutput, CascadeConcat, | ||
| ::testing::Combine( | ||
| ::testing::ValuesIn(shape1), | ||
| ::testing::ValuesIn(shape2), | ||
| ::testing::ValuesIn(shape3), | ||
| ::testing::ValuesIn(netPrecisions), | ||
| ::testing::Values(true), | ||
| ::testing::Values(CommonTestUtils::DEVICE_GNA), | ||
| ::testing::Values(additional_config)), | ||
| CascadeConcat::getTestCaseName); | ||
| } // namespace |
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inference-engine/tests/functional/plugin/shared/include/subgraph_tests/cascade_concat.hpp
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| @@ -0,0 +1,31 @@ | ||
| // Copyright (C) 2020 Intel Corporation | ||
| // SPDX-License-Identifier: Apache-2.0 | ||
| #pragma once | ||
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| #include <tuple> | ||
| #include <string> | ||
| #include <vector> | ||
| #include "functional_test_utils/layer_test_utils.hpp" | ||
| #include "ngraph_functions/builders.hpp" | ||
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| namespace LayerTestsDefinitions { | ||
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| typedef std::tuple< | ||
| std::vector<std::vector<size_t>>, //input shapes 1 | ||
| std::vector<std::vector<size_t>>, //input shapes 2 | ||
| std::vector<std::vector<size_t>>, //input shapes 3 | ||
| InferenceEngine::Precision, //Network precision | ||
| bool, //Multioutput -> True, Single out ->false | ||
| std::string, //Device name | ||
| std::map<std::string, std::string>//config | ||
| > CascadeConcatTuple; | ||
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| class CascadeConcat | ||
| : public testing::WithParamInterface<CascadeConcatTuple>, | ||
| public LayerTestsUtils::LayerTestsCommon { | ||
| public: | ||
| static std::string getTestCaseName(const testing::TestParamInfo<CascadeConcatTuple> &obj); | ||
| protected: | ||
| void SetUp() override; | ||
| }; | ||
| } // namespace LayerTestsDefinitions |
66 changes: 66 additions & 0 deletions
66
inference-engine/tests/functional/plugin/shared/src/subgraph_tests/cascade_concat.cpp
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,66 @@ | ||
| // Copyright (C) 2020 Intel Corporation | ||
| // SPDX-License-Identifier: Apache-2.0 | ||
| // | ||
| #include <debug.h> | ||
| #include "common_test_utils/common_utils.hpp" | ||
| #include "functional_test_utils/precision_utils.hpp" | ||
| #include "functional_test_utils/skip_tests_config.hpp" | ||
| #include "subgraph_tests/cascade_concat.hpp" | ||
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| namespace LayerTestsDefinitions { | ||
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| std::string CascadeConcat::getTestCaseName(const testing::TestParamInfo<CascadeConcatTuple> &obj) { | ||
| std::vector<std::vector<size_t>> input1, input2, input3; | ||
| InferenceEngine::Precision netPrecision; | ||
| std::string targetName; | ||
| bool multioutput; | ||
| std::map<std::string, std::string> additional_config; | ||
| std::tie(input1, input2, input3, netPrecision, multioutput, targetName, additional_config) = obj.param; | ||
| std::ostringstream results; | ||
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| results << "IS=" << CommonTestUtils::vec2str(input1[0]) << "_"; | ||
| results << CommonTestUtils::vec2str(input2[0]) << "_"; | ||
| results << CommonTestUtils::vec2str(input3[0]) << "_"; | ||
| results << "netPRC=" << netPrecision.name() << "_"; | ||
| results << "Multioutput=" << multioutput << "_"; | ||
| results << "targetDevice=" << targetName << "_"; | ||
| return results.str(); | ||
| } | ||
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| void CascadeConcat::SetUp() { | ||
| std::vector<std::vector<size_t>> input1, input2, input3; | ||
| InferenceEngine::Precision netPrecision; | ||
| std::map<std::string, std::string> additional_config; | ||
| bool multioutput; | ||
| std::tie(input1, input2, input3, netPrecision, multioutput, targetDevice, additional_config) = this->GetParam(); | ||
| configuration.insert(additional_config.begin(), additional_config.end()); | ||
| auto ngPrc = FuncTestUtils::PrecisionUtils::convertIE2nGraphPrc(netPrecision); | ||
| auto input = ngraph::builder::makeParams(ngPrc, {input1[0], input2[0], input2[0]}); | ||
| auto relu1 = std::make_shared<ngraph::opset1::Relu>(input[0]); | ||
| auto relu2 = std::make_shared<ngraph::opset1::Relu>(input[1]); | ||
| auto relu3 = std::make_shared<ngraph::opset1::Relu>(input[2]); | ||
| auto concat = std::make_shared<ngraph::opset1::Concat>(ngraph::OutputVector{relu1->output(0), | ||
| relu2->output(0)}, | ||
| 1); | ||
| auto reshape = ngraph::builder::makeSqueezeUnsqueeze(concat, ngPrc, {0}, ngraph::helpers::SqueezeOpType::UNSQUEEZE); | ||
| auto reshape2 = ngraph::builder::makeSqueezeUnsqueeze(reshape, ngPrc, {0}, ngraph::helpers::SqueezeOpType::SQUEEZE); | ||
| auto concat2 = std::make_shared<ngraph::opset1::Concat>(ngraph::OutputVector{reshape2->output(0), | ||
| relu3->output(0)}, | ||
| 1); | ||
| ngraph::ResultVector results; | ||
| if (multioutput) { | ||
| auto const_mult = ngraph::builder::makeConstant(ngPrc, ngraph::Shape{1, input1[0][1]+input2[0][1]}, | ||
| std::vector<float>{1.01f}); | ||
| auto mult = std::make_shared<ngraph::op::v0::Multiply>(concat, const_mult); | ||
| results = ngraph::ResultVector{std::make_shared<ngraph::opset1::Result>(concat2), | ||
| std::make_shared<ngraph::opset1::Result>(mult)}; | ||
| } else { | ||
| results = ngraph::ResultVector{std::make_shared<ngraph::opset1::Result>(concat2)}; | ||
| } | ||
| function = std::make_shared<ngraph::Function>(results, input, "concat_reshape_reshape_concat_mul"); | ||
| } | ||
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| TEST_P(CascadeConcat, CompareWithRefs) { | ||
| Run(); | ||
| } | ||
| } // namespace LayerTestsDefinitions |