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142 changes: 142 additions & 0 deletions
142
...hared_tests_instances/low_precision_transformations/move_fake_quantize_transformation.cpp
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,142 @@ | ||
| // Copyright (C) 2018-2021 Intel Corporation | ||
| // SPDX-License-Identifier: Apache-2.0 | ||
| // | ||
|
|
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| #include <vector> | ||
|
|
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| #include "low_precision_transformations/move_fake_quantize_transformation.hpp" | ||
| #include "low_precision_transformations/convolution_with_incorrect_weights.hpp" | ||
| #include "common_test_utils/test_constants.hpp" | ||
|
|
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| using namespace LayerTestsDefinitions; | ||
|
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| namespace { | ||
| const std::vector<ngraph::element::Type> netPrecisions = { | ||
| ngraph::element::f32, | ||
| // ngraph::element::f16 | ||
| }; | ||
|
|
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| const std::vector<ngraph::pass::low_precision::LayerTransformation::Params> trasformationParamValues = { | ||
| LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParams().setUpdatePrecisions(true), | ||
| //LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParams().setUpdatePrecisions(false), | ||
| }; | ||
|
|
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| const std::vector<LayerTestsDefinitions::MoveFakeQuantizeTransformationParam> params = { | ||
| { | ||
| {}, | ||
| {}, | ||
| {}, | ||
| {}, | ||
| {}, | ||
| {}, | ||
| "relu", | ||
| { 256ul, {}, {0.f}, {2.55f}, {0.f}, {255.f}}, | ||
| {}, | ||
| {}, | ||
| "Concat", | ||
| "U8" | ||
| }, | ||
| /*{ | ||
| {}, | ||
| false, | ||
| { 255ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 254.f }, { -12.7f }, { 12.7f } }, | ||
| false, | ||
| "Convolution", | ||
| "FP32" | ||
| }, | ||
| { | ||
| { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } }, | ||
| false, | ||
| { 255ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 254.f }, { -12.7f }, { 12.7f } }, | ||
| false, | ||
| "Convolution", | ||
| "U8" | ||
| }, | ||
| { | ||
| { 256ul, ngraph::Shape {}, { 0.f }, { 255.f }, { 0.f }, { 25.5f } }, | ||
| false, | ||
| { 255ul, ngraph::Shape {}, { 0.f }, { 254.f }, { -12.7f }, { 12.7f } }, | ||
| false, | ||
| "Convolution", | ||
| "U8" | ||
| }, | ||
| { | ||
| { 16ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } }, | ||
| false, | ||
| { 16ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 254.f }, { -12.7f }, { 12.7f } }, | ||
| false, | ||
| "Convolution", | ||
| "FP32" | ||
| }, | ||
| { | ||
| { 16ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 25.5f }, { 0.f }, { 25.5f } }, | ||
| false, | ||
| { 255ul, ngraph::Shape { 1, 1, 1, 1 }, { -12.7f }, { 12.7f }, { -12.7f }, { 12.7f } }, | ||
| false, | ||
| "Convolution", | ||
| "FP32" | ||
| }, | ||
| { | ||
| { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } }, | ||
| false, | ||
| { 16ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 254.f }, { -12.7f }, { 12.7f } }, | ||
| false, | ||
| "Convolution", | ||
| "FP32" | ||
| }, | ||
| { | ||
| { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 255.f }, { -12.7f }, { 12.8f } }, | ||
| true, | ||
| { 255ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 254.f }, { -12.7f }, { 12.7f } }, | ||
| false, | ||
| "Convolution", | ||
| "U8" | ||
| }, | ||
| { | ||
| { 256ul, ngraph::Shape { 1 }, { 0.f }, { 255.f }, { -18.7f }, { 18.8f } }, | ||
| true, | ||
| { 255ul, ngraph::Shape { 1 }, { 0.f }, { 254.f }, { -18.7f }, { 18.7f } }, | ||
| false, | ||
| "Convolution", | ||
| "U8" | ||
| },*/ | ||
| }; | ||
|
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| const std::vector<ngraph::Shape> shapes = { | ||
| { 1, 3, 16, 16 }, | ||
| //{ 4, 3, 16, 16 } | ||
| }; | ||
|
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| INSTANTIATE_TEST_SUITE_P(smoke_LPT, MoveFakeQuantizeTransformation, | ||
| ::testing::Combine( | ||
| ::testing::ValuesIn(netPrecisions), | ||
| ::testing::ValuesIn(shapes), | ||
| ::testing::Values(CommonTestUtils::DEVICE_CPU), | ||
| ::testing::ValuesIn(trasformationParamValues), | ||
| ::testing::ValuesIn(params)), | ||
| MoveFakeQuantizeTransformation::getTestCaseName); | ||
|
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| //const std::vector<LayerTestsDefinitions::ConvolutionWIthIncorrectWeightsParam> incorrectWeightsParams = { | ||
| // // incorrect weights | ||
| // { | ||
| // { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } }, | ||
| // { 255ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 254.f }, { -127.f }, { 127.f } }, | ||
| // false | ||
| // }, | ||
| // // correct weights | ||
| // { | ||
| // { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } }, | ||
| // { 255ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 254.f }, { -127.f }, { 127.f } }, | ||
| // true | ||
| // } | ||
| //}; | ||
| // | ||
| //INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConvolutionWIthIncorrectWeightsTransformation, | ||
| // ::testing::Combine( | ||
| // ::testing::ValuesIn(netPrecisions), | ||
| // ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })), | ||
| // ::testing::Values(CommonTestUtils::DEVICE_CPU), | ||
| // ::testing::ValuesIn(trasformationParamValues), | ||
| // ::testing::ValuesIn(incorrectWeightsParams)), | ||
| // ConvolutionWIthIncorrectWeightsTransformation::getTestCaseName); | ||
| } // namespace |
56 changes: 56 additions & 0 deletions
56
...plugin/shared/include/low_precision_transformations/move_fake_quantize_transformation.hpp
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,56 @@ | ||
| // Copyright (C) 2018-2021 Intel Corporation | ||
| // SPDX-License-Identifier: Apache-2.0 | ||
| // | ||
|
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| #pragma once | ||
|
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| #include <string> | ||
| #include <memory> | ||
|
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| #include "shared_test_classes/base/low_precision_transformations/layer_transformation.hpp" | ||
| #include "lpt_ngraph_functions/common/fake_quantize_on_data.hpp" | ||
| #include "lpt_ngraph_functions/common/fake_quantize_on_weights.hpp" | ||
|
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| #include "low_precision/move_fake_quantize.hpp" | ||
|
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| #include "lpt_ngraph_functions/move_fake_quantize_function.hpp" | ||
|
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| namespace LayerTestsDefinitions { | ||
|
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| class MoveFakeQuantizeTransformationParam { | ||
| public: | ||
| ngraph::builder::subgraph::FakeQuantizeOnDataWithConstant fakeQuantizeBefore1; | ||
| ngraph::builder::subgraph::DequantizationOperations::Convert convertBefore1; | ||
| ngraph::builder::subgraph::DequantizationOperations dequantizationBefore1; | ||
| ngraph::builder::subgraph::FakeQuantizeOnDataWithConstant fakeQuantizeBefore2; | ||
| ngraph::builder::subgraph::DequantizationOperations::Convert convertBefore2; | ||
| ngraph::builder::subgraph::DequantizationOperations dequantizationBefore2; | ||
| std::string operation; | ||
| ngraph::builder::subgraph::FakeQuantizeOnDataWithConstant fakeQuantizeAfter; | ||
| ngraph::builder::subgraph::DequantizationOperations::Convert convertAfter; | ||
| ngraph::builder::subgraph::DequantizationOperations dequantizationAfter; | ||
| std::string layerName; | ||
| std::string expectedKernelType; | ||
| }; | ||
|
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| typedef std::tuple < | ||
| ngraph::element::Type, | ||
| ngraph::Shape, | ||
| std::string, | ||
| ngraph::pass::low_precision::LayerTransformation::Params, | ||
| MoveFakeQuantizeTransformationParam | ||
| > MoveFakeQuantizeTransformationParams; | ||
|
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| class MoveFakeQuantizeTransformation : | ||
| public testing::WithParamInterface<MoveFakeQuantizeTransformationParams>, | ||
| public LayerTestsUtils::LayerTransformation { | ||
| public: | ||
| static std::string getTestCaseName(testing::TestParamInfo<MoveFakeQuantizeTransformationParams> obj); | ||
|
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| protected: | ||
| void SetUp() override; | ||
|
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| void Run() override; | ||
| }; | ||
|
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| } // namespace LayerTestsDefinitions |
79 changes: 79 additions & 0 deletions
79
...nal/plugin/shared/src/low_precision_transformations/move_fake_quantize_transformation.cpp
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,79 @@ | ||
| // Copyright (C) 2018-2021 Intel Corporation | ||
| // SPDX-License-Identifier: Apache-2.0 | ||
| // | ||
|
|
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| #include "low_precision_transformations/move_fake_quantize_transformation.hpp" | ||
|
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| #include <memory> | ||
| #include <tuple> | ||
| #include <vector> | ||
| #include <string> | ||
|
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| #include <ie_core.hpp> | ||
|
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| #include "common_test_utils/common_utils.hpp" | ||
| #include "functional_test_utils/plugin_cache.hpp" | ||
| #include "shared_test_classes/base/layer_test_utils.hpp" | ||
| #include "functional_test_utils/blob_utils.hpp" | ||
| #include "ngraph_functions/pass/convert_prc.hpp" | ||
| #include "lpt_ngraph_functions/move_fake_quantize_function.hpp" | ||
|
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| namespace LayerTestsDefinitions { | ||
|
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| std::string MoveFakeQuantizeTransformation::getTestCaseName(testing::TestParamInfo<MoveFakeQuantizeTransformationParams> obj) { | ||
| ngraph::element::Type netPrecision; | ||
| ngraph::PartialShape inputShape; | ||
| std::string targetDevice; | ||
| ngraph::pass::low_precision::LayerTransformation::Params params; | ||
| MoveFakeQuantizeTransformationParam param; | ||
| std::tie(netPrecision, inputShape, targetDevice, params, param) = obj.param; | ||
|
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| std::ostringstream result; | ||
| result << getTestCaseNameByParams(netPrecision, inputShape, targetDevice, params); | ||
| return result.str(); | ||
| } | ||
|
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| void MoveFakeQuantizeTransformation::SetUp() { | ||
| threshold = 0.1f; | ||
|
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| ngraph::element::Type netPrecision; | ||
| ngraph::PartialShape inputShape; | ||
| ngraph::pass::low_precision::LayerTransformation::Params params; | ||
| MoveFakeQuantizeTransformationParam param; | ||
| std::tie(netPrecision, inputShape, targetDevice, params, param) = this->GetParam(); | ||
|
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| function = ngraph::builder::subgraph::MoveFakeQuantize::get( | ||
| netPrecision, | ||
| inputShape, | ||
| param.fakeQuantizeBefore1, | ||
| param.convertBefore1, | ||
| param.dequantizationBefore1, | ||
| param.fakeQuantizeBefore2, | ||
| param.convertBefore2, | ||
| param.dequantizationBefore2, | ||
| param.operation, | ||
| param.fakeQuantizeAfter, | ||
| param.convertAfter, | ||
| param.dequantizationAfter, | ||
| {}, | ||
| {}, | ||
| {}); | ||
| } | ||
|
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| void MoveFakeQuantizeTransformation::Run() { | ||
| LayerTestsCommon::Run(); | ||
|
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| const auto params = std::get<4>(GetParam()); | ||
| const auto actualPrecision = getRuntimePrecisionByType(params.layerName); | ||
| auto expectedPrecision = params.expectedKernelType; | ||
| if (expectedPrecision == "FP32" && std::get<0>(GetParam()) == ngraph::element::f16) { | ||
| expectedPrecision = "FP16"; | ||
| } | ||
| EXPECT_EQ(actualPrecision, expectedPrecision); | ||
| } | ||
|
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| TEST_P(MoveFakeQuantizeTransformation, CompareWithRefImpl) { | ||
| Run(); | ||
| }; | ||
|
|
||
| } // namespace LayerTestsDefinitions |
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