| // |
| // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersSerializeFixture.hpp" |
| #include <armnnDeserializer/IDeserializer.hpp> |
| |
| #include <string> |
| |
| TEST_SUITE("Deserializer_Pooling3d") |
| { |
| struct Pooling3dFixture : public ParserFlatbuffersSerializeFixture |
| { |
| explicit Pooling3dFixture(const std::string &inputShape, |
| const std::string &outputShape, |
| const std::string &dataType, |
| const std::string &dataLayout, |
| const std::string &poolingAlgorithm) |
| { |
| m_JsonString = R"( |
| { |
| inputIds: [0], |
| outputIds: [2], |
| layers: [ |
| { |
| layer_type: "InputLayer", |
| layer: { |
| base: { |
| layerBindingId: 0, |
| base: { |
| index: 0, |
| layerName: "InputLayer", |
| layerType: "Input", |
| inputSlots: [{ |
| index: 0, |
| connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| }], |
| outputSlots: [ { |
| index: 0, |
| tensorInfo: { |
| dimensions: )" + inputShape + R"(, |
| dataType: )" + dataType + R"( |
| }}] |
| } |
| }}}, |
| { |
| layer_type: "Pooling3dLayer", |
| layer: { |
| base: { |
| index: 1, |
| layerName: "Pooling3dLayer", |
| layerType: "Pooling3d", |
| inputSlots: [{ |
| index: 0, |
| connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| }], |
| outputSlots: [ { |
| index: 0, |
| tensorInfo: { |
| dimensions: )" + outputShape + R"(, |
| dataType: )" + dataType + R"( |
| |
| }}]}, |
| descriptor: { |
| poolType: )" + poolingAlgorithm + R"(, |
| outputShapeRounding: "Floor", |
| paddingMethod: Exclude, |
| dataLayout: )" + dataLayout + R"(, |
| padLeft: 0, |
| padRight: 0, |
| padTop: 0, |
| padBottom: 0, |
| padFront: 0, |
| padBack: 0, |
| poolWidth: 2, |
| poolHeight: 2, |
| poolDepth: 2, |
| strideX: 2, |
| strideY: 2, |
| strideZ: 2 |
| } |
| }}, |
| { |
| layer_type: "OutputLayer", |
| layer: { |
| base:{ |
| layerBindingId: 0, |
| base: { |
| index: 2, |
| layerName: "OutputLayer", |
| layerType: "Output", |
| inputSlots: [{ |
| index: 0, |
| connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| }], |
| outputSlots: [ { |
| index: 0, |
| tensorInfo: { |
| dimensions: )" + outputShape + R"(, |
| dataType: )" + dataType + R"( |
| }, |
| }], |
| }}}, |
| }] |
| } |
| )"; |
| SetupSingleInputSingleOutput("InputLayer", "OutputLayer"); |
| } |
| }; |
| |
| struct SimpleAvgPooling3dFixture : Pooling3dFixture |
| { |
| SimpleAvgPooling3dFixture() : Pooling3dFixture("[ 1, 2, 2, 2, 1 ]", |
| "[ 1, 1, 1, 1, 1 ]", |
| "Float32", "NDHWC", "Average") {} |
| }; |
| |
| struct SimpleAvgPooling3dFixture2 : Pooling3dFixture |
| { |
| SimpleAvgPooling3dFixture2() : Pooling3dFixture("[ 1, 2, 2, 2, 1 ]", |
| "[ 1, 1, 1, 1, 1 ]", |
| "QuantisedAsymm8", "NDHWC", "Average") {} |
| }; |
| |
| struct SimpleMaxPooling3dFixture : Pooling3dFixture |
| { |
| SimpleMaxPooling3dFixture() : Pooling3dFixture("[ 1, 1, 2, 2, 2 ]", |
| "[ 1, 1, 1, 1, 1 ]", |
| "Float32", "NCDHW", "Max") {} |
| }; |
| |
| struct SimpleMaxPooling3dFixture2 : Pooling3dFixture |
| { |
| SimpleMaxPooling3dFixture2() : Pooling3dFixture("[ 1, 1, 2, 2, 2 ]", |
| "[ 1, 1, 1, 1, 1 ]", |
| "QuantisedAsymm8", "NCDHW", "Max") {} |
| }; |
| |
| struct SimpleL2Pooling3dFixture : Pooling3dFixture |
| { |
| SimpleL2Pooling3dFixture() : Pooling3dFixture("[ 1, 2, 2, 2, 1 ]", |
| "[ 1, 1, 1, 1, 1 ]", |
| "Float32", "NDHWC", "L2") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleAvgPooling3dFixture, "Pooling3dFloat32Avg") |
| { |
| RunTest<5, armnn::DataType::Float32>(0, { 2, 3, 5, 2, 3, 2, 3, 4 }, { 3 }); |
| } |
| |
| TEST_CASE_FIXTURE(SimpleAvgPooling3dFixture2, "Pooling3dQuantisedAsymm8Avg") |
| { |
| RunTest<5, armnn::DataType::QAsymmU8>(0,{ 20, 40, 60, 80, 50, 60, 70, 30 },{ 50 }); |
| } |
| |
| TEST_CASE_FIXTURE(SimpleMaxPooling3dFixture, "Pooling3dFloat32Max") |
| { |
| RunTest<5, armnn::DataType::Float32>(0, { 2, 5, 5, 2, 1, 3, 4, 0 }, { 5 }); |
| } |
| |
| TEST_CASE_FIXTURE(SimpleMaxPooling3dFixture2, "Pooling3dQuantisedAsymm8Max") |
| { |
| RunTest<5, armnn::DataType::QAsymmU8>(0,{ 20, 40, 60, 80, 10, 40, 0, 70 },{ 80 }); |
| } |
| |
| TEST_CASE_FIXTURE(SimpleL2Pooling3dFixture, "Pooling3dFloat32L2") |
| { |
| RunTest<5, armnn::DataType::Float32>(0, { 2, 3, 5, 2, 4, 1, 1, 3 }, { 2.93683503112f }); |
| } |
| |
| } |
| |