| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "ParserFlatbuffersSerializeFixture.hpp" |
| #include <armnnDeserializer/IDeserializer.hpp> |
| |
| #include <string> |
| |
| BOOST_AUTO_TEST_SUITE(DeserializeParser) |
| |
| struct ActivationFixture : public ParserFlatbuffersSerializeFixture |
| { |
| explicit ActivationFixture(const std::string& inputShape, |
| const std::string& outputShape, |
| const std::string& dataType, |
| const std::string& activationType="Sigmoid", |
| const std::string& a = "0.0", |
| const std::string& b = "0.0") |
| { |
| 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: "ActivationLayer", |
| layer : { |
| base: { |
| index:1, |
| layerName: "ActivationLayer", |
| layerType: "Activation", |
| inputSlots: [{ |
| index: 0, |
| connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| }], |
| outputSlots: [{ |
| index: 0, |
| tensorInfo: { |
| dimensions: )" + outputShape + R"(, |
| dataType: )" + dataType + R"( |
| }, |
| }], |
| }, |
| descriptor: { |
| a: )" + a + R"(, |
| b: )" + b + R"(, |
| activationFunction: )" + activationType + R"( |
| }, |
| }, |
| }, |
| { |
| layer_type: "OutputLayer", |
| layer: { |
| base:{ |
| layerBindingId: 2, |
| 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"( |
| }, |
| }], |
| } |
| } |
| }, |
| }] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| struct SimpleActivationFixture : ActivationFixture |
| { |
| SimpleActivationFixture() : ActivationFixture("[1, 2, 2, 1]", |
| "[1, 2, 2, 1]", |
| "QuantisedAsymm8", |
| "ReLu") {} |
| }; |
| |
| struct SimpleActivationFixture2 : ActivationFixture |
| { |
| SimpleActivationFixture2() : ActivationFixture("[1, 2, 2, 1]", |
| "[1, 2, 2, 1]", |
| "Float32", |
| "ReLu") {} |
| }; |
| |
| struct SimpleActivationFixture3 : ActivationFixture |
| { |
| SimpleActivationFixture3() : ActivationFixture("[1, 2, 2, 1]", |
| "[1, 2, 2, 1]", |
| "QuantisedAsymm8", |
| "BoundedReLu", |
| "5.0", |
| "0.0") {} |
| }; |
| |
| struct SimpleActivationFixture4 : ActivationFixture |
| { |
| SimpleActivationFixture4() : ActivationFixture("[1, 2, 2, 1]", |
| "[1, 2, 2, 1]", |
| "Float32", |
| "BoundedReLu", |
| "5.0", |
| "0.0") {} |
| }; |
| |
| |
| BOOST_FIXTURE_TEST_CASE(ActivationReluQuantisedAsymm8, SimpleActivationFixture) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>( |
| 0, |
| {{"InputLayer", {10, 0, 2, 0}}}, |
| {{"OutputLayer", {10, 0, 2, 0}}}); |
| } |
| |
| BOOST_FIXTURE_TEST_CASE(ActivationReluFloat32, SimpleActivationFixture2) |
| { |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| {{"InputLayer", {111, -85, 226, 3}}}, |
| {{"OutputLayer", {111, 0, 226, 3}}}); |
| } |
| |
| |
| BOOST_FIXTURE_TEST_CASE(ActivationBoundedReluQuantisedAsymm8, SimpleActivationFixture3) |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>( |
| 0, |
| {{"InputLayer", {10, 0, 2, 0}}}, |
| {{"OutputLayer", {5, 0, 2, 0}}}); |
| } |
| |
| BOOST_FIXTURE_TEST_CASE(ActivationBoundedReluFloat32, SimpleActivationFixture4) |
| { |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| {{"InputLayer", {111, -85, 226, 3}}}, |
| {{"OutputLayer", {5, 0, 5, 3}}}); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |