diff options
Diffstat (limited to 'src/armnnDeserializer')
| -rw-r--r-- | src/armnnDeserializer/Deserializer.cpp | 4 | ||||
| -rw-r--r-- | src/armnnDeserializer/test/DeserializeElementWiseBinary.cpp | 163 |
2 files changed, 167 insertions, 0 deletions
diff --git a/src/armnnDeserializer/Deserializer.cpp b/src/armnnDeserializer/Deserializer.cpp index 3bd24bd9dd..79cc3987d5 100644 --- a/src/armnnDeserializer/Deserializer.cpp +++ b/src/armnnDeserializer/Deserializer.cpp @@ -581,6 +581,10 @@ armnn::BinaryOperation ToElementwiseBinaryOperation(armnnSerializer::BinaryOpera return armnn::BinaryOperation::Mul; case armnnSerializer::BinaryOperation::BinaryOperation_Sub: return armnn::BinaryOperation::Sub; + case armnnSerializer::BinaryOperation::BinaryOperation_SqDiff: + return armnn::BinaryOperation::SqDiff; + case armnnSerializer::BinaryOperation::BinaryOperation_Power: + return armnn::BinaryOperation::Power; default: throw armnn::InvalidArgumentException("Binary operation unknown"); } diff --git a/src/armnnDeserializer/test/DeserializeElementWiseBinary.cpp b/src/armnnDeserializer/test/DeserializeElementWiseBinary.cpp new file mode 100644 index 0000000000..39aed055af --- /dev/null +++ b/src/armnnDeserializer/test/DeserializeElementWiseBinary.cpp @@ -0,0 +1,163 @@ +// +// Copyright © 2023 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ParserFlatbuffersSerializeFixture.hpp" +#include <armnnDeserializer/IDeserializer.hpp> + +#include <string> + +TEST_SUITE("ElementWiseBinary_Deserializer") +{ + struct ElementwiseBinaryFixture : public ParserFlatbuffersSerializeFixture { + explicit ElementwiseBinaryFixture(const std::string & inputShape1, + const std::string & inputShape2, + const std::string & outputShape, + const std::string & dataType, + const std::string &binaryOperation) { + m_JsonString = R"( + { + inputIds: [0, 1], + outputIds: [3], + layers: [ + { + layer_type: "InputLayer", + layer: { + base: { + layerBindingId: 0, + base: { + index: 0, + layerName: "InputLayer1", + layerType: "Input", + inputSlots: [{ + index: 0, + connection: {sourceLayerIndex:0, outputSlotIndex:0 }, + }], + outputSlots: [ { + index: 0, + tensorInfo: { + dimensions: )" + inputShape1 + R"(, + dataType: )" + dataType + R"( + }, + }], + },}}, + }, + { + layer_type: "InputLayer", + layer: { + base: { + layerBindingId: 1, + base: { + index:1, + layerName: "InputLayer2", + layerType: "Input", + inputSlots: [{ + index: 0, + connection: {sourceLayerIndex:0, outputSlotIndex:0 }, + }], + outputSlots: [ { + index: 0, + tensorInfo: { + dimensions: )" + inputShape2 + R"(, + dataType: )" + dataType + R"( + }, + }], + },}}, + }, + { + layer_type: "ElementwiseBinaryLayer", + layer: { + base: { + index: 2, + layerName: "ElementwiseBinaryLayer", + layerType: "ElementwiseBinary", + inputSlots: [ { + index: 0, + connection: {sourceLayerIndex:0, outputSlotIndex:0 }, + }, + { + index: 1, + connection: {sourceLayerIndex:1, outputSlotIndex:0 }, + }], + outputSlots: [{ + index: 0, + tensorInfo: { + dimensions: )" + outputShape + R"(, + dataType: )" + dataType + R"( + } + }] + }, + descriptor: { + operation: )" + binaryOperation + R"( + }, + } + }, + { + layer_type: "OutputLayer", + layer: { + base:{ + layerBindingId: 0, + base: { + index: 3, + layerName: "OutputLayer", + layerType: "Output", + inputSlots: [{ + index: 0, + connection: {sourceLayerIndex:2, outputSlotIndex:0 }, + }], + outputSlots: [{ + index: 0, + tensorInfo: { + dimensions: )" + outputShape + R"(, + dataType: )" + dataType + R"( + }, + }], + } + } + }, + } + ] + } + )"; + Setup(); + } + }; + +struct SimplePowerFixture : ElementwiseBinaryFixture +{ + SimplePowerFixture() : ElementwiseBinaryFixture("[ 2, 2 ]", + "[ 2, 2 ]", + "[ 2, 2 ]", + "QuantisedAsymm8", + "Power") {} +}; + +TEST_CASE_FIXTURE(SimplePowerFixture, "PowerQuantisedAsymm8") +{ + RunTest<2, armnn::DataType::QAsymmU8>( + 0, + {{"InputLayer1", { 0, 1, 2, 3 }}, + {"InputLayer2", { 4, 5, 3, 2 }}}, + {{"OutputLayer", { 0, 1, 8, 9 }}}); +} + +struct SimpleSquaredDifferenceFixture : ElementwiseBinaryFixture +{ + SimpleSquaredDifferenceFixture() : ElementwiseBinaryFixture("[ 2, 2 ]", + "[ 2, 2 ]", + "[ 2, 2 ]", + "QuantisedAsymm8", + "SqDiff") {} +}; + +TEST_CASE_FIXTURE(SimpleSquaredDifferenceFixture, "SquaredDifferenceQuantisedAsymm8") +{ + RunTest<2, armnn::DataType::QAsymmU8>( + 0, + {{"InputLayer1", { 5, 1, 7, 9 }}, + {"InputLayer2", { 4, 5, 2, 1 }}}, + {{"OutputLayer", { 1, 16, 25, 64 }}}); +} + +}
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