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//
// 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)
{
struct ElementwiseUnaryFixture : public ParserFlatbuffersSerializeFixture
{
explicit ElementwiseUnaryFixture(const std::string& inputShape,
const std::string& outputShape,
const std::string& dataType,
const std::string& unaryOperation = "Abs")
{
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: "ElementwiseUnaryLayer",
layer: {
base: {
index: 1,
layerName: "ElementwiseUnaryLayer",
layerType: "ElementwiseUnary",
inputSlots: [{
index: 0,
connection: {sourceLayerIndex:0, outputSlotIndex:0 },
}],
outputSlots: [{
index: 0,
tensorInfo: {
dimensions: )" + outputShape + R"(,
dataType: )" + dataType + R"(
}
}]
},
descriptor: {
activationFunction: )" + unaryOperation + 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 SimpleAbsFixture : ElementwiseUnaryFixture
{
SimpleAbsFixture() : ElementwiseUnaryFixture("[ 1, 2, 2, 2 ]", // inputShape
"[ 1, 2, 2, 2 ]", // outputShape
"Float32", // dataType
"Abs") // unaryOperation
{}
};
FIXTURE_TEST_CASE(SimpleAbsTest, SimpleAbsFixture)
{
RunTest<4, armnn::DataType::Float32>(
0,
{{"InputLayer", {-100.0f, -50.5f, -25.9999f, -0.5f, 0.0f, 1.5555f, 25.5f, 100.0f}}},
{{"OutputLayer", {100.0f, 50.5f, 25.9999f, 0.5f, 0.0f, 1.5555f, 25.5f, 100.0f}}});
}
struct SimpleLogFixture : ElementwiseUnaryFixture
{
SimpleLogFixture() : ElementwiseUnaryFixture("[ 1, 2, 2, 2 ]", // inputShape
"[ 1, 2, 2, 2 ]", // outputShape
"Float32", // dataType
"Log") // unaryOperation
{}
};
FIXTURE_TEST_CASE(SimpleLogTest, SimpleLogFixture)
{
RunTest<4, armnn::DataType::Float32>(
0,
{{"InputLayer", {1.0f, 2.1f, 3.2f, 4.3f, 10.f, 100.f, 25.5f, 200.0f}}},
{{"OutputLayer", {0.f, 0.74193734472f, 1.16315080981f, 1.4586150227f,
2.30258509299f, 4.60517018599f, 3.23867845216f, 5.29831736655f}}});
}
struct SimpleNegFixture : ElementwiseUnaryFixture
{
SimpleNegFixture() : ElementwiseUnaryFixture("[ 1, 2, 2, 2 ]", // inputShape
"[ 1, 2, 2, 2 ]", // outputShape
"Float32", // dataType
"Neg") // unaryOperation
{}
};
FIXTURE_TEST_CASE(SimpleNegTest, SimpleNegFixture)
{
RunTest<4, armnn::DataType::Float32>(
0,
{{"InputLayer", {100.0f, 50.5f, 25.9999f, 0.5f, 0.0f, -1.5555f, -25.5f, -100.0f}}},
{{"OutputLayer", {-100.0f, -50.5f, -25.9999f, -0.5f, 0.0f, 1.5555f, 25.5f, 100.0f}}});
}
struct SimpleSinFixture : ElementwiseUnaryFixture
{
SimpleSinFixture() : ElementwiseUnaryFixture("[ 1, 2, 2, 2 ]", // inputShape
"[ 1, 2, 2, 2 ]", // outputShape
"Float32", // dataType
"Sin") // unaryOperation
{}
};
FIXTURE_TEST_CASE(SimpleSinTest, SimpleSinFixture)
{
RunTest<4, armnn::DataType::Float32>(
0,
{{"InputLayer", {-100.0f, -50.5f, -25.9999f, -0.5f, 0.0f, 1.5555f, 25.5f, 100.0f}}},
{{"OutputLayer", {0.50636564111f, -0.23237376165f, -0.76249375473f, -0.4794255386f,
0.0f, 0.99988301347f, 0.35905835402f, -0.50636564111f}}});
}
}
|
