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//
// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "armnnOnnxParser/IOnnxParser.hpp"
#include "ParserPrototxtFixture.hpp"
TEST_SUITE("OnnxParser_Shape")
{
struct ShapeMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser>
{
ShapeMainFixture(const std::string& inputType,
const std::string& outputType,
const std::string& outputDim,
const std::vector<int>& inputShape)
{
m_Prototext = R"(
ir_version: 8
producer_name: "onnx-example"
graph {
node {
input: "Input"
output: "Output"
op_type: "Shape"
}
name: "shape-model"
input {
name: "Input"
type {
tensor_type {
elem_type: )" + inputType + R"(
shape {
)" + ConstructShapeString(inputShape) + R"(
}
}
}
}
output {
name: "Output"
type {
tensor_type {
elem_type: )" + outputType + R"(
shape {
dim {
dim_value: )" + outputDim + R"(
}
}
}
}
}
}
opset_import {
version: 10
})";
}
std::string ConstructShapeString(const std::vector<int>& shape)
{
std::string shapeStr;
for (int i : shape)
{
shapeStr = fmt::format("{} dim {{ dim_value: {} }}", shapeStr, i);
}
return shapeStr;
}
};
struct ShapeValidFloatFixture : ShapeMainFixture
{
ShapeValidFloatFixture() : ShapeMainFixture("1", "7", "4", { 1, 3, 1, 5 }) {
Setup();
}
};
struct ShapeValidIntFixture : ShapeMainFixture
{
ShapeValidIntFixture() : ShapeMainFixture("7", "7", "4", { 1, 3, 1, 5 }) {
Setup();
}
};
struct Shape3DFixture : ShapeMainFixture
{
Shape3DFixture() : ShapeMainFixture("1", "7", "3", { 3, 2, 3 }) {
Setup();
}
};
struct Shape2DFixture : ShapeMainFixture
{
Shape2DFixture() : ShapeMainFixture("1", "7", "2", { 2, 3 }) {
Setup();
}
};
struct Shape1DFixture : ShapeMainFixture
{
Shape1DFixture() : ShapeMainFixture("1", "7", "1", { 5 }) {
Setup();
}
};
struct ShapeInvalidFixture : ShapeMainFixture
{
ShapeInvalidFixture() : ShapeMainFixture("1", "1", "4", { 1, 3, 1, 5 }) {}
};
TEST_CASE_FIXTURE(ShapeValidFloatFixture, "FloatValidShapeTest")
{
RunTest<2, int>({{"Input", { 0.0f, 1.0f, 2.0f, 3.0f, 4.0f,
4.0f, 3.0f, 2.0f, 1.0f, 0.0f,
0.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, {{"Output", { 1, 3, 1, 5 }}});
}
TEST_CASE_FIXTURE(ShapeValidIntFixture, "IntValidShapeTest")
{
RunTest<2, int>({{"Input", { 0, 1, 2, 3, 4,
4, 3, 2, 1, 0,
0, 1, 2, 3, 4 }}}, {{"Output", { 1, 3, 1, 5 }}});
}
TEST_CASE_FIXTURE(Shape3DFixture, "Shape3DTest")
{
RunTest<2, int>({{"Input", { 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f,
5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 0.0f,
0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f }}}, {{"Output", { 3, 2, 3 }}});
}
TEST_CASE_FIXTURE(Shape2DFixture, "Shape2DTest")
{
RunTest<2, int>({{"Input", { 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f }}}, {{"Output", { 2, 3 }}});
}
TEST_CASE_FIXTURE(Shape1DFixture, "Shape1DTest")
{
RunTest<2, int>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f }}}, {{"Output", { 5 }}});
}
TEST_CASE_FIXTURE(ShapeInvalidFixture, "IncorrectOutputDataShapeTest")
{
CHECK_THROWS_AS(Setup(), armnn::ParseException);
}
}
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