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//
// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "armnnOnnxParser/IOnnxParser.hpp"
#include "ParserPrototxtFixture.hpp"
#include "OnnxParserTestUtils.hpp"
TEST_SUITE("OnnxParser_Concat")
{
struct ConcatFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser>
{
ConcatFixture(const std::string& axis,
const std::vector<int>& input0Shape,
const std::vector<int>& input1Shape,
const std::vector<int>& outputShape)
{
m_Prototext = R"(
ir_version: 8
producer_name: "onnx-example"
graph {
node {
input: "Input0"
input: "Input1"
output: "Output"
op_type: "Concat"
attribute {
name: "axis"
i: )" + axis + R"(
type: INT
}
}
name: "concat-model"
input {
name: "Input0"
type {
tensor_type {
elem_type: 1
shape {
)" + armnnUtils::ConstructTensorShapeString(input0Shape) + R"(
}
}
}
}
input {
name: "Input1"
type {
tensor_type {
elem_type: 1
shape {
)" + armnnUtils::ConstructTensorShapeString(input1Shape) + R"(
}
}
}
}
output {
name: "Output"
type {
tensor_type {
elem_type: 1
shape {
)" + armnnUtils::ConstructTensorShapeString(outputShape) + R"(
}
}
}
}
})";
Setup();
}
};
struct ConcatAxis0Fixture : ConcatFixture
{
ConcatAxis0Fixture() : ConcatFixture("0", { 1, 3, 2, 5 }, { 1, 3, 2, 5 }, { 2, 3, 2, 5 }) {}
};
struct ConcatAxis1Fixture : ConcatFixture
{
ConcatAxis1Fixture() : ConcatFixture("1", { 2, 2, 1, 3 }, { 2, 1, 1, 3 }, { 2, 3, 1, 3 }) {}
};
struct ConcatAxis2Fixture : ConcatFixture
{
ConcatAxis2Fixture() : ConcatFixture("2", { 2, 3, 1, 1 }, { 2, 3, 2, 1 }, { 2, 3, 3, 1 }) {}
};
struct ConcatAxis3Fixture : ConcatFixture
{
ConcatAxis3Fixture() : ConcatFixture("3", { 1, 3, 2, 2 }, { 1, 3, 2, 2 }, { 1, 3, 2, 4 }) {}
};
struct ConcatNegativeAxisFixture : ConcatFixture
{
ConcatNegativeAxisFixture() : ConcatFixture("-1", { 1, 2, 5 }, { 1, 2, 3 }, { 1, 2, 8 }) {}
};
TEST_CASE_FIXTURE(ConcatAxis0Fixture, "ConcatAxis0Test")
{
RunTest<4, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f,
6.0f, 7.0f, 8.0f, 9.0f, 10.0f,
11.0f, 12.0f, 13.0f, 14.0f, 15.0f,
16.0f, 17.0f, 18.0f, 19.0f, 20.0f,
21.0f, 22.0f, 23.0f, 24.0f, 25.0f,
26.0f, 27.0f, 28.0f, 29.0f, 30.0f }},
{"Input1", { 31.0f, 32.0f, 33.0f, 34.0f, 35.0f,
36.0f, 37.0f, 38.0f, 39.0f, 40.0f,
41.0f, 42.0f, 43.0f, 44.0f, 45.0f,
46.0f, 47.0f, 48.0f, 49.0f, 50.0f,
51.0f, 52.0f, 53.0f, 54.0f, 55.0f,
56.0f, 57.0f, 58.0f, 59.0f, 60.0f }}},
{{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f,
6.0f, 7.0f, 8.0f, 9.0f, 10.0f,
11.0f, 12.0f, 13.0f, 14.0f, 15.0f,
16.0f, 17.0f, 18.0f, 19.0f, 20.0f,
21.0f, 22.0f, 23.0f, 24.0f, 25.0f,
26.0f, 27.0f, 28.0f, 29.0f, 30.0f,
31.0f, 32.0f, 33.0f, 34.0f, 35.0f,
36.0f, 37.0f, 38.0f, 39.0f, 40.0f,
41.0f, 42.0f, 43.0f, 44.0f, 45.0f,
46.0f, 47.0f, 48.0f, 49.0f, 50.0f,
51.0f, 52.0f, 53.0f, 54.0f, 55.0f,
56.0f, 57.0f, 58.0f, 59.0f, 60.0f }}});
}
TEST_CASE_FIXTURE(ConcatAxis1Fixture, "ConcatAxis1est")
{
RunTest<4, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }},
{"Input1", { 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }}},
{{"Output", { 1.0f, 2.0f, 3.0f,
4.0f, 5.0f, 6.0f,
13.0f, 14.0f, 15.0f,
7.0f, 8.0f, 9.0f,
10.0f, 11.0f, 12.0f,
16.0f, 17.0f, 18.0f }}});
}
TEST_CASE_FIXTURE(ConcatAxis2Fixture, "ConcatAxis2Test")
{
RunTest<4, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }},
{"Input1", { 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }}},
{{"Output", { 1.0f, 7.0f, 8.0f,
2.0f, 9.0f, 10.0f,
3.0f, 11.0f, 12.0f,
4.0f, 13.0f, 14.0f,
5.0f, 15.0f, 16.0f,
6.0f, 17.0f, 18.0f }}});
}
TEST_CASE_FIXTURE(ConcatAxis3Fixture, "ConcatAxis3Test")
{
RunTest<4, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f,
7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }},
{"Input1", { 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f,
19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }}},
{{"Output", { 1.0f, 2.0f, 13.0f, 14.0f,
3.0f, 4.0f, 15.0f, 16.0f,
5.0f, 6.0f, 17.0f, 18.0f,
7.0f, 8.0f, 19.0f, 20.0f,
9.0f, 10.0f, 21.0f, 22.0f,
11.0f, 12.0f, 23.0f, 24.0f }}});
}
TEST_CASE_FIXTURE(ConcatNegativeAxisFixture, "ConcatNegativeAxisTest")
{
RunTest<3, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f,
6.0f, 7.0f, 8.0f, 9.0f, 10.0f }},
{"Input1", { 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f }}},
{{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 11.0f, 12.0f, 13.0f,
6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 14.0f, 15.0f, 16.0f }}});
}
struct ConcatMultipleInputsFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser>
{
ConcatMultipleInputsFixture()
{
m_Prototext = R"(
ir_version: 8
producer_name: "onnx-example"
graph {
node {
input: "Input0"
input: "Input1"
input: "Input2"
output: "Output"
op_type: "Concat"
attribute {
name: "axis"
i: 1
type: INT
}
}
name: "concat-model"
input {
name: "Input0"
type {
tensor_type {
elem_type: 1
shape {
dim {
dim_value: 3
}
dim {
dim_value: 2
}
}
}
}
}
input {
name: "Input1"
type {
tensor_type {
elem_type: 1
shape {
dim {
dim_value: 3
}
dim {
dim_value: 3
}
}
}
}
}
input {
name: "Input2"
type {
tensor_type {
elem_type: 1
shape {
dim {
dim_value: 3
}
dim {
dim_value: 1
}
}
}
}
}
output {
name: "Output"
type {
tensor_type {
elem_type: 1
shape {
dim {
dim_value: 3
}
dim {
dim_value: 6
}
}
}
}
}
})";
Setup();
}
};
TEST_CASE_FIXTURE(ConcatMultipleInputsFixture, "ConcatMultipleInputsTest")
{
RunTest<2, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }},
{"Input1", { 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f }},
{"Input2", { 16.0f, 17.0f, 18.0f }}},
{{"Output", { 1.0f, 2.0f, 7.0f, 8.0f, 9.0f, 16.0f,
3.0f, 4.0f, 10.0f, 11.0f, 12.0f, 17.0f,
5.0f, 6.0f, 13.0f, 14.0f, 15.0f, 18.0f }}});
}
}
|
