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//
// Copyright © 2024 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "ParserFlatbuffersFixture.hpp"
TEST_SUITE("TensorflowLiteParser_ScatterNd")
{
struct ScatterNdFixture : public ParserFlatbuffersFixture
{
explicit ScatterNdFixture(const std::string& shapeShape,
const std::string& outputShape,
const std::string& dataType = "FLOAT32",
const std::string& scale = "1.0",
const std::string& offset = "0")
{
const std::string& indicesShape = "[ 3, 1 ]";
const std::string& updatesShape = "[ 3 ]";
m_JsonString = R"(
{
"version": 3,
"operator_codes": [ { "builtin_code": "SCATTER_ND" } ],
"subgraphs": [ {
"tensors": [
{
"shape": )" + indicesShape + R"(,
"type": "INT32",
"buffer": 0,
"name": "indices",
"quantization": {
"details_type": "NONE",
"quantized_dimension": 0
},
},
{
"shape": )" + updatesShape + R"( ,
"type": )" + dataType + R"(,
"buffer": 1,
"name": "updates",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ )" + scale + R"( ],
"zero_point": [ )" + offset + R"( ],
}
},
{
"shape": )" + shapeShape + R"( ,
"type": "INT32",
"buffer": 2,
"name": "shape",
"quantization": {
"details_type": "NONE",
"quantized_dimension": 0
},
"is_variable": false,
"has_rank": true
},
{
"shape": )" + outputShape + R"(,
"type": )" + dataType + R"(,
"buffer": 3,
"name": "outputTensor",
"quantization": {
"min": [ 0.0 ],
"max": [ 255.0 ],
"scale": [ )" + scale + R"( ],
"zero_point": [ )" + offset + R"( ],
}
}
],
"inputs": [ 0, 1, 2 ],
"outputs": [ 3 ],
"operators": [
{
"opcode_index": 0,
"inputs": [ 0, 1, 2 ],
"outputs": [ 3 ],
"builtin_options_type": "ScatterNdOptions",
"builtin_options": {},
"custom_options_format": "FLEXBUFFERS"
}
],
} ],
"buffers" : [
{ "data": [ 0, 1, 2 ],
"offset": 0,
"size": 0 },
{ "data": [ 1, 2, 3 ],
"offset": 0,
"size": 0 },
{ },
{ },
]
}
)";
Setup();
}
};
struct SimpleScatterNdFixture : public ScatterNdFixture
{
SimpleScatterNdFixture() : ScatterNdFixture("[ 1 ]", "[ 5 ]") {}
};
TEST_CASE_FIXTURE(SimpleScatterNdFixture, "ParseScatterNd")
{
RunTest<2, armnn::DataType::Signed32, armnn::DataType::Float32>
(0,
{{ "shape", { 5 }}},
{{ "outputTensor", {1, 2, 3, 0, 0 }}});
}
struct ScatterNdUint8Fixture : public ScatterNdFixture
{
ScatterNdUint8Fixture() : ScatterNdFixture("[ 2 ]", "[ 3, 3 ]", "UINT8") {}
};
TEST_CASE_FIXTURE(ScatterNdUint8Fixture, "ParseScatterNdUint8")
{
RunTest<2, armnn::DataType::Signed32, armnn::DataType::QAsymmU8>
(0,
{{ "shape", { 3, 3 }}},
{{ "outputTensor", { 1, 0, 0, 0, 2, 0, 0, 0, 3 }}});
}
}
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