| // |
| // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersFixture.hpp" |
| |
| |
| TEST_SUITE("TensorflowLiteParser_GatherNd") |
| { |
| struct GatherNdFixture : public ParserFlatbuffersFixture |
| { |
| explicit GatherNdFixture(const std::string& paramsShape, |
| const std::string& indicesShape, |
| const std::string& outputShape, |
| const std::string& dataType = "FLOAT32", |
| const std::string& scale = "1.0", |
| const std::string& offset = "0") |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "GATHER_ND" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + paramsShape + R"(, |
| "type": )" + dataType + R"(, |
| "buffer": 0, |
| "name": "params", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ )" + scale + R"( ], |
| "zero_point": [ )" + offset + R"( ], |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false, |
| "shape_signature": )" + paramsShape + R"( |
| }, |
| { |
| "shape": )" + indicesShape + R"( , |
| "type": "INT32", |
| "buffer": 1, |
| "name": "indices", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false |
| }, |
| { |
| "shape": )" + outputShape + R"(, |
| "type": )" + dataType + R"(, |
| "buffer": 2, |
| "name": "output", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ )" + scale + R"( ], |
| "zero_point": [ )" + offset + R"( ], |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false, |
| "shape_signature": )" + outputShape + R"( |
| } |
| ], |
| "inputs": [ 0, 1 ], |
| "outputs": [ 2 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0, 1 ], |
| "outputs": [ 2 ], |
| "builtin_options_type": "NONE", |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { }, |
| { }, |
| ] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| struct SimpleGatherNdFixture : public GatherNdFixture |
| { |
| SimpleGatherNdFixture() : GatherNdFixture("[ 5, 2 ]", "[ 3, 1 ]", "[ 3, 2 ]" ) {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleGatherNdFixture, "ParseGatherNd") |
| { |
| RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32> |
| (0, |
| {{ "params", { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }}}, |
| {{ "indices", { 1, 3, 4 }}}, |
| {{ "output", { 3, 4, 7, 8, 9, 10 }}}); |
| } |
| |
| struct GatherNdUint8Fixture : public GatherNdFixture |
| { |
| GatherNdUint8Fixture() : GatherNdFixture("[ 8 ]", "[ 3, 1 ]", "[ 3 ]", "UINT8") {} |
| }; |
| |
| TEST_CASE_FIXTURE(GatherNdUint8Fixture, "ParseGatherNdUint8") |
| { |
| RunTest<1, armnn::DataType::QAsymmU8, armnn::DataType::Signed32, armnn::DataType::QAsymmU8> |
| (0, |
| {{ "params", { 1, 2, 3, 4, 5, 6, 7, 8 }}}, |
| {{ "indices", { 7, 6, 5 }}}, |
| {{ "output", { 8, 7, 6 }}}); |
| } |
| |
| } |