| Teresa Charlin | 91a53ea | 2022-04-25 15:47:29 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | |
| 8 | |
| 9 | TEST_SUITE("TensorflowLiteParser_GatherNd") |
| 10 | { |
| 11 | struct GatherNdFixture : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit GatherNdFixture(const std::string& paramsShape, |
| 14 | const std::string& indicesShape, |
| 15 | const std::string& outputShape, |
| 16 | const std::string& dataType = "FLOAT32", |
| 17 | const std::string& scale = "1.0", |
| 18 | const std::string& offset = "0") |
| 19 | { |
| 20 | m_JsonString = R"( |
| 21 | { |
| 22 | "version": 3, |
| 23 | "operator_codes": [ { "builtin_code": "GATHER_ND" } ], |
| 24 | "subgraphs": [ { |
| 25 | "tensors": [ |
| 26 | { |
| 27 | "shape": )" + paramsShape + R"(, |
| 28 | "type": )" + dataType + R"(, |
| 29 | "buffer": 0, |
| 30 | "name": "params", |
| 31 | "quantization": { |
| 32 | "min": [ 0.0 ], |
| 33 | "max": [ 255.0 ], |
| 34 | "scale": [ )" + scale + R"( ], |
| 35 | "zero_point": [ )" + offset + R"( ], |
| 36 | "details_type": "NONE", |
| 37 | "quantized_dimension": 0 |
| 38 | }, |
| 39 | "is_variable": false, |
| 40 | "shape_signature": )" + paramsShape + R"( |
| 41 | }, |
| 42 | { |
| 43 | "shape": )" + indicesShape + R"( , |
| 44 | "type": "INT32", |
| 45 | "buffer": 1, |
| 46 | "name": "indices", |
| 47 | "quantization": { |
| 48 | "details_type": "NONE", |
| 49 | "quantized_dimension": 0 |
| 50 | }, |
| 51 | "is_variable": false |
| 52 | }, |
| 53 | { |
| 54 | "shape": )" + outputShape + R"(, |
| 55 | "type": )" + dataType + R"(, |
| 56 | "buffer": 2, |
| 57 | "name": "output", |
| 58 | "quantization": { |
| 59 | "min": [ 0.0 ], |
| 60 | "max": [ 255.0 ], |
| 61 | "scale": [ )" + scale + R"( ], |
| 62 | "zero_point": [ )" + offset + R"( ], |
| 63 | "details_type": "NONE", |
| 64 | "quantized_dimension": 0 |
| 65 | }, |
| 66 | "is_variable": false, |
| 67 | "shape_signature": )" + outputShape + R"( |
| 68 | } |
| 69 | ], |
| 70 | "inputs": [ 0, 1 ], |
| 71 | "outputs": [ 2 ], |
| 72 | "operators": [ |
| 73 | { |
| 74 | "opcode_index": 0, |
| 75 | "inputs": [ 0, 1 ], |
| 76 | "outputs": [ 2 ], |
| 77 | "builtin_options_type": "NONE", |
| 78 | "custom_options_format": "FLEXBUFFERS" |
| 79 | } |
| 80 | ], |
| 81 | } ], |
| 82 | "buffers" : [ |
| 83 | { }, |
| 84 | { }, |
| 85 | { }, |
| 86 | ] |
| 87 | } |
| 88 | )"; |
| 89 | Setup(); |
| 90 | } |
| 91 | }; |
| 92 | |
| 93 | struct SimpleGatherNdFixture : public GatherNdFixture |
| 94 | { |
| 95 | SimpleGatherNdFixture() : GatherNdFixture("[ 5, 2 ]", "[ 3, 1 ]", "[ 3, 2 ]" ) {} |
| 96 | }; |
| 97 | |
| 98 | TEST_CASE_FIXTURE(SimpleGatherNdFixture, "ParseGatherNd") |
| 99 | { |
| 100 | RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32> |
| 101 | (0, |
| 102 | {{ "params", { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }}}, |
| 103 | {{ "indices", { 1, 3, 4 }}}, |
| 104 | {{ "output", { 3, 4, 7, 8, 9, 10 }}}); |
| 105 | } |
| 106 | |
| 107 | struct GatherNdUint8Fixture : public GatherNdFixture |
| 108 | { |
| 109 | GatherNdUint8Fixture() : GatherNdFixture("[ 8 ]", "[ 3, 1 ]", "[ 3 ]", "UINT8") {} |
| 110 | }; |
| 111 | |
| 112 | TEST_CASE_FIXTURE(GatherNdUint8Fixture, "ParseGatherNdUint8") |
| 113 | { |
| 114 | RunTest<1, armnn::DataType::QAsymmU8, armnn::DataType::Signed32, armnn::DataType::QAsymmU8> |
| 115 | (0, |
| 116 | {{ "params", { 1, 2, 3, 4, 5, 6, 7, 8 }}}, |
| 117 | {{ "indices", { 7, 6, 5 }}}, |
| 118 | {{ "output", { 8, 7, 6 }}}); |
| 119 | } |
| 120 | |
| 121 | } |