Sadik Armagan | 2686849 | 2021-01-22 14:25:31 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Sadik Armagan | 2686849 | 2021-01-22 14:25:31 +0000 | [diff] [blame] | 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | #include "../TfLiteParser.hpp" |
| 8 | |
| 9 | #include <string> |
| 10 | #include <iostream> |
| 11 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 12 | TEST_SUITE("TensorflowLiteParser_Gather") |
| 13 | { |
Sadik Armagan | 2686849 | 2021-01-22 14:25:31 +0000 | [diff] [blame] | 14 | struct GatherFixture : public ParserFlatbuffersFixture |
| 15 | { |
| 16 | explicit GatherFixture(const std::string& paramsShape, |
| 17 | const std::string& outputShape, |
| 18 | const std::string& indicesShape, |
| 19 | const std::string& dataType = "FLOAT32", |
| 20 | const std::string& scale = "1.0", |
| 21 | const std::string& offset = "0") |
| 22 | { |
| 23 | m_JsonString = R"( |
| 24 | { |
| 25 | "version": 3, |
| 26 | "operator_codes": [ { "builtin_code": "GATHER" } ], |
| 27 | "subgraphs": [ { |
| 28 | "tensors": [ |
| 29 | { |
| 30 | "shape": )" + paramsShape + R"(, |
| 31 | "type": )" + dataType + R"(, |
| 32 | "buffer": 0, |
| 33 | "name": "inputTensor", |
| 34 | "quantization": { |
| 35 | "min": [ 0.0 ], |
| 36 | "max": [ 255.0 ], |
| 37 | "scale": [ )" + scale + R"( ], |
| 38 | "zero_point": [ )" + offset + R"( ], |
| 39 | } |
| 40 | }, |
| 41 | { |
| 42 | "shape": )" + indicesShape + R"( , |
| 43 | "type": "INT32", |
| 44 | "buffer": 1, |
| 45 | "name": "indices", |
| 46 | "quantization": { |
| 47 | "min": [ 0.0 ], |
| 48 | "max": [ 255.0 ], |
| 49 | "scale": [ 1.0 ], |
| 50 | "zero_point": [ 0 ], |
| 51 | } |
| 52 | }, |
| 53 | { |
| 54 | "shape": )" + outputShape + R"(, |
| 55 | "type": )" + dataType + R"(, |
| 56 | "buffer": 2, |
| 57 | "name": "outputTensor", |
| 58 | "quantization": { |
| 59 | "min": [ 0.0 ], |
| 60 | "max": [ 255.0 ], |
| 61 | "scale": [ )" + scale + R"( ], |
| 62 | "zero_point": [ )" + offset + R"( ], |
| 63 | } |
| 64 | } |
| 65 | ], |
| 66 | "inputs": [ 0, 1 ], |
| 67 | "outputs": [ 2 ], |
| 68 | "operators": [ |
| 69 | { |
| 70 | "opcode_index": 0, |
| 71 | "inputs": [ 0, 1 ], |
| 72 | "outputs": [ 2 ], |
| 73 | "builtin_options_type": "GatherOptions", |
| 74 | "builtin_options": { |
| 75 | "axis": 0 |
| 76 | }, |
| 77 | "custom_options_format": "FLEXBUFFERS" |
| 78 | } |
| 79 | ], |
| 80 | } ], |
| 81 | "buffers" : [ |
| 82 | { }, |
| 83 | { }, |
| 84 | { }, |
| 85 | ] |
| 86 | } |
| 87 | )"; |
| 88 | Setup(); |
| 89 | } |
| 90 | }; |
| 91 | |
| 92 | struct SimpleGatherFixture : public GatherFixture |
| 93 | { |
| 94 | SimpleGatherFixture() : GatherFixture("[ 5, 2 ]", "[ 3, 2 ]", "[ 3 ]") {} |
| 95 | }; |
| 96 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 97 | TEST_CASE_FIXTURE(SimpleGatherFixture, "ParseGather") |
Sadik Armagan | 2686849 | 2021-01-22 14:25:31 +0000 | [diff] [blame] | 98 | { |
| 99 | RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32> |
| 100 | (0, |
| 101 | {{ "inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }}}, |
| 102 | {{ "indices", { 1, 3, 4 }}}, |
| 103 | {{ "outputTensor", { 3, 4, 7, 8, 9, 10 }}}); |
| 104 | } |
| 105 | |
| 106 | struct GatherUint8Fixture : public GatherFixture |
| 107 | { |
| 108 | GatherUint8Fixture() : GatherFixture("[ 8 ]", "[ 3 ]", "[ 3 ]", "UINT8") {} |
| 109 | }; |
| 110 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 111 | TEST_CASE_FIXTURE(GatherUint8Fixture, "ParseGatherUint8") |
Sadik Armagan | 2686849 | 2021-01-22 14:25:31 +0000 | [diff] [blame] | 112 | { |
| 113 | RunTest<1, armnn::DataType::QAsymmU8, armnn::DataType::Signed32, armnn::DataType::QAsymmU8> |
| 114 | (0, |
| 115 | {{ "inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8 }}}, |
| 116 | {{ "indices", { 7, 6, 5 }}}, |
| 117 | {{ "outputTensor", { 8, 7, 6 }}}); |
| 118 | } |
| 119 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 120 | } |