John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2023 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | |
| 8 | #include <doctest/doctest.h> |
| 9 | |
| 10 | |
| 11 | TEST_SUITE("TensorflowLiteParser_Power") |
| 12 | { |
| 13 | struct PowerFixture : public ParserFlatbuffersFixture |
| 14 | { |
| 15 | explicit PowerFixture(const std::string & inputShape1, |
| 16 | const std::string & inputShape2, |
| 17 | const std::string & outputShape, |
| 18 | const std::string & activation="NONE") |
| 19 | { |
| 20 | m_JsonString = R"( |
| 21 | { |
| 22 | "version": 3, |
| 23 | "operator_codes": [ { "builtin_code": "POW" } ], |
| 24 | "subgraphs": [ { |
| 25 | "tensors": [ |
| 26 | { |
| 27 | "shape": )" + inputShape1 + R"(, |
| 28 | "type": "UINT8", |
| 29 | "buffer": 0, |
| 30 | "name": "inputTensor1", |
| 31 | "quantization": { |
| 32 | "min": [ 0.0 ], |
| 33 | "max": [ 255.0 ], |
| 34 | "scale": [ 1.0 ], |
| 35 | "zero_point": [ 0 ], |
| 36 | } |
| 37 | }, |
| 38 | { |
| 39 | "shape": )" + inputShape2 + R"(, |
| 40 | "type": "UINT8", |
| 41 | "buffer": 1, |
| 42 | "name": "inputTensor2", |
| 43 | "quantization": { |
| 44 | "min": [ 0.0 ], |
| 45 | "max": [ 255.0 ], |
| 46 | "scale": [ 1.0 ], |
| 47 | "zero_point": [ 0 ], |
| 48 | } |
| 49 | }, |
| 50 | { |
| 51 | "shape": )" + outputShape + R"( , |
| 52 | "type": "UINT8", |
| 53 | "buffer": 2, |
| 54 | "name": "outputTensor", |
| 55 | "quantization": { |
| 56 | "min": [ 0.0 ], |
| 57 | "max": [ 255.0 ], |
| 58 | "scale": [ 1.0 ], |
| 59 | "zero_point": [ 0 ], |
| 60 | } |
| 61 | } |
| 62 | ], |
| 63 | "inputs": [ 0, 1 ], |
| 64 | "outputs": [ 2 ], |
| 65 | "operators": [ |
| 66 | { |
| 67 | "opcode_index": 0, |
| 68 | "inputs": [ 0, 1 ], |
| 69 | "outputs": [ 2 ], |
| 70 | "custom_options_format": "FLEXBUFFERS" |
| 71 | } |
| 72 | ], |
| 73 | } ], |
| 74 | "buffers" : [ |
| 75 | { }, |
| 76 | { } |
| 77 | ] |
| 78 | } |
| 79 | )"; |
| 80 | Setup(); |
| 81 | } |
| 82 | }; |
| 83 | |
| 84 | |
| 85 | struct SimplePowerFixture : PowerFixture |
| 86 | { |
| 87 | SimplePowerFixture() : PowerFixture("[ 2, 2 ]", |
| 88 | "[ 2, 2 ]", |
| 89 | "[ 2, 2 ]") {} |
| 90 | }; |
| 91 | |
| 92 | TEST_CASE_FIXTURE(SimplePowerFixture, "SimplePower") |
| 93 | { |
| 94 | RunTest<2, armnn::DataType::QAsymmU8>( |
| 95 | 0, |
| 96 | {{"inputTensor1", { 0, 1, 2, 3 }}, |
| 97 | {"inputTensor2", { 4, 5, 6, 3 }}}, |
| 98 | {{"outputTensor", { 0, 1, 64, 27 }}}); |
| 99 | } |
| 100 | |
| 101 | } |