Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2023 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ConvolutionTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
| 11 | #include <tensorflow/lite/interpreter.h> |
| 12 | #include <tensorflow/lite/kernels/register.h> |
| 13 | #include <tensorflow/lite/model.h> |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 14 | #include <tensorflow/lite/version.h> |
| 15 | |
| 16 | #include <doctest/doctest.h> |
| 17 | |
| 18 | namespace armnnDelegate |
| 19 | { |
| 20 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 21 | void TransposeConvInt8Test() |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 22 | { |
| 23 | // Set input data |
| 24 | std::vector<int32_t> transposeTensorShape { 4 }; |
| 25 | std::vector<int32_t> filterShape { 1, 2, 2, 1 }; |
| 26 | std::vector<int32_t> inputShape { 1, 2, 2, 1 }; |
| 27 | std::vector<int32_t> outputShape { 1, 3, 3, 1 }; |
| 28 | |
| 29 | std::vector<int32_t> transposeData = { 1, 3, 3, 1 }; |
| 30 | static std::vector<int8_t> inputValues = { 1, 2, 3, 4 }; |
| 31 | std::vector<int8_t> filterValues = { 0, 1, 2, 4 }; |
| 32 | std::vector<int8_t> expectedOutputValues = |
| 33 | { |
| 34 | 0, 1, 2, |
| 35 | 2, 11, 12, |
| 36 | 6, 20, 16 |
| 37 | }; |
| 38 | |
| 39 | tflite::Padding padding = tflite::Padding_VALID; |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 40 | TransposeConvTest<int8_t>(::tflite::TensorType_INT8, |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 41 | 1, // strideX |
| 42 | 1, // strideY |
| 43 | padding, |
| 44 | transposeTensorShape, |
| 45 | filterShape, |
| 46 | inputShape, |
| 47 | outputShape, |
| 48 | transposeData, |
| 49 | filterValues, |
| 50 | inputValues, |
| 51 | expectedOutputValues); |
| 52 | } |
| 53 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 54 | void TransposeConvFp32Test() |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 55 | { |
| 56 | std::vector<int32_t> transposeTensorShape { 4 }; |
| 57 | std::vector<int32_t> filterShape { 1, 2, 2, 1 }; |
| 58 | std::vector<int32_t> inputShape { 1, 2, 2, 1 }; |
| 59 | std::vector<int32_t> outputShape { 1, 3, 3, 1 }; |
| 60 | |
| 61 | std::vector<int32_t> transposeData = { 1, 3, 3, 1 }; |
| 62 | static std::vector<float> inputValues = { 1, 2, 3, 4 }; |
| 63 | std::vector<float> filterValues = { 0, 1, 2, 4 }; |
| 64 | std::vector<float> expectedOutputValues = |
| 65 | { |
| 66 | 0, 1, 2, |
| 67 | 2, 11, 12, |
| 68 | 6, 20, 16 |
| 69 | }; |
| 70 | |
| 71 | tflite::Padding padding = tflite::Padding_VALID; |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 72 | TransposeConvTest<float>(::tflite::TensorType_FLOAT32, |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 73 | 1, // strideX |
| 74 | 1, // strideY |
| 75 | padding, |
| 76 | transposeTensorShape, |
| 77 | filterShape, |
| 78 | inputShape, |
| 79 | outputShape, |
| 80 | transposeData, |
| 81 | filterValues, |
| 82 | inputValues, |
| 83 | expectedOutputValues); |
| 84 | } |
| 85 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 86 | TEST_SUITE("TransposeConv_Test") |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 87 | { |
| 88 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 89 | TEST_CASE ("TransposeConv_Fp32_Test") |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 90 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 91 | TransposeConvFp32Test(); |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 92 | } |
| 93 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 94 | TEST_CASE ("TransposeConv_Int8_Test") |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 95 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 96 | TransposeConvInt8Test(); |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 97 | } |
| 98 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 99 | } // End of TEST_SUITE(TransposeConv_Test) |
Matthew Sloyan | 080ffd8 | 2023-04-24 12:53:04 +0100 | [diff] [blame] | 100 | |
| 101 | } // namespace armnnDelegate |