Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "../ParserHelper.hpp" |
| 7 | |
| 8 | #include <boost/test/unit_test.hpp> |
| 9 | |
| 10 | #include "armnn/Types.hpp" |
| 11 | |
| 12 | using namespace armnn; |
| 13 | using namespace armnnUtils; |
| 14 | |
| 15 | BOOST_AUTO_TEST_SUITE(ParserHelperSuite) |
| 16 | |
| 17 | BOOST_AUTO_TEST_CASE(CalculateReducedOutputTensoInfoTest) |
| 18 | { |
| 19 | bool keepDims = false; |
| 20 | |
| 21 | unsigned int inputShape[] = { 2, 3, 4 }; |
| 22 | TensorInfo inputTensorInfo(3, &inputShape[0], DataType::Float32); |
| 23 | |
| 24 | // Reducing all dimensions results in one single output value (one dimension) |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 25 | std::set<unsigned int> axisData1 = { 0, 1, 2 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 26 | TensorInfo outputTensorInfo1; |
| 27 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 28 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData1, keepDims, outputTensorInfo1); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 29 | |
| 30 | BOOST_ASSERT(outputTensorInfo1.GetNumDimensions() == 1); |
| 31 | BOOST_ASSERT(outputTensorInfo1.GetShape()[0] == 1); |
| 32 | |
| 33 | // Reducing dimension 0 results in a 3x4 size tensor (one dimension) |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 34 | std::set<unsigned int> axisData2 = { 0 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 35 | TensorInfo outputTensorInfo2; |
| 36 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 37 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData2, keepDims, outputTensorInfo2); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 38 | |
| 39 | BOOST_ASSERT(outputTensorInfo2.GetNumDimensions() == 1); |
| 40 | BOOST_ASSERT(outputTensorInfo2.GetShape()[0] == 12); |
| 41 | |
| 42 | // Reducing dimensions 0,1 results in a 4 size tensor (one dimension) |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 43 | std::set<unsigned int> axisData3 = { 0, 1 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 44 | TensorInfo outputTensorInfo3; |
| 45 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 46 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData3, keepDims, outputTensorInfo3); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 47 | |
| 48 | BOOST_ASSERT(outputTensorInfo3.GetNumDimensions() == 1); |
| 49 | BOOST_ASSERT(outputTensorInfo3.GetShape()[0] == 4); |
| 50 | |
| 51 | // Reducing dimension 0 results in a { 1, 3, 4 } dimension tensor |
| 52 | keepDims = true; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 53 | std::set<unsigned int> axisData4 = { 0 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 54 | |
| 55 | TensorInfo outputTensorInfo4; |
| 56 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 57 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData4, keepDims, outputTensorInfo4); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 58 | |
| 59 | BOOST_ASSERT(outputTensorInfo4.GetNumDimensions() == 3); |
| 60 | BOOST_ASSERT(outputTensorInfo4.GetShape()[0] == 1); |
| 61 | BOOST_ASSERT(outputTensorInfo4.GetShape()[1] == 3); |
| 62 | BOOST_ASSERT(outputTensorInfo4.GetShape()[2] == 4); |
| 63 | |
| 64 | // Reducing dimension 1, 2 results in a { 2, 1, 1 } dimension tensor |
| 65 | keepDims = true; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 66 | std::set<unsigned int> axisData5 = { 1, 2 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 67 | |
| 68 | TensorInfo outputTensorInfo5; |
| 69 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 70 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData5, keepDims, outputTensorInfo5); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 71 | |
| 72 | BOOST_ASSERT(outputTensorInfo5.GetNumDimensions() == 3); |
| 73 | BOOST_ASSERT(outputTensorInfo5.GetShape()[0] == 2); |
| 74 | BOOST_ASSERT(outputTensorInfo5.GetShape()[1] == 1); |
| 75 | BOOST_ASSERT(outputTensorInfo5.GetShape()[2] == 1); |
| 76 | |
| 77 | } |
| 78 | |
| 79 | BOOST_AUTO_TEST_SUITE_END() |
| 80 | |