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 | |
Matthew Bentham | ff130e2 | 2020-01-17 11:47:42 +0000 | [diff] [blame] | 8 | #include <armnn/Tensor.hpp> |
| 9 | #include <armnn/Types.hpp> |
| 10 | |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 11 | #include <boost/test/unit_test.hpp> |
| 12 | |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 13 | |
| 14 | using namespace armnn; |
| 15 | using namespace armnnUtils; |
| 16 | |
| 17 | BOOST_AUTO_TEST_SUITE(ParserHelperSuite) |
| 18 | |
| 19 | BOOST_AUTO_TEST_CASE(CalculateReducedOutputTensoInfoTest) |
| 20 | { |
| 21 | bool keepDims = false; |
| 22 | |
| 23 | unsigned int inputShape[] = { 2, 3, 4 }; |
| 24 | TensorInfo inputTensorInfo(3, &inputShape[0], DataType::Float32); |
| 25 | |
| 26 | // Reducing all dimensions results in one single output value (one dimension) |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 27 | std::set<unsigned int> axisData1 = { 0, 1, 2 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 28 | TensorInfo outputTensorInfo1; |
| 29 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 30 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData1, keepDims, outputTensorInfo1); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 31 | |
| 32 | BOOST_ASSERT(outputTensorInfo1.GetNumDimensions() == 1); |
| 33 | BOOST_ASSERT(outputTensorInfo1.GetShape()[0] == 1); |
| 34 | |
| 35 | // Reducing dimension 0 results in a 3x4 size tensor (one dimension) |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 36 | std::set<unsigned int> axisData2 = { 0 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 37 | TensorInfo outputTensorInfo2; |
| 38 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 39 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData2, keepDims, outputTensorInfo2); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 40 | |
| 41 | BOOST_ASSERT(outputTensorInfo2.GetNumDimensions() == 1); |
| 42 | BOOST_ASSERT(outputTensorInfo2.GetShape()[0] == 12); |
| 43 | |
| 44 | // Reducing dimensions 0,1 results in a 4 size tensor (one dimension) |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 45 | std::set<unsigned int> axisData3 = { 0, 1 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 46 | TensorInfo outputTensorInfo3; |
| 47 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 48 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData3, keepDims, outputTensorInfo3); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 49 | |
| 50 | BOOST_ASSERT(outputTensorInfo3.GetNumDimensions() == 1); |
| 51 | BOOST_ASSERT(outputTensorInfo3.GetShape()[0] == 4); |
| 52 | |
| 53 | // Reducing dimension 0 results in a { 1, 3, 4 } dimension tensor |
| 54 | keepDims = true; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 55 | std::set<unsigned int> axisData4 = { 0 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 56 | |
| 57 | TensorInfo outputTensorInfo4; |
| 58 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 59 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData4, keepDims, outputTensorInfo4); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 60 | |
| 61 | BOOST_ASSERT(outputTensorInfo4.GetNumDimensions() == 3); |
| 62 | BOOST_ASSERT(outputTensorInfo4.GetShape()[0] == 1); |
| 63 | BOOST_ASSERT(outputTensorInfo4.GetShape()[1] == 3); |
| 64 | BOOST_ASSERT(outputTensorInfo4.GetShape()[2] == 4); |
| 65 | |
| 66 | // Reducing dimension 1, 2 results in a { 2, 1, 1 } dimension tensor |
| 67 | keepDims = true; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 68 | std::set<unsigned int> axisData5 = { 1, 2 }; |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 69 | |
| 70 | TensorInfo outputTensorInfo5; |
| 71 | |
Derek Lamberti | baa177f | 2019-12-10 22:00:43 +0000 | [diff] [blame] | 72 | CalculateReducedOutputTensoInfo(inputTensorInfo, axisData5, keepDims, outputTensorInfo5); |
Ferran Balaguer | 51dd62f | 2019-01-11 19:29:18 +0000 | [diff] [blame] | 73 | |
| 74 | BOOST_ASSERT(outputTensorInfo5.GetNumDimensions() == 3); |
| 75 | BOOST_ASSERT(outputTensorInfo5.GetShape()[0] == 2); |
| 76 | BOOST_ASSERT(outputTensorInfo5.GetShape()[1] == 1); |
| 77 | BOOST_ASSERT(outputTensorInfo5.GetShape()[2] == 1); |
| 78 | |
| 79 | } |
| 80 | |
| 81 | BOOST_AUTO_TEST_SUITE_END() |
| 82 | |