Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2019 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 6 | #include <armnn/Types.hpp> |
| 7 | |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 8 | #include <armnnUtils/TensorUtils.hpp> |
| 9 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 10 | #include <doctest/doctest.h> |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 11 | |
| 12 | using namespace armnn; |
| 13 | using namespace armnnUtils; |
| 14 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 15 | TEST_SUITE("TensorUtilsSuite") |
| 16 | { |
| 17 | TEST_CASE("ExpandDimsAxis0Test") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 18 | { |
| 19 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 20 | |
| 21 | // Expand dimension 0 |
| 22 | armnn::TensorShape outputShape = ExpandDims(inputShape, 0); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 23 | CHECK(outputShape.GetNumDimensions() == 4); |
| 24 | CHECK(outputShape[0] == 1); |
| 25 | CHECK(outputShape[1] == 2); |
| 26 | CHECK(outputShape[2] == 3); |
| 27 | CHECK(outputShape[3] == 4); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 28 | } |
| 29 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 30 | TEST_CASE("ExpandDimsAxis1Test") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 31 | { |
| 32 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 33 | |
| 34 | // Expand dimension 1 |
| 35 | armnn::TensorShape outputShape = ExpandDims(inputShape, 1); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 36 | CHECK(outputShape.GetNumDimensions() == 4); |
| 37 | CHECK(outputShape[0] == 2); |
| 38 | CHECK(outputShape[1] == 1); |
| 39 | CHECK(outputShape[2] == 3); |
| 40 | CHECK(outputShape[3] == 4); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 41 | } |
| 42 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 43 | TEST_CASE("ExpandDimsAxis2Test") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 44 | { |
| 45 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 46 | |
| 47 | // Expand dimension 2 |
| 48 | armnn::TensorShape outputShape = ExpandDims(inputShape, 2); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 49 | CHECK(outputShape.GetNumDimensions() == 4); |
| 50 | CHECK(outputShape[0] == 2); |
| 51 | CHECK(outputShape[1] == 3); |
| 52 | CHECK(outputShape[2] == 1); |
| 53 | CHECK(outputShape[3] == 4); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 54 | } |
| 55 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 56 | TEST_CASE("ExpandDimsAxis3Test") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 57 | { |
| 58 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 59 | |
| 60 | // Expand dimension 3 |
| 61 | armnn::TensorShape outputShape = ExpandDims(inputShape, 3); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 62 | CHECK(outputShape.GetNumDimensions() == 4); |
| 63 | CHECK(outputShape[0] == 2); |
| 64 | CHECK(outputShape[1] == 3); |
| 65 | CHECK(outputShape[2] == 4); |
| 66 | CHECK(outputShape[3] == 1); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 67 | } |
| 68 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 69 | TEST_CASE("ExpandDimsNegativeAxis1Test") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 70 | { |
| 71 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 72 | |
| 73 | // Expand dimension -1 |
| 74 | armnn::TensorShape outputShape = ExpandDims(inputShape, -1); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 75 | CHECK(outputShape.GetNumDimensions() == 4); |
| 76 | CHECK(outputShape[0] == 2); |
| 77 | CHECK(outputShape[1] == 3); |
| 78 | CHECK(outputShape[2] == 4); |
| 79 | CHECK(outputShape[3] == 1); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 80 | } |
| 81 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 82 | TEST_CASE("ExpandDimsNegativeAxis2Test") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 83 | { |
| 84 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 85 | |
| 86 | // Expand dimension -2 |
| 87 | armnn::TensorShape outputShape = ExpandDims(inputShape, -2); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 88 | CHECK(outputShape.GetNumDimensions() == 4); |
| 89 | CHECK(outputShape[0] == 2); |
| 90 | CHECK(outputShape[1] == 3); |
| 91 | CHECK(outputShape[2] == 1); |
| 92 | CHECK(outputShape[3] == 4); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 93 | } |
| 94 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 95 | TEST_CASE("ExpandDimsNegativeAxis3Test") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 96 | { |
| 97 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 98 | |
| 99 | // Expand dimension -3 |
| 100 | armnn::TensorShape outputShape = ExpandDims(inputShape, -3); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 101 | CHECK(outputShape.GetNumDimensions() == 4); |
| 102 | CHECK(outputShape[0] == 2); |
| 103 | CHECK(outputShape[1] == 1); |
| 104 | CHECK(outputShape[2] == 3); |
| 105 | CHECK(outputShape[3] == 4); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 106 | } |
| 107 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 108 | TEST_CASE("ExpandDimsNegativeAxis4Test") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 109 | { |
| 110 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 111 | |
| 112 | // Expand dimension -4 |
| 113 | armnn::TensorShape outputShape = ExpandDims(inputShape, -4); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 114 | CHECK(outputShape.GetNumDimensions() == 4); |
| 115 | CHECK(outputShape[0] == 1); |
| 116 | CHECK(outputShape[1] == 2); |
| 117 | CHECK(outputShape[2] == 3); |
| 118 | CHECK(outputShape[3] == 4); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 119 | } |
| 120 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 121 | TEST_CASE("ExpandDimsInvalidAxisTest") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 122 | { |
| 123 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 124 | |
| 125 | // Invalid expand dimension 4 |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 126 | CHECK_THROWS_AS(ExpandDims(inputShape, 4), armnn::InvalidArgumentException); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 127 | } |
| 128 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 129 | TEST_CASE("ExpandDimsInvalidNegativeAxisTest") |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 130 | { |
| 131 | armnn::TensorShape inputShape({ 2, 3, 4 }); |
| 132 | |
| 133 | // Invalid expand dimension -5 |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 134 | CHECK_THROWS_AS(ExpandDims(inputShape, -5), armnn::InvalidArgumentException); |
Narumol Prangnawarat | 0280785 | 2019-09-11 16:43:09 +0100 | [diff] [blame] | 135 | } |
| 136 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 137 | } |