Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 1 | /* |
Sheri Zhang | e5e61bd | 2021-04-14 14:16:04 +0100 | [diff] [blame] | 2 | * Copyright (c) 2019-2021 Arm Limited. |
Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #ifndef ARM_COMPUTE_TEST_DILATED_CONVOLUTION_LAYER_DATASET |
| 25 | #define ARM_COMPUTE_TEST_DILATED_CONVOLUTION_LAYER_DATASET |
| 26 | |
| 27 | #include "utils/TypePrinter.h" |
| 28 | |
| 29 | #include "arm_compute/core/TensorShape.h" |
| 30 | #include "arm_compute/core/Types.h" |
| 31 | #include "tests/datasets/DepthwiseConvolutionLayerDataset.h" |
| 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | namespace test |
| 36 | { |
| 37 | namespace datasets |
| 38 | { |
| 39 | /** Dataset containing small, generic depthwise convolution shapes with dilation. */ |
| 40 | class SmallDepthwiseDilatedConvolutionLayerDataset final : public DepthwiseConvolutionLayerDataset |
| 41 | { |
| 42 | public: |
| 43 | SmallDepthwiseDilatedConvolutionLayerDataset() |
| 44 | { |
| 45 | // Different strides and dilations |
| 46 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 2U), PadStrideInfo(1, 1, 0, 0), Size2D(2U, 2U)); |
| 47 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 2U), PadStrideInfo(1, 2, 0, 0), Size2D(2U, 1U)); |
| 48 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 2U), PadStrideInfo(1, 1, 0, 0), Size2D(2U, 1U)); |
| 49 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 2U), PadStrideInfo(2, 1, 0, 0), Size2D(2U, 2U)); |
| 50 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 2U), PadStrideInfo(2, 2, 0, 0), Size2D(1U, 2U)); |
| 51 | |
| 52 | add_config(TensorShape(7U, 8U, 1U), Size2D(2U, 3U), PadStrideInfo(1, 2, 0, 0), Size2D(2U, 2U)); |
| 53 | add_config(TensorShape(23U, 27U, 5U), Size2D(3U, 5U), PadStrideInfo(2, 1, 0, 0), Size2D(2U, 1U)); |
| 54 | add_config(TensorShape(33U, 27U, 7U), Size2D(7U, 3U), PadStrideInfo(3, 2, 1, 0), Size2D(1U, 2U)); |
| 55 | // Asymmetric padding |
| 56 | add_config(TensorShape(33U, 27U, 7U), Size2D(5U, 7U), PadStrideInfo(3, 2, 1, 1, 2, 0, DimensionRoundingType::FLOOR), Size2D(2U, 2U)); |
| 57 | add_config(TensorShape(33U, 27U, 7U), Size2D(5U, 7U), PadStrideInfo(3, 2, 1, 1, 0, 2, DimensionRoundingType::FLOOR), Size2D(2U, 2U)); |
Pablo Tello | e4cad15 | 2019-06-04 11:28:05 +0100 | [diff] [blame] | 58 | // Dilation and padding 2 |
| 59 | add_config(TensorShape(33U, 33U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 1, 2, 2, 2, 2, DimensionRoundingType::FLOOR), Size2D(2U, 2U)); |
| 60 | // Dilation and padding 4 |
| 61 | add_config(TensorShape(33U, 33U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 1, 4, 4, 4, 4, DimensionRoundingType::FLOOR), Size2D(4U, 4U)); |
Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 62 | } |
| 63 | }; |
| 64 | |
| 65 | /** Dataset containing small, 3x3 depthwise convolution shapes with dilation. */ |
| 66 | class SmallDepthwiseDilatedConvolutionLayerDataset3x3 final : public DepthwiseConvolutionLayerDataset |
| 67 | { |
| 68 | public: |
| 69 | SmallDepthwiseDilatedConvolutionLayerDataset3x3() |
| 70 | { |
Giorgio Arena | 15bc848 | 2020-12-08 14:34:00 +0000 | [diff] [blame] | 71 | add_config(TensorShape(1U, 1U, 1U), Size2D(3U, 3U), PadStrideInfo(1, 1, 2, 2), Size2D(2U, 2U)); |
Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 72 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 3U), PadStrideInfo(1, 1, 2, 0), Size2D(2U, 2U)); |
Giorgio Arena | 15bc848 | 2020-12-08 14:34:00 +0000 | [diff] [blame] | 73 | add_config(TensorShape(16U, 7U, 1U), Size2D(3U, 3U), PadStrideInfo(1, 1, 0, 1), Size2D(2U, 2U)); |
Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 74 | |
| 75 | // Different strides and dilations |
| 76 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 3U), PadStrideInfo(1, 1, 0, 0), Size2D(2U, 2U)); |
| 77 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 3U), PadStrideInfo(1, 2, 0, 0), Size2D(2U, 1U)); |
| 78 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 3U), PadStrideInfo(2, 1, 0, 0), Size2D(2U, 2U)); |
| 79 | add_config(TensorShape(7U, 7U, 1U), Size2D(3U, 3U), PadStrideInfo(2, 2, 0, 0), Size2D(1U, 2U)); |
| 80 | |
| 81 | add_config(TensorShape(11U, 11U, 1U), Size2D(3U, 3U), PadStrideInfo(3, 3, 0, 0), Size2D(2U, 2U)); |
| 82 | add_config(TensorShape(7U, 7U, 3U, 2U), Size2D(3U, 3U), PadStrideInfo(1, 1, 0, 0), Size2D(2U, 2U)); |
| 83 | |
| 84 | add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(1, 1, 1, 0), Size2D(1U, 1U)); |
| 85 | |
| 86 | add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(1, 1, 1, 0), Size2D(2U, 2U)); |
| 87 | // Asymmetric padding |
| 88 | add_config(TensorShape(33U, 27U, 11U), Size2D(3U, 3U), PadStrideInfo(2, 2, 0, 1, 0, 1, DimensionRoundingType::FLOOR), Size2D(2U, 2U)); |
| 89 | } |
| 90 | }; |
| 91 | |
| 92 | /** Dataset containing large, generic depthwise convolution shapes with dilation. */ |
| 93 | class LargeDepthwiseDilatedConvolutionLayerDataset final : public DepthwiseConvolutionLayerDataset |
| 94 | { |
| 95 | public: |
| 96 | LargeDepthwiseDilatedConvolutionLayerDataset() |
| 97 | { |
| 98 | add_config(TensorShape(33U, 27U, 11U), Size2D(3U, 3U), PadStrideInfo(1, 2, 0, 1), Size2D(2U, 1U)); |
| 99 | add_config(TensorShape(17U, 31U, 2U), Size2D(5U, 9U), PadStrideInfo(1, 2, 1, 1), Size2D(1U, 2U)); |
Usama Arif | d038daf | 2019-04-23 11:06:33 +0100 | [diff] [blame] | 100 | add_config(TensorShape(23U, 27U, 5U), Size2D(11U, 3U), PadStrideInfo(1, 2, 0, 0), Size2D(1U, 3U)); |
Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 101 | add_config(TensorShape(17U, 31U, 2U, 3U), Size2D(5U, 9U), PadStrideInfo(1, 2, 1, 1), Size2D(2U, 2U)); |
| 102 | add_config(TensorShape(233U, 277U, 55U), Size2D(3U, 3U), PadStrideInfo(2, 1, 0, 0), Size2D(2U, 2U)); |
| 103 | add_config(TensorShape(333U, 277U, 77U), Size2D(3U, 3U), PadStrideInfo(3, 2, 1, 0), Size2D(3U, 2U)); |
| 104 | add_config(TensorShape(177U, 311U, 22U), Size2D(3U, 3U), PadStrideInfo(1, 2, 1, 1), Size2D(2U, 2U)); |
| 105 | add_config(TensorShape(233U, 277U, 55U), Size2D(3U, 3U), PadStrideInfo(1, 2, 0, 0), Size2D(5U, 2U)); |
| 106 | add_config(TensorShape(333U, 277U, 77U), Size2D(3U, 3U), PadStrideInfo(2, 3, 0, 1), Size2D(2U, 2U)); |
| 107 | add_config(TensorShape(177U, 311U, 22U), Size2D(3U, 3U), PadStrideInfo(2, 1, 1, 1), Size2D(2U, 5U)); |
| 108 | // Asymmetric padding |
| 109 | add_config(TensorShape(33U, 27U, 7U), Size2D(5U, 7U), PadStrideInfo(3, 2, 2, 1, 2, 0, DimensionRoundingType::FLOOR), Size2D(3U, 2U)); |
| 110 | add_config(TensorShape(33U, 27U, 7U), Size2D(5U, 7U), PadStrideInfo(3, 2, 1, 3, 0, 2, DimensionRoundingType::FLOOR), Size2D(4U, 4U)); |
| 111 | add_config(TensorShape(33U, 27U, 7U), Size2D(5U, 7U), PadStrideInfo(3, 2, 1, 0, 1, 0, DimensionRoundingType::FLOOR), Size2D(2U, 2U)); |
| 112 | add_config(TensorShape(33U, 27U, 7U), Size2D(5U, 7U), PadStrideInfo(3, 2, 0, 1, 0, 1, DimensionRoundingType::FLOOR), Size2D(3U, 3U)); |
| 113 | } |
| 114 | }; |
| 115 | |
| 116 | /** Dataset containing large, 3x3 depthwise convolution shapes with dilation. */ |
| 117 | class LargeDepthwiseDilatedConvolutionLayerDataset3x3 final : public DepthwiseConvolutionLayerDataset |
| 118 | { |
| 119 | public: |
| 120 | LargeDepthwiseDilatedConvolutionLayerDataset3x3() |
| 121 | { |
Giorgio Arena | 15bc848 | 2020-12-08 14:34:00 +0000 | [diff] [blame] | 122 | add_config(TensorShape(32U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 1, 0, 1), Size2D(2U, 1U)); |
Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 123 | add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 1, 1, 1), Size2D(2U, 2U)); |
| 124 | add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(1, 2, 1, 0), Size2D(2U, 2U)); |
| 125 | add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 2, 0, 1), Size2D(2U, 1U)); |
| 126 | add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 2, 1, 1), Size2D(2U, 3U)); |
| 127 | add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(2, 1, 1, 0), Size2D(2U, 1U)); |
| 128 | add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(2, 1, 0, 1), Size2D(3U, 3U)); |
| 129 | add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(2, 1, 1, 1), Size2D(2U, 2U)); |
| 130 | add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(2, 2, 1, 0), Size2D(2U, 2U)); |
| 131 | add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(2, 2, 0, 1), Size2D(4U, 4U)); |
| 132 | add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(2, 2, 1, 1), Size2D(2U, 5U)); |
Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 133 | add_config(TensorShape(177U, 311U, 22U), Size2D(3U, 3U), PadStrideInfo(1, 2, 1, 1), Size2D(4U, 4U)); |
| 134 | add_config(TensorShape(233U, 277U, 55U), Size2D(3U, 3U), PadStrideInfo(1, 2, 0, 0), Size2D(5U, 5U)); |
Sheri Zhang | e5e61bd | 2021-04-14 14:16:04 +0100 | [diff] [blame] | 135 | add_config(TensorShape(333U, 277U, 77U), Size2D(3U, 3U), PadStrideInfo(2, 3, 0, 0), Size2D(4U, 4U)); |
Usama Arif | e73686a | 2019-04-08 17:30:48 +0100 | [diff] [blame] | 136 | add_config(TensorShape(177U, 311U, 22U), Size2D(3U, 3U), PadStrideInfo(2, 1, 1, 1), Size2D(3U, 3U)); |
| 137 | } |
| 138 | }; |
| 139 | } // namespace datasets |
| 140 | } // namespace test |
| 141 | } // namespace arm_compute |
Giorgio Arena | 15bc848 | 2020-12-08 14:34:00 +0000 | [diff] [blame] | 142 | #endif /* ARM_COMPUTE_TEST_DILATED_CONVOLUTION_LAYER_DATASET */ |