| /* |
| * Copyright (c) 2017-2021 Arm Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #ifndef ARM_COMPUTE_TEST_SHAPE_DATASETS_H |
| #define ARM_COMPUTE_TEST_SHAPE_DATASETS_H |
| |
| #include "arm_compute/core/TensorShape.h" |
| #include "tests/framework/datasets/Datasets.h" |
| |
| #include <type_traits> |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace datasets |
| { |
| /** Parent type for all for shape datasets. */ |
| using ShapeDataset = framework::dataset::ContainerDataset<std::vector<TensorShape>>; |
| |
| /** Data set containing tiny 1D tensor shapes. */ |
| class Tiny1DShapes final : public ShapeDataset |
| { |
| public: |
| Tiny1DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 2U }, |
| TensorShape{ 3U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 1D tensor shapes. */ |
| class Small1DShapes final : public ShapeDataset |
| { |
| public: |
| Small1DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 128U }, |
| TensorShape{ 256U }, |
| TensorShape{ 512U }, |
| TensorShape{ 1024U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing tiny 2D tensor shapes. */ |
| class Tiny2DShapes final : public ShapeDataset |
| { |
| public: |
| Tiny2DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 7U }, |
| TensorShape{ 11U, 13U }, |
| }) |
| { |
| } |
| }; |
| /** Data set containing small 2D tensor shapes. */ |
| class Small2DShapes final : public ShapeDataset |
| { |
| public: |
| Small2DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 7U }, |
| TensorShape{ 5U, 13U }, |
| TensorShape{ 32U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing tiny 3D tensor shapes. */ |
| class Tiny3DShapes final : public ShapeDataset |
| { |
| public: |
| Tiny3DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 7U, 5U }, |
| TensorShape{ 23U, 13U, 9U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 3D tensor shapes. */ |
| class Small3DShapes final : public ShapeDataset |
| { |
| public: |
| Small3DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 7U, 7U }, |
| TensorShape{ 2U, 5U, 4U }, |
| |
| TensorShape{ 7U, 7U, 5U }, |
| TensorShape{ 16U, 16U, 5U }, |
| TensorShape{ 27U, 13U, 37U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing tiny 4D tensor shapes. */ |
| class Tiny4DShapes final : public ShapeDataset |
| { |
| public: |
| Tiny4DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 2U, 7U, 5U, 3U }, |
| TensorShape{ 17U, 13U, 7U, 2U }, |
| }) |
| { |
| } |
| }; |
| /** Data set containing small 4D tensor shapes. */ |
| class Small4DShapes final : public ShapeDataset |
| { |
| public: |
| Small4DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 2U, 7U, 1U, 3U }, |
| TensorShape{ 7U, 7U, 5U, 3U }, |
| TensorShape{ 27U, 13U, 37U, 2U }, |
| TensorShape{ 128U, 64U, 21U, 3U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing tiny tensor shapes. */ |
| class TinyShapes final : public ShapeDataset |
| { |
| public: |
| TinyShapes() |
| : ShapeDataset("Shape", |
| { |
| // Batch size 1 |
| TensorShape{ 1U, 9U }, |
| TensorShape{ 27U, 13U, 2U }, |
| }) |
| { |
| } |
| }; |
| /** Data set containing small tensor shapes with none of the dimensions equal to 1 (unit). */ |
| class SmallNoneUnitShapes final : public ShapeDataset |
| { |
| public: |
| SmallNoneUnitShapes() |
| : ShapeDataset("Shape", |
| { |
| // Batch size 1 |
| TensorShape{ 13U, 11U }, |
| TensorShape{ 16U, 16U }, |
| TensorShape{ 24U, 26U, 5U }, |
| TensorShape{ 7U, 7U, 17U, 2U }, |
| // Batch size 4 |
| TensorShape{ 27U, 13U, 2U, 4U }, |
| // Arbitrary batch size |
| TensorShape{ 8U, 7U, 5U, 5U } |
| }) |
| { |
| } |
| }; |
| /** Data set containing small tensor shapes. */ |
| class SmallShapes final : public ShapeDataset |
| { |
| public: |
| SmallShapes() |
| : ShapeDataset("Shape", |
| { |
| // Batch size 1 |
| TensorShape{ 3U, 11U }, |
| TensorShape{ 1U, 16U }, |
| TensorShape{ 27U, 13U, 7U }, |
| TensorShape{ 7U, 7U, 17U, 2U }, |
| // Batch size 4 |
| TensorShape{ 27U, 13U, 2U, 4U }, |
| // Arbitrary batch size |
| TensorShape{ 11U, 11U, 3U, 5U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing pairs of tiny tensor shapes that are broadcast compatible. */ |
| class TinyShapesBroadcast final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset> |
| { |
| public: |
| TinyShapesBroadcast() |
| : ZipDataset<ShapeDataset, ShapeDataset>( |
| ShapeDataset("Shape0", |
| { |
| TensorShape{ 9U, 9U }, |
| TensorShape{ 10U, 2U, 14U, 2U }, |
| }), |
| ShapeDataset("Shape1", |
| { |
| TensorShape{ 9U, 1U, 9U }, |
| TensorShape{ 10U }, |
| })) |
| { |
| } |
| }; |
| /** Data set containing pairs of tiny tensor shapes that are broadcast compatible and can do in_place calculation. */ |
| class TinyShapesBroadcastInplace final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset> |
| { |
| public: |
| TinyShapesBroadcastInplace() |
| : ZipDataset<ShapeDataset, ShapeDataset>( |
| ShapeDataset("Shape0", |
| { |
| TensorShape{ 9U }, |
| TensorShape{ 10U, 2U, 14U, 2U }, |
| }), |
| ShapeDataset("Shape1", |
| { |
| TensorShape{ 9U, 1U, 9U }, |
| TensorShape{ 10U }, |
| })) |
| { |
| } |
| }; |
| /** Data set containing pairs of small tensor shapes that are broadcast compatible. */ |
| class SmallShapesBroadcast final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset> |
| { |
| public: |
| SmallShapesBroadcast() |
| : ZipDataset<ShapeDataset, ShapeDataset>( |
| ShapeDataset("Shape0", |
| { |
| TensorShape{ 9U, 9U }, |
| TensorShape{ 27U, 13U, 2U }, |
| TensorShape{ 128U, 1U, 5U, 3U }, |
| TensorShape{ 9U, 9U, 3U, 4U }, |
| TensorShape{ 27U, 13U, 2U, 4U }, |
| TensorShape{ 1U, 1U, 1U, 5U }, |
| TensorShape{ 1U, 16U, 10U, 2U, 128U }, |
| TensorShape{ 1U, 16U, 10U, 2U, 128U } |
| }), |
| ShapeDataset("Shape1", |
| { |
| TensorShape{ 9U, 1U, 2U }, |
| TensorShape{ 1U, 13U, 2U }, |
| TensorShape{ 128U, 64U, 1U, 3U }, |
| TensorShape{ 9U, 1U, 3U }, |
| TensorShape{ 1U }, |
| TensorShape{ 9U, 9U, 3U, 5U }, |
| TensorShape{ 1U, 1U, 1U, 1U, 128U }, |
| TensorShape{ 128U } |
| })) |
| { |
| } |
| }; |
| |
| /** Data set containing medium tensor shapes. */ |
| class MediumShapes final : public ShapeDataset |
| { |
| public: |
| MediumShapes() |
| : ShapeDataset("Shape", |
| { |
| // Batch size 1 |
| TensorShape{ 37U, 37U }, |
| TensorShape{ 27U, 33U, 2U }, |
| // Arbitrary batch size |
| TensorShape{ 37U, 37U, 3U, 5U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing medium 2D tensor shapes. */ |
| class Medium2DShapes final : public ShapeDataset |
| { |
| public: |
| Medium2DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 42U, 37U }, |
| TensorShape{ 57U, 60U }, |
| TensorShape{ 128U, 64U }, |
| TensorShape{ 83U, 72U }, |
| TensorShape{ 40U, 40U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing medium 3D tensor shapes. */ |
| class Medium3DShapes final : public ShapeDataset |
| { |
| public: |
| Medium3DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 42U, 37U, 8U }, |
| TensorShape{ 57U, 60U, 13U }, |
| TensorShape{ 83U, 72U, 14U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing medium 4D tensor shapes. */ |
| class Medium4DShapes final : public ShapeDataset |
| { |
| public: |
| Medium4DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 42U, 37U, 8U, 15U }, |
| TensorShape{ 57U, 60U, 13U, 8U }, |
| TensorShape{ 83U, 72U, 14U, 5U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large tensor shapes. */ |
| class LargeShapes final : public ShapeDataset |
| { |
| public: |
| LargeShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 582U, 131U, 1U, 4U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing pairs of large tensor shapes that are broadcast compatible. */ |
| class LargeShapesBroadcast final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset> |
| { |
| public: |
| LargeShapesBroadcast() |
| : ZipDataset<ShapeDataset, ShapeDataset>( |
| ShapeDataset("Shape0", |
| { |
| TensorShape{ 1921U, 541U }, |
| TensorShape{ 1U, 485U, 2U, 3U }, |
| TensorShape{ 4159U, 1U }, |
| TensorShape{ 799U } |
| }), |
| ShapeDataset("Shape1", |
| { |
| TensorShape{ 1921U, 1U, 2U }, |
| TensorShape{ 641U, 1U, 2U, 3U }, |
| TensorShape{ 1U, 127U, 25U }, |
| TensorShape{ 799U, 595U, 1U, 4U } |
| })) |
| { |
| } |
| }; |
| |
| /** Data set containing large 1D tensor shapes. */ |
| class Large1DShapes final : public ShapeDataset |
| { |
| public: |
| Large1DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1245U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 2D tensor shapes. */ |
| class Large2DShapes final : public ShapeDataset |
| { |
| public: |
| Large2DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1245U, 652U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 3D tensor shapes. */ |
| class Large3DShapes final : public ShapeDataset |
| { |
| public: |
| Large3DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 320U, 240U, 3U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 4D tensor shapes. */ |
| class Large4DShapes final : public ShapeDataset |
| { |
| public: |
| Large4DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 320U, 123U, 3U, 3U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 3x3 tensor shapes. */ |
| class Small3x3Shapes final : public ShapeDataset |
| { |
| public: |
| Small3x3Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 3U, 3U, 7U, 4U }, |
| TensorShape{ 3U, 3U, 4U, 13U }, |
| TensorShape{ 3U, 3U, 3U, 5U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 3x1 tensor shapes. */ |
| class Small3x1Shapes final : public ShapeDataset |
| { |
| public: |
| Small3x1Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 3U, 1U, 7U, 4U }, |
| TensorShape{ 3U, 1U, 4U, 13U }, |
| TensorShape{ 3U, 1U, 3U, 5U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 1x3 tensor shapes. */ |
| class Small1x3Shapes final : public ShapeDataset |
| { |
| public: |
| Small1x3Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 3U, 7U, 4U }, |
| TensorShape{ 1U, 3U, 4U, 13U }, |
| TensorShape{ 1U, 3U, 3U, 5U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 3x3 tensor shapes. */ |
| class Large3x3Shapes final : public ShapeDataset |
| { |
| public: |
| Large3x3Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 3U, 3U, 32U, 64U }, |
| TensorShape{ 3U, 3U, 51U, 13U }, |
| TensorShape{ 3U, 3U, 53U, 47U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 3x1 tensor shapes. */ |
| class Large3x1Shapes final : public ShapeDataset |
| { |
| public: |
| Large3x1Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 3U, 1U, 32U, 64U }, |
| TensorShape{ 3U, 1U, 51U, 13U }, |
| TensorShape{ 3U, 1U, 53U, 47U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 1x3 tensor shapes. */ |
| class Large1x3Shapes final : public ShapeDataset |
| { |
| public: |
| Large1x3Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 3U, 32U, 64U }, |
| TensorShape{ 1U, 3U, 51U, 13U }, |
| TensorShape{ 1U, 3U, 53U, 47U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 5x5 tensor shapes. */ |
| class Small5x5Shapes final : public ShapeDataset |
| { |
| public: |
| Small5x5Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 5U, 5U, 7U, 4U }, |
| TensorShape{ 5U, 5U, 4U, 13U }, |
| TensorShape{ 5U, 5U, 3U, 5U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 5x5 tensor shapes. */ |
| class Large5x5Shapes final : public ShapeDataset |
| { |
| public: |
| Large5x5Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 5U, 5U, 32U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 5x1 tensor shapes. */ |
| class Small5x1Shapes final : public ShapeDataset |
| { |
| public: |
| Small5x1Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 5U, 1U, 7U, 4U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 5x1 tensor shapes. */ |
| class Large5x1Shapes final : public ShapeDataset |
| { |
| public: |
| Large5x1Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 5U, 1U, 32U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 1x5 tensor shapes. */ |
| class Small1x5Shapes final : public ShapeDataset |
| { |
| public: |
| Small1x5Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 5U, 7U, 4U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 1x5 tensor shapes. */ |
| class Large1x5Shapes final : public ShapeDataset |
| { |
| public: |
| Large1x5Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 5U, 32U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 1x7 tensor shapes. */ |
| class Small1x7Shapes final : public ShapeDataset |
| { |
| public: |
| Small1x7Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 7U, 7U, 4U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 1x7 tensor shapes. */ |
| class Large1x7Shapes final : public ShapeDataset |
| { |
| public: |
| Large1x7Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 7U, 32U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 7x7 tensor shapes. */ |
| class Small7x7Shapes final : public ShapeDataset |
| { |
| public: |
| Small7x7Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 7U, 7U, 4U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 7x7 tensor shapes. */ |
| class Large7x7Shapes final : public ShapeDataset |
| { |
| public: |
| Large7x7Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 7U, 32U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 7x1 tensor shapes. */ |
| class Small7x1Shapes final : public ShapeDataset |
| { |
| public: |
| Small7x1Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 1U, 7U, 4U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 7x1 tensor shapes. */ |
| class Large7x1Shapes final : public ShapeDataset |
| { |
| public: |
| Large7x1Shapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 1U, 32U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small tensor shapes for deconvolution. */ |
| class SmallDeconvolutionShapes final : public ShapeDataset |
| { |
| public: |
| SmallDeconvolutionShapes() |
| : ShapeDataset("InputShape", |
| { |
| TensorShape{ 5U, 4U, 3U, 2U }, |
| TensorShape{ 5U, 5U, 3U }, |
| TensorShape{ 11U, 13U, 4U, 3U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing tiny tensor shapes for direct convolution. */ |
| class TinyDirectConvolutionShapes final : public ShapeDataset |
| { |
| public: |
| TinyDirectConvolutionShapes() |
| : ShapeDataset("InputShape", |
| { |
| // Batch size 1 |
| TensorShape{ 11U, 13U, 3U }, |
| TensorShape{ 7U, 27U, 3U } |
| }) |
| { |
| } |
| }; |
| /** Data set containing small tensor shapes for direct convolution. */ |
| class SmallDirectConvolutionShapes final : public ShapeDataset |
| { |
| public: |
| SmallDirectConvolutionShapes() |
| : ShapeDataset("InputShape", |
| { |
| // Batch size 1 |
| TensorShape{ 32U, 37U, 3U }, |
| // Batch size 4 |
| TensorShape{ 6U, 9U, 5U, 4U }, |
| }) |
| { |
| } |
| }; |
| |
| class SmallDirectConv3DShapes final : public ShapeDataset |
| { |
| public: |
| SmallDirectConv3DShapes() |
| : ShapeDataset("InputShape", |
| { |
| // Batch size 2 |
| TensorShape{ 1U, 3U, 4U, 5U, 2U }, |
| // Batch size 3 |
| TensorShape{ 7U, 27U, 3U, 6U, 3U }, |
| // Batch size 1 |
| TensorShape{ 32U, 37U, 13U, 1U, 1U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small tensor shapes for direct convolution. */ |
| class SmallDirectConvolutionTensorShiftShapes final : public ShapeDataset |
| { |
| public: |
| SmallDirectConvolutionTensorShiftShapes() |
| : ShapeDataset("InputShape", |
| { |
| // Batch size 1 |
| TensorShape{ 32U, 37U, 3U }, |
| // Batch size 4 |
| TensorShape{ 32U, 37U, 3U, 4U }, |
| // Arbitrary batch size |
| TensorShape{ 32U, 37U, 3U, 8U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small grouped im2col tensor shapes. */ |
| class GroupedIm2ColSmallShapes final : public ShapeDataset |
| { |
| public: |
| GroupedIm2ColSmallShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 11U, 11U, 48U }, |
| TensorShape{ 27U, 13U, 24U }, |
| TensorShape{ 128U, 64U, 12U, 3U }, |
| TensorShape{ 11U, 11U, 48U, 4U }, |
| TensorShape{ 27U, 13U, 24U, 4U }, |
| TensorShape{ 11U, 11U, 48U, 5U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large grouped im2col tensor shapes. */ |
| class GroupedIm2ColLargeShapes final : public ShapeDataset |
| { |
| public: |
| GroupedIm2ColLargeShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 153U, 231U, 12U }, |
| TensorShape{ 123U, 191U, 12U, 2U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small grouped weights tensor shapes. */ |
| class GroupedWeightsSmallShapes final : public ShapeDataset |
| { |
| public: |
| GroupedWeightsSmallShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 3U, 3U, 48U, 120U }, |
| TensorShape{ 1U, 3U, 24U, 240U }, |
| TensorShape{ 3U, 1U, 12U, 480U }, |
| TensorShape{ 5U, 5U, 48U, 120U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large grouped weights tensor shapes. */ |
| class GroupedWeightsLargeShapes final : public ShapeDataset |
| { |
| public: |
| GroupedWeightsLargeShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 9U, 9U, 96U, 240U }, |
| TensorShape{ 13U, 13U, 96U, 240U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing 2D tensor shapes for DepthConcatenateLayer. */ |
| class DepthConcatenateLayerShapes final : public ShapeDataset |
| { |
| public: |
| DepthConcatenateLayerShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 322U, 243U }, |
| TensorShape{ 463U, 879U }, |
| TensorShape{ 416U, 651U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing tensor shapes for ConcatenateLayer. */ |
| class ConcatenateLayerShapes final : public ShapeDataset |
| { |
| public: |
| ConcatenateLayerShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 232U, 65U, 3U }, |
| TensorShape{ 432U, 65U, 3U }, |
| TensorShape{ 124U, 65U, 3U }, |
| TensorShape{ 124U, 65U, 3U, 4U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing global pooling tensor shapes. */ |
| class GlobalPoolingShapes final : public ShapeDataset |
| { |
| public: |
| GlobalPoolingShapes() |
| : ShapeDataset("Shape", |
| { |
| // Batch size 1 |
| TensorShape{ 9U, 9U }, |
| TensorShape{ 13U, 13U, 2U }, |
| TensorShape{ 27U, 27U, 1U, 3U }, |
| // Batch size 4 |
| TensorShape{ 31U, 31U, 3U, 4U }, |
| TensorShape{ 34U, 34U, 2U, 4U } |
| }) |
| { |
| } |
| }; |
| /** Data set containing tiny softmax layer shapes. */ |
| class SoftmaxLayerTinyShapes final : public ShapeDataset |
| { |
| public: |
| SoftmaxLayerTinyShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 9U, 9U }, |
| TensorShape{ 128U, 10U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small softmax layer shapes. */ |
| class SoftmaxLayerSmallShapes final : public ShapeDataset |
| { |
| public: |
| SoftmaxLayerSmallShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1U, 9U }, |
| TensorShape{ 256U, 10U }, |
| TensorShape{ 353U, 8U }, |
| TensorShape{ 781U, 5U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large softmax layer shapes. */ |
| class SoftmaxLayerLargeShapes final : public ShapeDataset |
| { |
| public: |
| SoftmaxLayerLargeShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1000U, 10U } |
| |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large and small softmax layer 4D shapes. */ |
| class SoftmaxLayer4DShapes final : public ShapeDataset |
| { |
| public: |
| SoftmaxLayer4DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 9U, 9U, 9U, 9U }, |
| TensorShape{ 31U, 10U, 1U, 9U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing 2D tensor shapes relative to an image size. */ |
| class SmallImageShapes final : public ShapeDataset |
| { |
| public: |
| SmallImageShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 640U, 480U }, |
| TensorShape{ 800U, 600U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing 2D tensor shapes relative to an image size. */ |
| class LargeImageShapes final : public ShapeDataset |
| { |
| public: |
| LargeImageShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1920U, 1080U }, |
| TensorShape{ 2560U, 1536U }, |
| TensorShape{ 3584U, 2048U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small YOLO tensor shapes. */ |
| class SmallYOLOShapes final : public ShapeDataset |
| { |
| public: |
| SmallYOLOShapes() |
| : ShapeDataset("Shape", |
| { |
| // Batch size 1 |
| TensorShape{ 11U, 11U, 270U }, |
| TensorShape{ 27U, 13U, 90U }, |
| TensorShape{ 13U, 12U, 45U, 2U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large YOLO tensor shapes. */ |
| class LargeYOLOShapes final : public ShapeDataset |
| { |
| public: |
| LargeYOLOShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 24U, 23U, 270U }, |
| TensorShape{ 51U, 63U, 90U, 2U }, |
| TensorShape{ 76U, 91U, 45U, 3U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small tensor shapes to be used with the GEMM reshaping kernel */ |
| class SmallGEMMReshape2DShapes final : public ShapeDataset |
| { |
| public: |
| SmallGEMMReshape2DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 63U, 72U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small tensor shapes to be used with the GEMM reshaping kernel when the input has to be reinterpreted as 3D */ |
| class SmallGEMMReshape3DShapes final : public ShapeDataset |
| { |
| public: |
| SmallGEMMReshape3DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 63U, 9U, 8U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large tensor shapes to be used with the GEMM reshaping kernel */ |
| class LargeGEMMReshape2DShapes final : public ShapeDataset |
| { |
| public: |
| LargeGEMMReshape2DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 16U, 27U }, |
| TensorShape{ 345U, 171U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large tensor shapes to be used with the GEMM reshaping kernel when the input has to be reinterpreted as 3D */ |
| class LargeGEMMReshape3DShapes final : public ShapeDataset |
| { |
| public: |
| LargeGEMMReshape3DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 16U, 3U, 9U }, |
| TensorShape{ 345U, 34U, 18U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 2D tensor shapes. */ |
| class Small2DNonMaxSuppressionShapes final : public ShapeDataset |
| { |
| public: |
| Small2DNonMaxSuppressionShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 4U, 7U }, |
| TensorShape{ 4U, 13U }, |
| TensorShape{ 4U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 2D tensor shapes. */ |
| class Large2DNonMaxSuppressionShapes final : public ShapeDataset |
| { |
| public: |
| Large2DNonMaxSuppressionShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 4U, 113U } |
| }) |
| { |
| } |
| }; |
| |
| } // namespace datasets |
| } // namespace test |
| } // namespace arm_compute |
| #endif /* ARM_COMPUTE_TEST_SHAPE_DATASETS_H */ |
