| /* |
| * Copyright (c) 2017-2018 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 small 1D tensor shapes. */ |
| class Small1DShapes final : public ShapeDataset |
| { |
| public: |
| Small1DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 256U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 2D tensor shapes. */ |
| class Small2DShapes final : public ShapeDataset |
| { |
| public: |
| Small2DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 7U }, |
| TensorShape{ 27U, 13U }, |
| TensorShape{ 128U, 64U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 3D tensor shapes. */ |
| class Small3DShapes final : public ShapeDataset |
| { |
| public: |
| Small3DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 7U, 5U }, |
| TensorShape{ 27U, 13U, 37U }, |
| TensorShape{ 128U, 64U, 21U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small 4D tensor shapes. */ |
| class Small4DShapes final : public ShapeDataset |
| { |
| public: |
| Small4DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 7U, 7U, 5U, 3U }, |
| TensorShape{ 27U, 13U, 37U, 2U }, |
| TensorShape{ 128U, 64U, 21U, 3U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small tensor shapes. */ |
| class SmallShapes final : public ShapeDataset |
| { |
| public: |
| SmallShapes() |
| : ShapeDataset("Shape", |
| { |
| // Batch size 1 |
| TensorShape{ 9U, 9U }, |
| TensorShape{ 27U, 13U, 2U }, |
| TensorShape{ 128U, 64U, 1U, 3U }, |
| // Batch size 4 |
| TensorShape{ 9U, 9U, 3U, 4U }, |
| TensorShape{ 27U, 13U, 2U, 4U }, |
| // Arbitrary batch size |
| TensorShape{ 9U, 9U, 3U, 5U } |
| }) |
| { |
| } |
| }; |
| |
| /** 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 }, |
| TensorShape{ 128U, 64U, 1U, 3U }, |
| // Batch size 4 |
| TensorShape{ 37U, 37U, 3U, 4U }, |
| TensorShape{ 27U, 33U, 2U, 4U }, |
| // 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 } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large tensor shapes. */ |
| class LargeShapes final : public ShapeDataset |
| { |
| public: |
| LargeShapes() |
| : ShapeDataset("Shape", |
| { |
| // Batch size 1 |
| TensorShape{ 1921U, 1083U }, |
| TensorShape{ 641U, 485U, 2U, 3U }, |
| TensorShape{ 4159U, 3117U }, |
| // Batch size 4 |
| TensorShape{ 799U, 595U, 1U, 4U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 1D tensor shapes. */ |
| class Large1DShapes final : public ShapeDataset |
| { |
| public: |
| Large1DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1921U }, |
| TensorShape{ 1245U }, |
| TensorShape{ 4160U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 2D tensor shapes. */ |
| class Large2DShapes final : public ShapeDataset |
| { |
| public: |
| Large2DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1920U, 1080U }, |
| TensorShape{ 1245U, 652U }, |
| TensorShape{ 4160U, 3120U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 3D tensor shapes. */ |
| class Large3DShapes final : public ShapeDataset |
| { |
| public: |
| Large3DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 320U, 240U, 3U }, |
| TensorShape{ 383U, 653U, 2U }, |
| TensorShape{ 721U, 123U, 13U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large 4D tensor shapes. */ |
| class Large4DShapes final : public ShapeDataset |
| { |
| public: |
| Large4DShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 320U, 123U, 3U, 3U }, |
| TensorShape{ 383U, 413U, 2U, 3U }, |
| TensorShape{ 517U, 123U, 13U, 2U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small tensor shapes for deconvolution. */ |
| class SmallDeconvolutionShapes final : public ShapeDataset |
| { |
| public: |
| SmallDeconvolutionShapes() |
| : ShapeDataset("InputShape", |
| { |
| TensorShape{ 4U, 3U, 3U, 2U }, |
| TensorShape{ 5U, 5U, 3U }, |
| TensorShape{ 11U, 13U, 4U, 3U } |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing small tensor shapes for direct convolution. */ |
| class SmallDirectConvolutionShapes final : public ShapeDataset |
| { |
| public: |
| SmallDirectConvolutionShapes() |
| : ShapeDataset("InputShape", |
| { |
| // Batch size 1 |
| TensorShape{ 35U, 35U, 3U }, |
| TensorShape{ 32U, 37U, 3U }, |
| // Batch size 4 |
| TensorShape{ 32U, 37U, 3U, 4U }, |
| // Batch size 8 |
| TensorShape{ 32U, 37U, 3U, 8U }, |
| TensorShape{ 33U, 35U, 8U, 8U } |
| }) |
| { |
| } |
| }; |
| |
| /** 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 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 small softmax layer shapes. */ |
| class SoftmaxLayerSmallShapes final : public ShapeDataset |
| { |
| public: |
| SoftmaxLayerSmallShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 9U, 9U }, |
| TensorShape{ 256U, 10U, 2U }, |
| TensorShape{ 353U, 8U, 2U, 2U }, |
| TensorShape{ 512U, 7U, 2U, 2U }, |
| TensorShape{ 633U, 10U, 1U, 2U }, |
| TensorShape{ 781U, 5U, 2U }, |
| }) |
| { |
| } |
| }; |
| |
| /** Data set containing large softmax layer shapes. */ |
| class SoftmaxLayerLargeShapes final : public ShapeDataset |
| { |
| public: |
| SoftmaxLayerLargeShapes() |
| : ShapeDataset("Shape", |
| { |
| TensorShape{ 1000U, 10U }, |
| TensorShape{ 3989U, 10U, 2U }, |
| TensorShape{ 4098U, 8U, 1U, 2U }, |
| TensorShape{ 7339U, 11U }, |
| }) |
| { |
| } |
| }; |
| |
| /** 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 }, |
| TensorShape{ 1200U, 800U } |
| }) |
| { |
| } |
| }; |
| |
| /** 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 } |
| }) |
| { |
| } |
| }; |
| } // namespace datasets |
| } // namespace test |
| } // namespace arm_compute |
| #endif /* __ARM_COMPUTE_TEST_SHAPE_DATASETS_H__ */ |