/* * Copyright (c) 2017 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 namespace arm_compute { namespace test { namespace datasets { /** Parent type for all for shape datasets. */ using ShapeDataset = framework::dataset::ContainerDataset>; /** 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{ 1920U, 1080U }, TensorShape{ 640U, 480U, 2U, 3U }, TensorShape{ 4160U, 3120U }, // Batch size 4 TensorShape{ 800U, 600U, 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{ 2U, 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 }, // Arbitrary batch size TensorShape{ 32U, 37U, 3U, 8U } }) { } }; /** Data set containing 2D tensor shapes for DepthConcatenate. */ class DepthConcatenateShapes final : public ShapeDataset { public: DepthConcatenateShapes() : 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 }, }) { } }; } // namespace datasets } // namespace test } // namespace arm_compute #endif /* __ARM_COMPUTE_TEST_SHAPE_DATASETS_H__ */