1 /* 2 * Copyright (c) 2017 Arm Limited. 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_ALEXNET_CONVOLUTION_LAYER_DATASET 25 #define ARM_COMPUTE_TEST_ALEXNET_CONVOLUTION_LAYER_DATASET 26 27 #include "tests/datasets/ConvolutionLayerDataset.h" 28 29 #include "utils/TypePrinter.h" 30 31 #include "arm_compute/core/TensorShape.h" 32 #include "arm_compute/core/Types.h" 33 34 namespace arm_compute 35 { 36 namespace test 37 { 38 namespace datasets 39 { 40 class AlexNetWinogradLayerDataset final : public ConvolutionLayerDataset 41 { 42 public: AlexNetWinogradLayerDataset()43 AlexNetWinogradLayerDataset() 44 { 45 add_config(TensorShape(13U, 13U, 256U), TensorShape(3U, 3U, 256U, 384U), TensorShape(384U), TensorShape(13U, 13U, 384U), PadStrideInfo(1, 1, 1, 1)); 46 add_config(TensorShape(13U, 13U, 192U), TensorShape(3U, 3U, 192U, 192U), TensorShape(192U), TensorShape(13U, 13U, 192U), PadStrideInfo(1, 1, 1, 1)); 47 add_config(TensorShape(13U, 13U, 192U), TensorShape(3U, 3U, 192U, 128U), TensorShape(128U), TensorShape(13U, 13U, 128U), PadStrideInfo(1, 1, 1, 1)); 48 } 49 }; 50 51 class AlexNetConvolutionLayerDataset final : public ConvolutionLayerDataset 52 { 53 public: AlexNetConvolutionLayerDataset()54 AlexNetConvolutionLayerDataset() 55 { 56 add_config(TensorShape(227U, 227U, 3U), TensorShape(11U, 11U, 3U, 96U), TensorShape(96U), TensorShape(55U, 55U, 96U), PadStrideInfo(4, 4, 0, 0)); 57 add_config(TensorShape(27U, 27U, 48U), TensorShape(5U, 5U, 48U, 128U), TensorShape(128U), TensorShape(27U, 27U, 128U), PadStrideInfo(1, 1, 2, 2)); 58 add_config(TensorShape(13U, 13U, 256U), TensorShape(3U, 3U, 256U, 384U), TensorShape(384U), TensorShape(13U, 13U, 384U), PadStrideInfo(1, 1, 1, 1)); 59 add_config(TensorShape(13U, 13U, 192U), TensorShape(3U, 3U, 192U, 192U), TensorShape(192U), TensorShape(13U, 13U, 192U), PadStrideInfo(1, 1, 1, 1)); 60 add_config(TensorShape(13U, 13U, 192U), TensorShape(3U, 3U, 192U, 128U), TensorShape(128U), TensorShape(13U, 13U, 128U), PadStrideInfo(1, 1, 1, 1)); 61 } 62 }; 63 64 class AlexNetDirectConvolutionLayerDataset final : public ConvolutionLayerDataset 65 { 66 public: AlexNetDirectConvolutionLayerDataset()67 AlexNetDirectConvolutionLayerDataset() 68 { 69 add_config(TensorShape(27U, 27U, 48U), TensorShape(5U, 5U, 48U, 128U), TensorShape(128U), TensorShape(27U, 27U, 128U), PadStrideInfo(1, 1, 2, 2)); 70 add_config(TensorShape(13U, 13U, 256U), TensorShape(3U, 3U, 256U, 384U), TensorShape(384U), TensorShape(13U, 13U, 384U), PadStrideInfo(1, 1, 1, 1)); 71 add_config(TensorShape(13U, 13U, 192U), TensorShape(3U, 3U, 192U, 192U), TensorShape(192U), TensorShape(13U, 13U, 192U), PadStrideInfo(1, 1, 1, 1)); 72 add_config(TensorShape(13U, 13U, 192U), TensorShape(3U, 3U, 192U, 128U), TensorShape(128U), TensorShape(13U, 13U, 128U), PadStrideInfo(1, 1, 1, 1)); 73 } 74 }; 75 } // namespace datasets 76 } // namespace test 77 } // namespace arm_compute 78 #endif /* ARM_COMPUTE_TEST_ALEXNET_CONVOLUTION_LAYER_DATASET */ 79