1 /* 2 * Copyright (c) 2017-2021 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_SMALL_GEMMLOWP_DATASET 25 #define ARM_COMPUTE_TEST_SMALL_GEMMLOWP_DATASET 26 27 #include "tests/datasets/GEMMLowpDataset.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 SmallGEMMLowpDataset final : public GEMMLowpDataset 41 { 42 public: SmallGEMMLowpDataset()43 SmallGEMMLowpDataset() 44 { 45 add_config(TensorShape(21U, 1U), TensorShape(1U, 21U), TensorShape(1U, 1U), 0, 0); 46 add_config(TensorShape(21U, 13U), TensorShape(33U, 21U), TensorShape(33U, 13U), 0, 0); 47 add_config(TensorShape(31U, 3U), TensorShape(72U, 31U), TensorShape(72U, 3U), -2, 13); 48 add_config(TensorShape(52U, 13U), TensorShape(33U, 52U), TensorShape(33U, 13U), 0, 4); 49 add_config(TensorShape(52U, 26U), TensorShape(33U, 52U), TensorShape(33U, 26U), -2, 0); 50 add_config(TensorShape(31U, 27U), TensorShape(23U, 31U), TensorShape(23U, 27U), 5, 13); 51 add_config(TensorShape(38U, 43U), TensorShape(21U, 38U), TensorShape(21U, 43U), -3, -2); 52 add_config(TensorShape(32U, 72U), TensorShape(17U, 32U), TensorShape(17U, 72U), -9, 1); 53 } 54 }; 55 class SmallGEMMLowpOutput3DDataset final : public GEMMLowpDataset 56 { 57 public: SmallGEMMLowpOutput3DDataset()58 SmallGEMMLowpOutput3DDataset() 59 { 60 add_config(TensorShape(21U, 14U), TensorShape(34U, 21U), TensorShape(34U, 7U, 2U), 0, 0); 61 add_config(TensorShape(31U, 1U), TensorShape(3U, 31U), TensorShape(3U, 1U, 1U), -2, 13); 62 add_config(TensorShape(38U, 12U), TensorShape(1U, 38U), TensorShape(1U, 4U, 3U), 0, 4); 63 add_config(TensorShape(16U, 16U), TensorShape(11U, 16U), TensorShape(11U, 8U, 2U), 2, -1); 64 add_config(TensorShape(16U, 16U, 5U), TensorShape(13U, 16U, 5U), TensorShape(13U, 8U, 2U, 5U), -3, 2); 65 } 66 }; 67 class SmallGEMMLowpInputOutput3DDataset final : public GEMMLowpDataset 68 { 69 public: SmallGEMMLowpInputOutput3DDataset()70 SmallGEMMLowpInputOutput3DDataset() 71 { 72 add_config(TensorShape(21U, 14U, 13U), TensorShape(34U, 21U), TensorShape(34U, 14U, 13U), 0, 0); 73 add_config(TensorShape(31U, 1U, 3U), TensorShape(1U, 31U), TensorShape(1U, 1U, 3U), 0, 0); 74 add_config(TensorShape(38U, 12U, 2U), TensorShape(21U, 38U), TensorShape(21U, 12U, 2U), -2, 13); 75 add_config(TensorShape(16U, 16U, 3U, 2U), TensorShape(15U, 16U), TensorShape(15U, 16U, 3U, 2U), -2, 0); 76 add_config(TensorShape(16U, 16U, 5U, 3U), TensorShape(8U, 16U), TensorShape(8U, 16U, 5U, 3U), -9, 1); 77 } 78 }; 79 80 class SmallGEMMLowpBatchedMatMulDataset final : public GEMMLowpDataset 81 { 82 public: SmallGEMMLowpBatchedMatMulDataset()83 SmallGEMMLowpBatchedMatMulDataset() 84 { 85 add_config(TensorShape(4U, 3U), TensorShape(2U, 4U), TensorShape(2U, 3U), 0, 0); 86 add_config(TensorShape(12U, 15U), TensorShape(7U, 12U), TensorShape(7U, 15U), 0, 0); 87 add_config(TensorShape(59U, 17U), TensorShape(36U, 59U), TensorShape(36U, 17U), -2, 13); 88 add_config(TensorShape(2U, 4U, 3U), TensorShape(5U, 2U, 3U), TensorShape(5U, 4U, 3U), -2, 0); 89 add_config(TensorShape(15U, 7U, 36U), TensorShape(29U, 15U, 36U), TensorShape(29U, 7U, 36U), -9, 1); 90 add_config(TensorShape(56U, 17U, 32U), TensorShape(5U, 56U, 32U), TensorShape(5U, 17U, 32U), -3, 2); 91 add_config(TensorShape(13U, 256U, 32U), TensorShape(19U, 13U, 32U), TensorShape(19U, 256U, 32U), 5, 13); 92 } 93 }; 94 95 } // namespace datasets 96 } // namespace test 97 } // namespace arm_compute 98 #endif /* ARM_COMPUTE_TEST_SMALL_GEMMLOWP_DATASET */ 99