| /* |
| * Copyright (c) 2023 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 ACL_TESTS_DATASETS_SMALLMATMULDATASET |
| #define ACL_TESTS_DATASETS_SMALLMATMULDATASET |
| |
| #include "arm_compute/core/TensorShape.h" |
| #include "arm_compute/core/Types.h" |
| #include "tests/datasets/MatMulDataset.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace datasets |
| { |
| class SmallMatMulDataset final : public MatMulDataset |
| { |
| public: |
| SmallMatMulDataset() |
| { |
| add_config(TensorShape(3U, 4U, 2U, 2U), TensorShape(2U, 3U, 2U, 2U), TensorShape(2U, 4U, 2U, 2U)); |
| add_config(TensorShape(9U, 6U), TensorShape(5U, 9U), TensorShape(5U, 6U)); |
| add_config(TensorShape(31U, 1U), TensorShape(23U, 31U), TensorShape(23U, 1U)); |
| add_config(TensorShape(8U, 4U, 2U), TensorShape(16U, 8U, 2U), TensorShape(16U, 4U, 2U)); |
| add_config(TensorShape(32U, 2U), TensorShape(17U, 32U), TensorShape(17U, 2U)); |
| } |
| }; |
| |
| class SmallerMatMulDataset final : public MatMulDataset |
| { |
| public: |
| SmallerMatMulDataset() |
| { |
| add_config(TensorShape(9U, 6U), TensorShape(5U, 9U), TensorShape(5U, 6U)); |
| add_config(TensorShape(8U, 4U, 2U), TensorShape(16U, 8U, 2U), TensorShape(16U, 4U, 2U)); |
| add_config(TensorShape(32U, 2U), TensorShape(17U, 32U), TensorShape(17U, 2U)); |
| } |
| }; |
| |
| class TinyMatMulDataset final : public MatMulDataset |
| { |
| public: |
| TinyMatMulDataset() |
| { |
| add_config(TensorShape(1U), TensorShape(1U), TensorShape(1U)); |
| add_config(TensorShape(2U, 2U), TensorShape(2U, 2U), TensorShape(2U, 2U)); |
| } |
| }; |
| |
| class SmallMatMulDatasetRhsExportToCLImageRhsT final : public MatMulDataset |
| { |
| public: |
| // Some considerations: |
| // 1) K dimension should be a multiple of 4 |
| // See (2), (3), and (4) in SmallMatMulDatasetRhsExportToCLImageRhsNT |
| SmallMatMulDatasetRhsExportToCLImageRhsT() |
| { |
| add_config(TensorShape(8U /*K*/, 3U /*M*/, 2U, 1U, 2U), TensorShape(20U /*N*/, 8U /*K*/, 2U, 1U, 2U), TensorShape(20U /*N*/, 3U /*M*/, 2U, 1U, 2U)); |
| } |
| }; |
| |
| class SmallMatMulDatasetRhsExportToCLImageRhsNT final : public MatMulDataset |
| { |
| public: |
| // Some considerations: |
| // (1) N (Dimension 0 of Rhs matrix) dimension should be a multiple of 4 |
| // (2) Having N=20 enables us to test all possible N0 values, i.e. 4, 8, 16 |
| // (3) It's important to have more than one loop iterations in the K dimension |
| // K has been chosen in accordance with K0 |
| // (4) The 5-th dimension has been chosen as non-unit because export_to_cl_iamge checks |
| // were using dim1 * dim2 * dim3 to calculate the CLImage height; however, in our case |
| // the tensor can be > 4D. To stress that case, the fifth dimension is chosen to be non-unit as well |
| SmallMatMulDatasetRhsExportToCLImageRhsNT() |
| { |
| add_config(TensorShape(7U, 3U, 2U, 1U, 2U), TensorShape(20U, 7U, 2U, 1U, 2U), TensorShape(20U, 3U, 2U, 1U, 2U)); |
| } |
| }; |
| } // namespace datasets |
| } // namespace test |
| } // namespace arm_compute |
| #endif /* ACL_TESTS_DATASETS_SMALLMATMULDATASET */ |