| /* |
| * 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 |
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| * 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_MATMULLOWPMMULDATASET_H |
| #define ACL_TESTS_DATASETS_MATMULLOWPMMULDATASET_H |
| |
| #include "arm_compute/core/TensorShape.h" |
| #include "arm_compute/core/Types.h" |
| #include "tests/datasets/MatMulDataset.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace datasets |
| { |
| /** MatMulLowp MMUL shapes are similar to MatMul MMUL shapes except that K has to be a |
| * multiple of MMUL_K0 which is 16 (e.g. see src/gpu/cl/kernels/ClMatMulLowpNativeMMULKernel.cpp for the definition) |
| */ |
| class SmallMatMulLowpMMULDataset final : public MatMulDataset |
| { |
| public: |
| SmallMatMulLowpMMULDataset() |
| { |
| add_config(TensorShape(16U, 4U), TensorShape(4U, 16U), TensorShape(4U, 4U)); // same as mmul block |
| add_config(TensorShape(96U, 1U), TensorShape(1U, 96U), TensorShape(1U, 1U)); // vector x vector |
| add_config(TensorShape(32U, 4U, 2U), TensorShape(16U, 32U, 2U), TensorShape(16U, 4U, 2U)); |
| add_config(TensorShape(48U, 2U), TensorShape(17U, 48U), TensorShape(17U, 2U)); |
| add_config(TensorShape(32U, 6U), TensorShape(7U, 32U), TensorShape(7U, 6U)); |
| } |
| }; |
| |
| // This dataset is for smaller number of tests that will still use small shapes |
| // e.g. not repeating everything for QASYMM8 while we're already testing for QASYMM8_SIGNED |
| class SmallMatMulLowpMMULDatasetSubset final : public MatMulDataset |
| { |
| public: |
| SmallMatMulLowpMMULDatasetSubset() |
| { |
| add_config(TensorShape(32U, 4U, 2U), TensorShape(16U, 32U, 2U), TensorShape(16U, 4U, 2U)); |
| add_config(TensorShape(32U, 6U), TensorShape(7U, 32U), TensorShape(7U, 6U)); |
| } |
| }; |
| |
| class SmallMatMulLowpMMULWithBiasDataset final : public MatMulDataset |
| { |
| public: |
| SmallMatMulLowpMMULWithBiasDataset() |
| { |
| add_config(TensorShape(32U, 4U, 2U, 2U), TensorShape(16U, 32U, 2U, 2U), TensorShape(16U, 4U, 2U, 2U)); |
| } |
| }; |
| |
| class LargeMatMulLowpMMULDataset final : public MatMulDataset |
| { |
| public: |
| LargeMatMulLowpMMULDataset() |
| { |
| add_config(TensorShape(192U, 38U, 3U, 2U), TensorShape(21U, 192U, 3U, 2U), TensorShape(21U, 38U, 3U, 2U)); |
| } |
| }; |
| |
| class HighDimensionalMatMulLowpMMULDataset final : public MatMulDataset |
| { |
| public: |
| HighDimensionalMatMulLowpMMULDataset() |
| { |
| add_config(TensorShape(16U, 5U, 2U, 2U, 2U, 2U), TensorShape(5U, 16U, 2U, 2U, 2U, 2U), TensorShape(5U, 5U, 2U, 2U, 2U, 2U)); // 6D tensor |
| } |
| }; |
| |
| } // namespace datasets |
| } // namespace test |
| } // namespace arm_compute |
| |
| #endif // ACL_TESTS_DATASETS_MATMULLOWPMMULDATASET_H |