From 8918b23073851417e8be6e5e53c6380dbdedf201 Mon Sep 17 00:00:00 2001 From: Gunes Bayir Date: Fri, 17 Mar 2023 13:52:21 +0000 Subject: Implement OpenCL MatMul for Lhs T Rhs T/NT FP32/16 - Implement opencl kernel for LHS transposed and RHS non-transposed - Implement opencl kernel for LHS transposed and RHS transposed - Add validation tests Resolves: COMPMID-5953, COMPMID-5955 Change-Id: I55589acbffe86c44e29807574975978a1ec09bad Signed-off-by: Gunes Bayir Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9345 Tested-by: Arm Jenkins Reviewed-by: Gian Marco Iodice Comments-Addressed: Arm Jenkins --- tests/datasets/LargeMatMulDataset.h | 60 +++++++++++++++++++++++++++++++++++++ 1 file changed, 60 insertions(+) create mode 100644 tests/datasets/LargeMatMulDataset.h (limited to 'tests/datasets/LargeMatMulDataset.h') diff --git a/tests/datasets/LargeMatMulDataset.h b/tests/datasets/LargeMatMulDataset.h new file mode 100644 index 0000000000..cbc97d5e4a --- /dev/null +++ b/tests/datasets/LargeMatMulDataset.h @@ -0,0 +1,60 @@ +/* + * 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_LARGEMATMULDATASET +#define ACL_TESTS_DATASETS_LARGEMATMULDATASET + +#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 LargeMatMulDataset final : public MatMulDataset +{ +public: + LargeMatMulDataset() + { + add_config(TensorShape(21U, 13U, 3U, 2U), TensorShape(33U, 21U, 3U, 2U), TensorShape(33U, 13U, 3U, 2U)); + add_config(TensorShape(38U, 12U, 1U, 5U), TensorShape(21U, 38U, 1U, 5U), TensorShape(21U, 12U, 1U, 5U)); + add_config(TensorShape(45U, 38U, 3U, 2U), TensorShape(21U, 45U, 3U, 2U), TensorShape(21U, 38U, 3U, 2U)); + } +}; + +class HighDimensionalMatMulDataset final : public MatMulDataset +{ +public: + HighDimensionalMatMulDataset() + { + add_config(TensorShape(5U, 5U, 2U, 2U, 2U, 2U), TensorShape(5U, 5U, 2U, 2U, 2U, 2U), TensorShape(5U, 5U, 2U, 2U, 2U, 2U)); // 6D tensor + } +}; + +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ACL_TESTS_DATASETS_LARGEMATMULDATASET */ -- cgit v1.2.1