From 093adbca7e9da41227412ad3c92b38fb6ab12347 Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Wed, 10 Jan 2018 15:50:03 +0000 Subject: COMPMID-753 Add benchmarks for GEMM/GEMMLowp used in AlexNet Change-Id: Ie680065fe98c2fcdefad1fd5240f0a951df6e4cf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115779 Reviewed-by: Pablo Tello Tested-by: Jenkins --- tests/datasets/AlexNetGEMMDataset.h | 55 +++++++++++++++++++++++++++++++++++++ 1 file changed, 55 insertions(+) create mode 100644 tests/datasets/AlexNetGEMMDataset.h (limited to 'tests/datasets/AlexNetGEMMDataset.h') diff --git a/tests/datasets/AlexNetGEMMDataset.h b/tests/datasets/AlexNetGEMMDataset.h new file mode 100644 index 0000000000..ac47fb6a28 --- /dev/null +++ b/tests/datasets/AlexNetGEMMDataset.h @@ -0,0 +1,55 @@ +/* + * Copyright (c) 2017, 2018 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 ARM_COMPUTE_TEST_ALEXNET_GEMM_DATASET +#define ARM_COMPUTE_TEST_ALEXNET_GEMM_DATASET + +#include "tests/datasets/GEMMDataset.h" + +#include "arm_compute/core/TensorShape.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class AlexNetGEMMDataset final : public GEMMDataset +{ +public: + AlexNetGEMMDataset() + { + add_config(TensorShape{ 364U, 3025U }, TensorShape{ 96U, 364U }, TensorShape{ 96U, 3025U }, TensorShape{ 96U, 3025U }, 1.f, 0.f); + add_config(TensorShape{ 1201U, 729U }, TensorShape{ 128U, 1201U }, TensorShape{ 128U, 729U }, TensorShape{ 128U, 729U }, 1.f, 0.f); + add_config(TensorShape{ 2305U, 169U }, TensorShape{ 384U, 2305U }, TensorShape{ 384U, 169U }, TensorShape{ 384U, 169U }, 1.f, 0.f); + add_config(TensorShape{ 1729U, 169U }, TensorShape{ 192U, 1729U }, TensorShape{ 192U, 169U }, TensorShape{ 192U, 169U }, 1.f, 0.f); + add_config(TensorShape{ 1729U, 169U }, TensorShape{ 128U, 1729U }, TensorShape{ 128U, 169U }, TensorShape{ 128U, 169U }, 1.f, 0.f); + add_config(TensorShape{ 9216U, 1U }, TensorShape{ 4096U, 9216U }, TensorShape{ 4096U, 1U }, TensorShape{ 4096U, 1U }, 1.f, 0.f); + add_config(TensorShape{ 4096U, 1U }, TensorShape{ 4096U, 4096U }, TensorShape{ 4096U, 1U }, TensorShape{ 4096U, 1U }, 1.f, 0.f); + add_config(TensorShape{ 4096U, 1U }, TensorShape{ 1000U, 4096U }, TensorShape{ 1000U, 1U }, TensorShape{ 1000U, 1U }, 1.f, 0.f); + } +}; +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_ALEXNET_GEMM_DATASET */ -- cgit v1.2.1