From 53d8c5c0185b2ee177857d4a008e4e3de218472c Mon Sep 17 00:00:00 2001 From: Michalis Spyrou Date: Thu, 23 Nov 2017 17:11:35 +0000 Subject: COMPMID-464 Implement Depthwise separable convolution on NEON Change-Id: Icdaf7c2666a7fbb9b3c32ba2d70b667a59a6eeb9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110468 Reviewed-by: Pablo Tello Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com --- .../NEON/DepthwiseSeparableConvolutionLayer.cpp | 66 ++++++++++++++++++++++ 1 file changed, 66 insertions(+) create mode 100644 tests/validation/NEON/DepthwiseSeparableConvolutionLayer.cpp (limited to 'tests/validation/NEON') diff --git a/tests/validation/NEON/DepthwiseSeparableConvolutionLayer.cpp b/tests/validation/NEON/DepthwiseSeparableConvolutionLayer.cpp new file mode 100644 index 0000000000..c3e6705775 --- /dev/null +++ b/tests/validation/NEON/DepthwiseSeparableConvolutionLayer.cpp @@ -0,0 +1,66 @@ +/* + * Copyright (c) 2017 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 CONCLCTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/MobileNetDepthwiseSeparableConvolutionLayerDataset.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/DepthwiseSeparableConvolutionLayerFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +RelativeTolerance tolerance_f32(0.1f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ +const float tolerance_num = 0.001f; +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(DepthwiseSeparableConvolutionLayer) + +// Configuration test to do + +template +using NEDepthwiseSeparableConvolutionLayerFixture = DepthwiseSeparableConvolutionValidationFixture; + +FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthwiseSeparableConvolutionLayerFixture, framework::DatasetMode::PRECOMMIT, datasets::MobileNetDepthwiseSeparableConvolutionLayerDataset()) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_f32, tolerance_num); +} +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1