From 7b7858df42fccefbe6eb086ad516d5c011becd07 Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Wed, 21 Jun 2017 16:44:24 +0100 Subject: COMPMID-359: Implement NEON ROIPoolingLayer Change-Id: Ibffa738d4016d7221968bd43a4e6e1dab85baee8 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78623 Reviewed-by: Moritz Pflanzer Reviewed-by: Gian Marco Iodice Tested-by: Kaizen --- tests/validation/NEON/ROIPoolingLayer.cpp | 106 ++++++++++++++++++++++++++++++ 1 file changed, 106 insertions(+) create mode 100644 tests/validation/NEON/ROIPoolingLayer.cpp (limited to 'tests/validation/NEON/ROIPoolingLayer.cpp') diff --git a/tests/validation/NEON/ROIPoolingLayer.cpp b/tests/validation/NEON/ROIPoolingLayer.cpp new file mode 100644 index 0000000000..20aaefd3de --- /dev/null +++ b/tests/validation/NEON/ROIPoolingLayer.cpp @@ -0,0 +1,106 @@ +/* + * 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 CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "NEON/Helper.h" +#include "NEON/NEAccessor.h" +#include "TypePrinter.h" +#include "arm_compute/runtime/NEON/functions/NEROIPoolingLayer.h" +#include "validation/Datasets.h" +#include "validation/Helpers.h" +#include "validation/Reference.h" +#include "validation/Validation.h" +#include "validation/ValidationUserConfiguration.h" + +#include + +using namespace arm_compute; +using namespace arm_compute::test; +using namespace arm_compute::test::neon; +using namespace arm_compute::test::validation; + +namespace +{ +Tensor compute_roi_pooling_layer(const TensorShape &shape, DataType dt, const std::vector &rois, ROIPoolingLayerInfo pool_info) +{ + TensorShape shape_dst; + shape_dst.set(0, pool_info.pooled_width()); + shape_dst.set(1, pool_info.pooled_height()); + shape_dst.set(2, shape.z()); + shape_dst.set(3, rois.size()); + + // Create tensors + Tensor src = create_tensor(shape, dt); + Tensor dst = create_tensor(shape_dst, dt); + Array rois_array = create_array(rois); + + // Create and configure function + NEROIPoolingLayer roi_pool; + roi_pool.configure(&src, &rois_array, &dst, pool_info); + + // Allocate tensors + src.allocator()->allocate(); + dst.allocator()->allocate(); + + BOOST_TEST(!src.info()->is_resizable()); + BOOST_TEST(!dst.info()->is_resizable()); + + // Fill tensors + std::uniform_real_distribution<> distribution(-1, 1); + library->fill(NEAccessor(src), distribution, 0); + + // Compute function + roi_pool.run(); + + return dst; +} +} // namespace + +#ifndef DOXYGEN_SKIP_THIS +BOOST_AUTO_TEST_SUITE(NEON) +BOOST_AUTO_TEST_SUITE(ROIPoolingLayer) + +BOOST_AUTO_TEST_SUITE(Float) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, CNNFloatDataTypes() * boost::unit_test::data::make({ 10, 20, 40 }) * boost::unit_test::data::make({ 7, 9 }) * boost::unit_test::data::make({ 1.f / 8.f, 1.f / 16.f }), + dt, num_rois, roi_pool_size, roi_scale) +{ + TensorShape shape(50U, 47U, 2U, 3U); + ROIPoolingLayerInfo pool_info(roi_pool_size, roi_pool_size, roi_scale); + + // Construct ROI vector + std::vector rois = generate_random_rois(shape, pool_info, num_rois, user_config.seed); + + // Compute function + Tensor dst = compute_roi_pooling_layer(shape, dt, rois, pool_info); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_roi_pooling_layer(shape, dt, rois, pool_info); + + // Validate output + validate(NEAccessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE_END() +#endif -- cgit v1.2.1