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Diffstat (limited to 'tests/validation_old/NEON/ROIPoolingLayer.cpp')
-rw-r--r-- | tests/validation_old/NEON/ROIPoolingLayer.cpp | 110 |
1 files changed, 110 insertions, 0 deletions
diff --git a/tests/validation_old/NEON/ROIPoolingLayer.cpp b/tests/validation_old/NEON/ROIPoolingLayer.cpp new file mode 100644 index 0000000000..2046beb196 --- /dev/null +++ b/tests/validation_old/NEON/ROIPoolingLayer.cpp @@ -0,0 +1,110 @@ +/* + * 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/Accessor.h" +#include "NEON/ArrayAccessor.h" +#include "TypePrinter.h" +#include "arm_compute/runtime/NEON/functions/NEROIPoolingLayer.h" +#include "tests/Globals.h" +#include "tests/Utils.h" +#include "tests/validation_old/Datasets.h" +#include "tests/validation_old/Reference.h" +#include "tests/validation_old/Validation.h" +#include "tests/validation_old/ValidationUserConfiguration.h" + +#include <random> +#include <vector> + +using namespace arm_compute; +using namespace arm_compute::test; +using namespace arm_compute::test::validation; + +namespace +{ +Tensor compute_roi_pooling_layer(const TensorShape &shape, DataType dt, const std::vector<ROI> &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<Tensor>(shape, dt); + Tensor dst = create_tensor<Tensor>(shape_dst, dt); + + // Create ROI array + Array<ROI> rois_array(rois.size()); + fill_array(ArrayAccessor<ROI>(rois_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(Accessor(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<ROI> 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(Accessor(dst), ref_dst); +} +BOOST_AUTO_TEST_SUITE_END() + +BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE_END() +#endif /* DOXYGEN_SKIP_THIS */ |