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authorGiorgio Arena <giorgio.arena@arm.com>2017-06-16 11:34:18 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 14:14:20 +0100
commit84e3120f6803f66cd272729b1f3542cfd3bc75a5 (patch)
treea41667b6d121f2a1a30e2bb067746bc453a7fb18 /tests/validation/CL/IntegralImage.cpp
parent423d88fb7e35333cd243fbe04a8558fd5ac1489f (diff)
downloadComputeLibrary-84e3120f6803f66cd272729b1f3542cfd3bc75a5.tar.gz
COMPMID-378 CLIntegralImage testing completed.
Change-Id: Ib39cb8037a7d9a4d808502af0aaf41c47abdd867 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/77833 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
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+/*
+ * 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 "CL/CLAccessor.h"
+#include "CL/Helper.h"
+#include "Globals.h"
+#include "PaddingCalculator.h"
+#include "TensorLibrary.h"
+#include "TypePrinter.h"
+#include "Utils.h"
+#include "validation/Datasets.h"
+#include "validation/Reference.h"
+#include "validation/Validation.h"
+
+#include "arm_compute/core/Helpers.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/CL/functions/CLIntegralImage.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+
+#include "boost_wrapper.h"
+
+#include <random>
+#include <string>
+
+using namespace arm_compute;
+using namespace arm_compute::test;
+using namespace arm_compute::test::cl;
+using namespace arm_compute::test::validation;
+
+namespace
+{
+/** Compute CL integral image function.
+ *
+ * @param[in] shape Shape of the input and output tensors.
+ *
+ * @return Computed output tensor.
+ */
+CLTensor compute_integral_image(const TensorShape &shape)
+{
+ // Create tensors
+ CLTensor src = create_tensor(shape, DataType::U8);
+ CLTensor dst = create_tensor(shape, DataType::U32);
+
+ // Create integral image configure function
+ CLIntegralImage integral_image;
+ integral_image.configure(&src, &dst);
+
+ // Allocate tensors
+ src.allocator()->allocate();
+ dst.allocator()->allocate();
+
+ BOOST_TEST(!src.info()->is_resizable());
+ BOOST_TEST(!dst.info()->is_resizable());
+
+ // Fill tensors
+ library->fill_tensor_uniform(CLAccessor(src), 0);
+
+ // Compute function
+ integral_image.run();
+
+ return dst;
+}
+} // namespace
+
+#ifndef DOXYGEN_SKIP_THIS
+BOOST_AUTO_TEST_SUITE(CL)
+BOOST_AUTO_TEST_SUITE(IntegralImage)
+
+BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly"))
+BOOST_DATA_TEST_CASE(Configuration, SmallShapes() + LargeShapes(), shape)
+{
+ // Create tensors
+ CLTensor src = create_tensor(shape, DataType::U8);
+ CLTensor dst = create_tensor(shape, DataType::U32);
+
+ BOOST_TEST(src.info()->is_resizable());
+ BOOST_TEST(dst.info()->is_resizable());
+
+ // Create integral image configure function
+ CLIntegralImage integral_image;
+ integral_image.configure(&src, &dst);
+
+ // Validate valid region
+ const ValidRegion valid_region = shape_to_valid_region(shape);
+ validate(src.info()->valid_region(), valid_region);
+ validate(dst.info()->valid_region(), valid_region);
+
+ // Validate padding
+ PaddingCalculator calculator(shape.x(), 16);
+ const PaddingSize src_padding(0, calculator.required_padding(), 0, 0);
+ const PaddingSize dst_padding(0, calculator.required_padding(), 0, 0);
+
+ validate(src.info()->padding(), src_padding);
+ validate(dst.info()->padding(), dst_padding);
+}
+
+BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit"))
+BOOST_DATA_TEST_CASE(RunSmall, SmallShapes(), shape)
+{
+ // Compute function
+ CLTensor dst = compute_integral_image(shape);
+
+ // Compute reference
+ RawTensor ref_dst = Reference::compute_reference_integral_image(shape);
+
+ // Validate output
+ validate(CLAccessor(dst), ref_dst);
+}
+
+BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly"))
+BOOST_DATA_TEST_CASE(RunLarge, LargeShapes(), shape)
+{
+ // Compute function
+ CLTensor dst = compute_integral_image(shape);
+
+ // Compute reference
+ RawTensor ref_dst = Reference::compute_reference_integral_image(shape);
+
+ // Validate output
+ validate(CLAccessor(dst), ref_dst);
+}
+
+BOOST_AUTO_TEST_SUITE_END()
+BOOST_AUTO_TEST_SUITE_END()
+#endif