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-rw-r--r--tests/validation/CL/UpsampleLayer.cpp151
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diff --git a/tests/validation/CL/UpsampleLayer.cpp b/tests/validation/CL/UpsampleLayer.cpp
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--- a/tests/validation/CL/UpsampleLayer.cpp
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-/*
- * Copyright (c) 2018-2020 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 "arm_compute/core/Types.h"
-#include "arm_compute/runtime/CL/CLTensor.h"
-#include "arm_compute/runtime/CL/CLTensorAllocator.h"
-#include "arm_compute/runtime/CL/functions/CLUpsampleLayer.h"
-#include "tests/CL/CLAccessor.h"
-#include "tests/PaddingCalculator.h"
-#include "tests/datasets/ShapeDatasets.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/UpsampleLayerFixture.h"
-
-namespace arm_compute
-{
-namespace test
-{
-namespace validation
-{
-namespace
-{
-constexpr AbsoluteTolerance<float> tolerance(0.001f);
-} // namespace
-
-TEST_SUITE(CL)
-TEST_SUITE(UpsampleLayer)
-
-// *INDENT-OFF*
-// clang-format off
-DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(
- framework::dataset::make("InputInfo", { TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Mismatching data type
- TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Invalid output shape
- TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Invalid stride
- TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Invalid policy
- TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32),
- }),
- framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(20U, 20U, 2U), 1, DataType::F16),
- TensorInfo(TensorShape(20U, 10U, 2U), 1, DataType::F32),
- TensorInfo(TensorShape(20U, 20U, 2U), 1, DataType::F32),
- TensorInfo(TensorShape(20U, 20U, 2U), 1, DataType::F32),
- TensorInfo(TensorShape(20U, 20U, 2U), 1, DataType::F32),
- })),
- framework::dataset::make("PadInfo", { Size2D(2, 2),
- Size2D(2, 2),
- Size2D(1, 1),
- Size2D(2, 2),
- Size2D(2, 2),
- })),
- framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR,
- InterpolationPolicy::NEAREST_NEIGHBOR,
- InterpolationPolicy::NEAREST_NEIGHBOR,
- InterpolationPolicy::BILINEAR,
- InterpolationPolicy::NEAREST_NEIGHBOR,
- })),
- framework::dataset::make("Expected", { false, false, false, false, true })),
- input_info, output_info, pad_info, upsampling_policy, expected)
-{
- bool is_valid = bool(CLUpsampleLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), pad_info, upsampling_policy));
- ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS);
-}
-// clang-format on
-// *INDENT-ON*
-
-TEST_SUITE(Float)
-template <typename T>
-using CLUpsampleLayerFixture = UpsampleLayerFixture<CLTensor, CLAccessor, CLUpsampleLayer, T>;
-TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLUpsampleLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
- framework::dataset::make("DataType", DataType::F32)),
- framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
- framework::dataset::make("PadInfo", { Size2D(2, 2) })),
- framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })))
-{
- // Validate output
- validate(CLAccessor(_target), _reference, tolerance);
-}
-TEST_SUITE_END() // FP32
-
-TEST_SUITE(FP16)
-
-FIXTURE_DATA_TEST_CASE(RunSmall, CLUpsampleLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
- framework::dataset::make("DataType",
- DataType::F16)),
- framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
- framework::dataset::make("PadInfo", { Size2D(2, 2) })),
- framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })))
-{
- // Validate output
- validate(CLAccessor(_target), _reference, tolerance);
-}
-
-TEST_SUITE_END() // FP16
-TEST_SUITE_END() // Float
-
-TEST_SUITE(Quantized)
-template <typename T>
-using CLUpsampleLayerQuantizedFixture = UpsampleLayerQuantizedFixture<CLTensor, CLAccessor, CLUpsampleLayer, T>;
-TEST_SUITE(QASYMM8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLUpsampleLayerQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
- framework::dataset::make("DataType", DataType::QASYMM8)),
- framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
- framework::dataset::make("PadInfo", { Size2D(2, 2) })),
- framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })),
- framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 10) })))
-{
- // Validate output
- validate(CLAccessor(_target), _reference, tolerance);
-}
-TEST_SUITE_END() // QASYMM8
-TEST_SUITE(QASYMM8_SIGNED)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLUpsampleLayerQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
- framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)),
- framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })),
- framework::dataset::make("PadInfo", { Size2D(2, 2) })),
- framework::dataset::make("UpsamplingPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR })),
- framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 10) })))
-{
- // Validate output
- validate(CLAccessor(_target), _reference, tolerance);
-}
-TEST_SUITE_END() // QASYMM8_SIGNED
-TEST_SUITE_END() // Quantized
-
-TEST_SUITE_END() // UpsampleLayer
-TEST_SUITE_END() // CL
-} // namespace validation
-} // namespace test
-} // namespace arm_compute