| /* |
| * Copyright (c) 2018-2019 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/NEON/functions/NEUpsampleLayer.h" |
| #include "tests/NEON/Accessor.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 |
| { |
| TEST_SUITE(NEON) |
| TEST_SUITE(UpsampleLayer) |
| |
| DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, (combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32))), |
| input_shape, data_type) |
| { |
| InterpolationPolicy policy = InterpolationPolicy::NEAREST_NEIGHBOR; |
| Size2D info = Size2D(2, 2); |
| |
| // Create tensors |
| Tensor src = create_tensor<Tensor>(input_shape, data_type, 1); |
| Tensor dst; |
| |
| ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| |
| // Create and configure function |
| NEUpsampleLayer upsample; |
| upsample.configure(&src, &dst, info, policy); |
| |
| // Validate valid region |
| const ValidRegion src_valid_region = shape_to_valid_region(src.info()->tensor_shape()); |
| const ValidRegion dst_valid_region = shape_to_valid_region(dst.info()->tensor_shape()); |
| |
| validate(src.info()->valid_region(), src_valid_region); |
| validate(dst.info()->valid_region(), dst_valid_region); |
| } |
| |
| // *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(32U, 32U), 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(64U, 64U), 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, policy, expected) |
| { |
| bool is_valid = bool(NEUpsampleLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), pad_info, policy)); |
| ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); |
| } |
| // clang-format on |
| // *INDENT-ON* |
| |
| template <typename T> |
| using NEUpsampleLayerFixture = UpsampleLayerFixture<Tensor, Accessor, NEUpsampleLayer, T>; |
| |
| template <typename T> |
| using NEUpsampleLayerQuantizedFixture = UpsampleLayerQuantizedFixture<Tensor, Accessor, NEUpsampleLayer, T>; |
| |
| TEST_SUITE(Float) |
| TEST_SUITE(FP32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEUpsampleLayerFixture<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(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // FP32 |
| |
| #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| TEST_SUITE(FP16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEUpsampleLayerFixture<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(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // FP16 |
| #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| TEST_SUITE_END() // Float |
| |
| TEST_SUITE(Quantized) |
| TEST_SUITE(QASYMM8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEUpsampleLayerQuantizedFixture<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(2.f / 255.f, 10)))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // Quantized |
| TEST_SUITE_END() // QASYMM8 |
| |
| TEST_SUITE_END() // UpsampleLayer |
| TEST_SUITE_END() // NEON |
| |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |
