From 053e7510f24c2b02f9fae9c45fb6b874631a5376 Mon Sep 17 00:00:00 2001 From: Manuel Bottini Date: Fri, 28 Dec 2018 15:05:20 +0000 Subject: COMPMID-1758: NEON: Implement Range Change-Id: I56dff9462b85760fbed6db43224cadb90d283810 Reviewed-on: https://review.mlplatform.org/472 Reviewed-by: Georgios Pinitas Tested-by: Arm Jenkins --- tests/validation/NEON/Range.cpp | 178 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 178 insertions(+) create mode 100644 tests/validation/NEON/Range.cpp (limited to 'tests') diff --git a/tests/validation/NEON/Range.cpp b/tests/validation/NEON/Range.cpp new file mode 100644 index 0000000000..06351c8f66 --- /dev/null +++ b/tests/validation/NEON/Range.cpp @@ -0,0 +1,178 @@ +/* + * 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/NERange.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.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/RangeFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +constexpr RelativeTolerance tolerance(0.01f); +constexpr AbsoluteTolerance abs_tolerance(0.02f); + +const auto start_dataset = framework::dataset::make("Start", { float(3), float(-17), float(16) }); +const auto unsigned_start_dataset = framework::dataset::make("Start", { float(3), float(16) }); +const auto float_step_dataset = framework::dataset::make("Step", { float(1), float(-0.2f), float(0.2), float(12.2), float(-12.2), float(-1.2), float(-3), float(3) }); +const auto step_dataset = framework::dataset::make("Step", { float(1), float(12), float(-12), float(-1), float(-3), float(3) }); +const auto unsigned_step_dataset = framework::dataset::make("Step", { float(1), float(12), float(3) }); +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(Range) + +// *INDENT-OFF* +// clang-format off + +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( + framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U), 1, DataType::U8), + TensorInfo(TensorShape(27U), 1, DataType::U8), + TensorInfo(TensorShape(32U), 1, DataType::U8), + TensorInfo(TensorShape(32U), 1, DataType::F32), + TensorInfo(TensorShape(27U), 1, DataType::U8), + TensorInfo(TensorShape(27U), 1, DataType::U8), + TensorInfo(TensorShape(10U), 1, DataType::QASYMM8), + TensorInfo(TensorShape(10U), 1, DataType::U8), + }), + framework::dataset::make("Start",{ 0.0f, + 15.0f, + 1500.0f, + 100.0f, + -15.0f, + 0.2f, + 2.0f, + 10.0f, + 10.0f + })), + framework::dataset::make("End",{ 100.0f, + 15.0f, + 2500.0f, + -1000.0f, + 15.0f, + 10.0f, + 10.0f, + 100.0f, + 100.0f + })), + framework::dataset::make("Step",{ 100.0f, + 15.0f, + 10.0f, + 100.0f, + -15.0f, + 1.0f, + 0.0f, + 10.0f, + 10.0f + })), + framework::dataset::make("Expected", { false, // 1-D tensor expected + false, // start == end + false, // output vector size insufficient + false, // sign of step incorrect + false, // sign of step incorrect + false, // data type incompatible + false, // step = 0 + false, // invalid QASYMM8 datatype + true, + })), + output_info, start, end, step, expected) +{ + ARM_COMPUTE_EXPECT(bool(NERange::validate(&output_info, start, end, step)) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +template +using NERangeFixture = RangeFixture; + +TEST_SUITE(U8) +FIXTURE_DATA_TEST_CASE(RunSmall, NERangeFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine( + framework::dataset::make("DataType", DataType::U8), + unsigned_start_dataset), + unsigned_step_dataset), + framework::dataset::make("QuantizationInfo", { QuantizationInfo() }))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance, 0.f, abs_tolerance); +} +TEST_SUITE_END() // U8 + +TEST_SUITE(S16) +FIXTURE_DATA_TEST_CASE(RunSmall, NERangeFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine( + framework::dataset::make("DataType", DataType::S16), + start_dataset), + step_dataset), + framework::dataset::make("QuantizationInfo", { QuantizationInfo() }))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance, 0.f, abs_tolerance); +} +TEST_SUITE_END() // S16 + +TEST_SUITE(Float) +#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, NERangeFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine( + framework::dataset::make("DataType", DataType::F16), + start_dataset), + float_step_dataset), + framework::dataset::make("QuantizationInfo", { QuantizationInfo() }))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance, 0.f, abs_tolerance); +} +TEST_SUITE_END() // FP16 +#endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC + +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, NERangeFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine( + framework::dataset::make("DataType", DataType::F32), + start_dataset), + float_step_dataset), + framework::dataset::make("QuantizationInfo", { QuantizationInfo() }))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance, 0.f, abs_tolerance); +} +TEST_SUITE_END() // FP32 +TEST_SUITE_END() // Float + +TEST_SUITE_END() // Range +TEST_SUITE_END() // NEON +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1