From 5801a5508aecc91df7d669f086d6977d70059c65 Mon Sep 17 00:00:00 2001 From: George Wort Date: Thu, 13 Dec 2018 17:50:26 +0000 Subject: COMPMID-1767: NEON: Implement Where/Select Change-Id: If8a1ab6d6a029a5c547b726e0692eecef9a2e97d Reviewed-on: https://review.mlplatform.org/415 Tested-by: Arm Jenkins Reviewed-by: Georgios Pinitas --- tests/validation/NEON/Select.cpp | 188 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 188 insertions(+) create mode 100644 tests/validation/NEON/Select.cpp (limited to 'tests') diff --git a/tests/validation/NEON/Select.cpp b/tests/validation/NEON/Select.cpp new file mode 100644 index 0000000000..9ac7a6f013 --- /dev/null +++ b/tests/validation/NEON/Select.cpp @@ -0,0 +1,188 @@ +/* + * Copyright (c) 2018 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 CONCLCTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/NEON/functions/NESelect.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.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/SelectFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +auto configuration_dataset = combine(framework::dataset::concat(datasets::SmallShapes(), datasets::LargeShapes()), + framework::dataset::make("has_same_rank", { false, true })); +auto run_small_dataset = combine(datasets::SmallShapes(), framework::dataset::make("has_same_rank", { false, true })); +auto run_large_dataset = combine(datasets::LargeShapes(), framework::dataset::make("has_same_rank", { false, true })); +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(Select) + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( + framework::dataset::make("CInfo", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8), // Invalid condition datatype + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid output datatype + TensorInfo(TensorShape(13U), 1, DataType::U8), // Invalid c shape + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Mismatching shapes + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(2U), 1, DataType::U8), + }), + framework::dataset::make("XInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 10U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + })), + framework::dataset::make("YInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + })), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), + })), + framework::dataset::make("Expected", { false, false, false, false, true, true})), + c_info, x_info, y_info, output_info, expected) +{ + Status s = NESelect::validate(&c_info.clone()->set_is_resizable(false), + &x_info.clone()->set_is_resizable(false), + &y_info.clone()->set_is_resizable(false), + &output_info.clone()->set_is_resizable(false)); + ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +template +using NESelectFixture = SelectValidationFixture; + +TEST_SUITE(Float) + +#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC +TEST_SUITE(F16) +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, configuration_dataset, + shape, same_rank) +{ + const DataType dt = DataType::F16; + + // Create tensors + Tensor ref_c = create_tensor(detail::select_condition_shape(shape, same_rank), DataType::U8); + Tensor ref_x = create_tensor(shape, dt); + Tensor ref_y = create_tensor(shape, dt); + Tensor dst = create_tensor(shape, dt); + + // Create and Configure function + NESelect select; + select.configure(&ref_c, &ref_x, &ref_y, &dst); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(shape); + validate(dst.info()->valid_region(), valid_region); +} + +FIXTURE_DATA_TEST_CASE(RunSmall, + NESelectFixture, + framework::DatasetMode::PRECOMMIT, + combine(run_small_dataset, framework::dataset::make("DataType", DataType::F16))) +{ + // Validate output + validate(Accessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + NESelectFixture, + framework::DatasetMode::NIGHTLY, + combine(run_large_dataset, framework::dataset::make("DataType", DataType::F16))) +{ + // Validate output + validate(Accessor(_target), _reference); +} +TEST_SUITE_END() // F16 +#endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ + +TEST_SUITE(FP32) +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, configuration_dataset, + shape, same_rank) +{ + const DataType dt = DataType::F32; + + // Create tensors + Tensor ref_c = create_tensor(detail::select_condition_shape(shape, same_rank), DataType::U8); + Tensor ref_x = create_tensor(shape, dt); + Tensor ref_y = create_tensor(shape, dt); + Tensor dst = create_tensor(shape, dt); + + // Create and Configure function + NESelect select; + select.configure(&ref_c, &ref_x, &ref_y, &dst); + + // Validate valid region + const ValidRegion valid_region = shape_to_valid_region(shape); + validate(dst.info()->valid_region(), valid_region); +} + +FIXTURE_DATA_TEST_CASE(RunSmall, + NESelectFixture, + framework::DatasetMode::PRECOMMIT, + combine(run_small_dataset, framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(Accessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + NESelectFixture, + framework::DatasetMode::NIGHTLY, + combine(run_large_dataset, framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(Accessor(_target), _reference); +} +TEST_SUITE_END() // FP32 +TEST_SUITE_END() // Float + +TEST_SUITE_END() // Select +TEST_SUITE_END() // NEON +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1