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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2018-12-24 16:10:47 +0000 |
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committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2019-01-02 16:27:46 +0000 |
commit | 6d9d6f49aa05ad033676a219c1a98150fb8401f4 (patch) | |
tree | e10735406ffe0d669f9475d7c1b2667036753c1c /tests/validation/NEON/Split.cpp | |
parent | 5801a5508aecc91df7d669f086d6977d70059c65 (diff) | |
download | ComputeLibrary-6d9d6f49aa05ad033676a219c1a98150fb8401f4.tar.gz |
COMPMID-1769: Add support for NEON StridedSlice,Split,Slice,Unstack
Change-Id: I7d3c5e6858fed090410720f76947327e39bc72f8
Reviewed-on: https://review.mlplatform.org/450
Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@arm.com>
Diffstat (limited to 'tests/validation/NEON/Split.cpp')
-rw-r--r-- | tests/validation/NEON/Split.cpp | 159 |
1 files changed, 159 insertions, 0 deletions
diff --git a/tests/validation/NEON/Split.cpp b/tests/validation/NEON/Split.cpp new file mode 100644 index 0000000000..17360960e0 --- /dev/null +++ b/tests/validation/NEON/Split.cpp @@ -0,0 +1,159 @@ +/* + * 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/NESplit.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" + +#include "tests/NEON/Accessor.h" +#include "tests/datasets/SplitDataset.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/SplitFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +TEST_SUITE(NEON) +TEST_SUITE(Split) + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid axis + TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32), // Invalid number of splits + TensorInfo(TensorShape(27U, 3U, 16U, 2U), 1, DataType::F32) + }), + framework::dataset::make("Axis", { 4, 2, 2 })), + framework::dataset::make("Splits", { 4, 5, 4 })), + framework::dataset::make("Expected", { false, false, true })), + input_info, axis, splits, expected) +{ + std::vector<TensorInfo> outputs_info(splits); + std::vector<ITensorInfo*> outputs_info_ptr; + for(auto &output_info : outputs_info) + { + outputs_info_ptr.emplace_back(&output_info); + } + const Status status = NESplit::validate(&input_info.clone()->set_is_resizable(false), outputs_info_ptr, axis); + ARM_COMPUTE_EXPECT(bool(status) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +DATA_TEST_CASE(Configuration, + framework::DatasetMode::ALL, + combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F32 })), + shape, axis, splits, data_type) +{ + // Create tensors + Tensor src = create_tensor<Tensor>(shape, data_type); + std::vector<Tensor> dsts(splits); + std::vector<ITensor *> dsts_ptrs; + for(auto &dst : dsts) + { + dsts_ptrs.emplace_back(&dst); + } + + // Create and Configure function + NESplit split; + split.configure(&src, dsts_ptrs, axis); + + // Validate valid regions + for(auto &dst : dsts) + { + const ValidRegion valid_region = shape_to_valid_region(dst.info()->tensor_shape()); + validate(dst.info()->valid_region(), valid_region); + } +} + +template <typename T> +using NESplitFixture = SplitFixture<Tensor, ITensor, Accessor, NESplit, T>; + +TEST_SUITE(Float) +#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, + NESplitFixture<half>, + framework::DatasetMode::PRECOMMIT, + combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", DataType::F16))) +{ + // Validate outputs + for(unsigned int i = 0; i < _target.size(); ++i) + { + validate(Accessor(_target[i]), _reference[i]); + } +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + NESplitFixture<half>, + framework::DatasetMode::NIGHTLY, + combine(datasets::LargeSplitDataset(), framework::dataset::make("DataType", DataType::F16))) +{ + // Validate outputs + for(unsigned int i = 0; i < _target.size(); ++i) + { + validate(Accessor(_target[i]), _reference[i]); + } +} +TEST_SUITE_END() // FP16 +#endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ + +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, + NESplitFixture<float>, + framework::DatasetMode::PRECOMMIT, + combine(datasets::SmallSplitDataset(), framework::dataset::make("DataType", DataType::F32))) +{ + // Validate outputs + for(unsigned int i = 0; i < _target.size(); ++i) + { + validate(Accessor(_target[i]), _reference[i]); + } +} + +FIXTURE_DATA_TEST_CASE(RunLarge, + NESplitFixture<float>, + framework::DatasetMode::NIGHTLY, + combine(datasets::LargeSplitDataset(), framework::dataset::make("DataType", DataType::F32))) +{ + // Validate outputs + for(unsigned int i = 0; i < _target.size(); ++i) + { + validate(Accessor(_target[i]), _reference[i]); + } +} +TEST_SUITE_END() // FP32 +TEST_SUITE_END() // Float + +TEST_SUITE_END() // Split +TEST_SUITE_END() // NEON +} // namespace validation +} // namespace test +} // namespace arm_compute |