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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2018-11-23 11:44:58 +0000 |
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committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2018-11-28 11:56:01 +0000 |
commit | 7900a9efa421f0ac8faf9bb939f5c536b42c62b0 (patch) | |
tree | 5f336a5be6463025ed5f88b3752aaf28d7fe46a4 /tests/validation/fixtures/ComparisonFixture.h | |
parent | 3175fcf63249673f33fd1638879adad4baab545b (diff) | |
download | ComputeLibrary-7900a9efa421f0ac8faf9bb939f5c536b42c62b0.tar.gz |
COMPMID-1716: CL Comparison operations
Adds support for Equal,NotEqual,Less,LessEqual,Greater,GreaterEqual
Change-Id: If0cdf4aae7f95c94709b195eee485f6663f45909
Diffstat (limited to 'tests/validation/fixtures/ComparisonFixture.h')
-rw-r--r-- | tests/validation/fixtures/ComparisonFixture.h | 152 |
1 files changed, 152 insertions, 0 deletions
diff --git a/tests/validation/fixtures/ComparisonFixture.h b/tests/validation/fixtures/ComparisonFixture.h new file mode 100644 index 0000000000..b2fe42de26 --- /dev/null +++ b/tests/validation/fixtures/ComparisonFixture.h @@ -0,0 +1,152 @@ +/* + * 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 CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ARM_COMPUTE_TEST_COMPARISON_FIXTURE +#define ARM_COMPUTE_TEST_COMPARISON_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/IAccessor.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/validation/Helpers.h" +#include "tests/validation/reference/Comparisons.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class ComparisonValidationGenericFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(ComparisonOperation op, const TensorShape &shape0, const TensorShape &shape1, DataType data_type, QuantizationInfo qinfo0, QuantizationInfo qinfo1) + { + _target = compute_target(op, shape0, shape1, data_type, qinfo0, qinfo1); + _reference = compute_reference(op, shape0, shape1, data_type, qinfo0, qinfo1); + } + +protected: + template <typename U> + void fill(U &&tensor, int i) + { + library->fill_tensor_uniform(tensor, i); + } + + TensorType compute_target(ComparisonOperation op, + const TensorShape &shape0, const TensorShape &shape1, DataType data_type, + QuantizationInfo qinfo0, QuantizationInfo qinfo1) + { + // Create tensors + TensorType ref_src1 = create_tensor<TensorType>(shape0, data_type, 1, qinfo0); + TensorType ref_src2 = create_tensor<TensorType>(shape1, data_type, 1, qinfo1); + TensorType dst = create_tensor<TensorType>(TensorShape::broadcast_shape(shape0, shape1), DataType::U8); + + // Create and configure function + FunctionType comp_op; + comp_op.configure(&ref_src1, &ref_src2, &dst, op); + + ARM_COMPUTE_EXPECT(ref_src1.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(ref_src2.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + ref_src1.allocator()->allocate(); + ref_src2.allocator()->allocate(); + dst.allocator()->allocate(); + + ARM_COMPUTE_EXPECT(!ref_src1.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!ref_src2.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(ref_src1), 0); + fill(AccessorType(ref_src2), 1); + + // Compute function + comp_op.run(); + + return dst; + } + + SimpleTensor<uint8_t> compute_reference(ComparisonOperation op, + const TensorShape &shape0, const TensorShape &shape1, DataType data_type, + QuantizationInfo qinfo0, QuantizationInfo qinfo1) + { + // Create reference + SimpleTensor<T> ref_src1{ shape0, data_type, 1, qinfo0 }; + SimpleTensor<T> ref_src2{ shape1, data_type, 1, qinfo1 }; + + // Fill reference + fill(ref_src1, 0); + fill(ref_src2, 1); + + return reference::compare<T>(op, ref_src1, ref_src2); + } + + TensorType _target{}; + SimpleTensor<uint8_t> _reference{}; +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class ComparisonBroadcastValidationFixture : public ComparisonValidationGenericFixture<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(ComparisonOperation op, const TensorShape &shape0, const TensorShape &shape1, DataType data_type) + { + ComparisonValidationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(op, shape0, shape1, data_type, QuantizationInfo(), QuantizationInfo()); + } +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class ComparisonValidationFixture : public ComparisonValidationGenericFixture<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(ComparisonOperation op, const TensorShape &shape, DataType data_type) + { + ComparisonValidationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(op, shape, shape, data_type, QuantizationInfo(), QuantizationInfo()); + } +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class ComparisonValidationQuantizedFixture : public ComparisonValidationGenericFixture<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(ComparisonOperation op, const TensorShape &shape, DataType data_type, QuantizationInfo qinfo0, QuantizationInfo qinfo1) + + { + ComparisonValidationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(op, shape, shape, data_type, qinfo0, qinfo1); + } +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_COMPARISON_FIXTURE */ |