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author | Michalis Spyrou <michalis.spyrou@arm.com> | 2018-11-23 17:41:37 +0000 |
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committer | Michalis Spyrou <michalis.spyrou@arm.com> | 2018-12-05 13:48:32 +0000 |
commit | e93626222041917617cbe1ccccbb472b47a2358c (patch) | |
tree | 330ce12c56885129ead626e8cb7e590b706f9305 /tests/validation/fixtures/ElementWiseUnaryFixture.h | |
parent | 0e2b526d785cf3c284752c551d7cb6806a3e118a (diff) | |
download | ComputeLibrary-e93626222041917617cbe1ccccbb472b47a2358c.tar.gz |
COMPMID-1719 CL: Implement RSqrt, Exp
Change-Id: I827b26239043a9e90d26c2583122648d2a45303a
Reviewed-on: https://review.mlplatform.org/317
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/fixtures/ElementWiseUnaryFixture.h')
-rw-r--r-- | tests/validation/fixtures/ElementWiseUnaryFixture.h | 146 |
1 files changed, 146 insertions, 0 deletions
diff --git a/tests/validation/fixtures/ElementWiseUnaryFixture.h b/tests/validation/fixtures/ElementWiseUnaryFixture.h new file mode 100644 index 0000000000..f508bc1d34 --- /dev/null +++ b/tests/validation/fixtures/ElementWiseUnaryFixture.h @@ -0,0 +1,146 @@ +/* + * 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_ELEMENTWISE_UNARY_FIXTURE +#define ARM_COMPUTE_TEST_ELEMENTWISE_UNARY_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/reference/ElementWiseUnary.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class ElementWiseUnaryValidationFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(TensorShape shape, DataType data_type, ElementWiseUnary op) + { + _op = op; + _target = compute_target(shape, data_type); + _reference = compute_reference(shape, data_type); + } + +protected: + template <typename U> + void fill(U &&tensor, int i) + { + switch(_op) + { + case ElementWiseUnary::EXP: + { + std::uniform_real_distribution<> distribution(-1.0f, 1.0f); + library->fill(tensor, distribution, i); + break; + } + case ElementWiseUnary::RSQRT: + { + std::uniform_real_distribution<> distribution(1.0f, 2.0f); + library->fill(tensor, distribution, i); + break; + } + default: + ARM_COMPUTE_ERROR("Not implemented"); + } + } + + TensorType compute_target(const TensorShape &shape, DataType data_type) + { + // Create tensors + TensorType src = create_tensor<TensorType>(shape, data_type); + TensorType dst = create_tensor<TensorType>(shape, data_type); + + // Create and configure function + FunctionType elwiseunary_layer; + + elwiseunary_layer.configure(&src, &dst); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + src.allocator()->allocate(); + dst.allocator()->allocate(); + ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(src), 0); + + // Compute function + elwiseunary_layer.run(); + + return dst; + } + + SimpleTensor<T> compute_reference(const TensorShape &shape, DataType data_type) + { + // Create reference + SimpleTensor<T> src{ shape, data_type }; + + // Fill reference + fill(src, 0); + + return reference::elementwise_unary<T>(src, _op); + } + + TensorType _target{}; + SimpleTensor<T> _reference{}; + ElementWiseUnary _op{}; +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class RsqrtValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(const TensorShape &shape, DataType data_type) + { + ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::RSQRT); + } +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class ExpValidationFixture : public ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(const TensorShape &shape, DataType data_type) + { + ElementWiseUnaryValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, ElementWiseUnary::EXP); + } +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_ELEMENTWISE_UNARY_FIXTURE */ |