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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2017-08-03 10:19:40 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-09-17 14:16:42 +0100 |
commit | d9769583c44d8ad79e7fcf662715b2460e96084b (patch) | |
tree | a8eec300e5381d89b1f933534bfe4647b87fcf68 /tests/validation_new/fixtures | |
parent | fcdbc664108270d8b0861adf2a6f773923c396b4 (diff) | |
download | ComputeLibrary-d9769583c44d8ad79e7fcf662715b2460e96084b.tar.gz |
COMPMID-: Implement L2NormalizationLayer.
Change-Id: I2223850b84826a87650729d287c57c22bcab7462
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82767
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/validation_new/fixtures')
-rw-r--r-- | tests/validation_new/fixtures/L2NormalizeFixture.h | 107 | ||||
-rw-r--r-- | tests/validation_new/fixtures/ReductionOperationFixture.h | 116 |
2 files changed, 223 insertions, 0 deletions
diff --git a/tests/validation_new/fixtures/L2NormalizeFixture.h b/tests/validation_new/fixtures/L2NormalizeFixture.h new file mode 100644 index 0000000000..5102b93f51 --- /dev/null +++ b/tests/validation_new/fixtures/L2NormalizeFixture.h @@ -0,0 +1,107 @@ +/* + * Copyright (c) 2017 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_L2NORMALIZE_FIXTURE +#define ARM_COMPUTE_TEST_L2NORMALIZE_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/Tensor.h" +#include "framework/Asserts.h" +#include "framework/Fixture.h" +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/IAccessor.h" +#include "tests/validation_new/CPP/L2Normalize.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class L2NormalizeValidationFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(TensorShape shape, DataType data_type, unsigned int axis, float epsilon) + { + _target = compute_target(shape, data_type, axis, epsilon); + _reference = compute_reference(shape, data_type, axis, epsilon); + } + +protected: + template <typename U> + void fill(U &&tensor) + { + library->fill_tensor_uniform(tensor, 0); + } + + TensorType compute_target(const TensorShape &shape, DataType data_type, unsigned int axis, float epsilon) + { + // Create tensors + TensorType src = create_tensor<TensorType>(shape, data_type); + TensorType dst = create_tensor<TensorType>(shape, data_type); + + // Create and configure function + FunctionType l2_norm_func; + l2_norm_func.configure(&src, &dst, axis, epsilon); + + 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)); + + // Compute function + l2_norm_func.run(); + + return dst; + } + + SimpleTensor<T> compute_reference(const TensorShape &shape, DataType data_type, unsigned int axis, float epsilon) + { + // Create reference + SimpleTensor<T> src{ shape, data_type }; + + // Fill reference + fill(src); + + return reference::l2_normalize<T>(src, axis, epsilon); + } + + TensorType _target{}; + SimpleTensor<T> _reference{}; +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_L2NORMALIZE_FIXTURE */ diff --git a/tests/validation_new/fixtures/ReductionOperationFixture.h b/tests/validation_new/fixtures/ReductionOperationFixture.h new file mode 100644 index 0000000000..416aadf8d7 --- /dev/null +++ b/tests/validation_new/fixtures/ReductionOperationFixture.h @@ -0,0 +1,116 @@ +/* + * Copyright (c) 2017 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_REDUCTION_OPERATION_FIXTURE +#define ARM_COMPUTE_TEST_REDUCTION_OPERATION_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/Tensor.h" +#include "framework/Asserts.h" +#include "framework/Fixture.h" +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/IAccessor.h" +#include "tests/validation_new/CPP/ReductionOperation.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class ReductionOperationValidationFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(TensorShape shape, DataType data_type, unsigned int axis, ReductionOperation op) + { + const TensorShape output_shape = get_output_shape(shape, axis); + _target = compute_target(shape, output_shape, data_type, axis, op); + _reference = compute_reference(shape, output_shape, data_type, axis, op); + } + +protected: + template <typename U> + void fill(U &&tensor) + { + library->fill_tensor_uniform(tensor, 0); + } + + TensorType compute_target(const TensorShape &src_shape, const TensorShape &dst_shape, DataType data_type, unsigned int axis, ReductionOperation op) + { + // Create tensors + TensorType src = create_tensor<TensorType>(src_shape, data_type); + TensorType dst = create_tensor<TensorType>(dst_shape, data_type); + + // Create and configure function + FunctionType reduction_func; + reduction_func.configure(&src, &dst, axis, op); + + 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)); + + // Compute function + reduction_func.run(); + + return dst; + } + + SimpleTensor<T> compute_reference(const TensorShape &src_shape, const TensorShape &dst_shape, DataType data_type, unsigned int axis, ReductionOperation op) + { + // Create reference + SimpleTensor<T> src{ src_shape, data_type }; + + // Fill reference + fill(src); + + return reference::reduction_operation<T>(src, dst_shape, axis, op); + } + + TensorType _target{}; + SimpleTensor<T> _reference{}; + +private: + TensorShape get_output_shape(TensorShape shape, unsigned int axis) + { + TensorShape output_shape(shape); + output_shape.set(axis, 1); + return output_shape; + } +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_REDUCTION_OPERATION_FIXTURE */ |