From d9769583c44d8ad79e7fcf662715b2460e96084b Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Thu, 3 Aug 2017 10:19:40 +0100 Subject: COMPMID-: Implement L2NormalizationLayer. Change-Id: I2223850b84826a87650729d287c57c22bcab7462 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82767 Tested-by: Kaizen Reviewed-by: Anthony Barbier --- tests/validation_new/fixtures/L2NormalizeFixture.h | 107 +++++++++++++++++++++ 1 file changed, 107 insertions(+) create mode 100644 tests/validation_new/fixtures/L2NormalizeFixture.h (limited to 'tests/validation_new/fixtures/L2NormalizeFixture.h') 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 +class L2NormalizeValidationFixture : public framework::Fixture +{ +public: + template + 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 + 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(shape, data_type); + TensorType dst = create_tensor(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 compute_reference(const TensorShape &shape, DataType data_type, unsigned int axis, float epsilon) + { + // Create reference + SimpleTensor src{ shape, data_type }; + + // Fill reference + fill(src); + + return reference::l2_normalize(src, axis, epsilon); + } + + TensorType _target{}; + SimpleTensor _reference{}; +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_L2NORMALIZE_FIXTURE */ -- cgit v1.2.1