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author | Michalis Spyrou <michalis.spyrou@arm.com> | 2019-05-21 13:30:10 +0100 |
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committer | Michalis Spyrou <michalis.spyrou@arm.com> | 2019-05-24 11:55:44 +0000 |
commit | 22f917cfd2282052c447068b188eee0c59f737fd (patch) | |
tree | 649e16f34ad59cd6d83eb65412003a24d788dea8 /tests/validation/fixtures/DepthToSpaceLayerFixture.h | |
parent | 1e6e1b899c1a88d3466cdc6fd097ccf32ff767e3 (diff) | |
download | ComputeLibrary-22f917cfd2282052c447068b188eee0c59f737fd.tar.gz |
COMPMID-2240 Implement DEPTH_TO_SPACE for NEON
Change-Id: I705aa0f804093c3628c691e46cca475f2819dc65
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1198
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/fixtures/DepthToSpaceLayerFixture.h')
-rw-r--r-- | tests/validation/fixtures/DepthToSpaceLayerFixture.h | 111 |
1 files changed, 111 insertions, 0 deletions
diff --git a/tests/validation/fixtures/DepthToSpaceLayerFixture.h b/tests/validation/fixtures/DepthToSpaceLayerFixture.h new file mode 100644 index 0000000000..b42bed52a7 --- /dev/null +++ b/tests/validation/fixtures/DepthToSpaceLayerFixture.h @@ -0,0 +1,111 @@ +/* + * Copyright (c) 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. + */ +#ifndef ARM_COMPUTE_TEST_DEPTH_TO_SPACE_LAYER_FIXTURE +#define ARM_COMPUTE_TEST_DEPTH_TO_SPACE_LAYER_FIXTURE + +#include "tests/Globals.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/validation/reference/DepthToSpaceLayer.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class DepthToSpaceLayerValidationFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(TensorShape input_shape, int32_t block_shape, TensorShape output_shape, DataType data_type, DataLayout data_layout) + { + _target = compute_target(input_shape, block_shape, output_shape, data_type, data_layout); + _reference = compute_reference(input_shape, block_shape, output_shape, data_type); + } + +protected: + template <typename U> + void fill(U &&tensor, int i) + { + std::uniform_real_distribution<> distribution(-1.0f, 1.0f); + library->fill(tensor, distribution, i); + } + TensorType compute_target(TensorShape input_shape, int32_t block_shape, TensorShape output_shape, + DataType data_type, DataLayout data_layout) + { + if(data_layout == DataLayout::NHWC) + { + permute(input_shape, PermutationVector(2U, 0U, 1U)); + permute(output_shape, PermutationVector(2U, 0U, 1U)); + } + + // Create tensors + TensorType input = create_tensor<TensorType>(input_shape, data_type, 1, QuantizationInfo(), data_layout); + TensorType output = create_tensor<TensorType>(output_shape, data_type, 1, QuantizationInfo(), data_layout); + + // Create and configure function + FunctionType depth_to_space; + depth_to_space.configure(&input, &output, block_shape); + + ARM_COMPUTE_EXPECT(input.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(output.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + input.allocator()->allocate(); + output.allocator()->allocate(); + + ARM_COMPUTE_EXPECT(!input.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!output.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(input), 0); + + // Compute function + depth_to_space.run(); + + return output; + } + + SimpleTensor<T> compute_reference(const TensorShape &input_shape, int32_t block_shape, + const TensorShape &output_shape, DataType data_type) + { + // Create reference + SimpleTensor<T> input{ input_shape, data_type }; + + // Fill reference + fill(input, 0); + + // Compute reference + return reference::depth_to_space(input, output_shape, block_shape); + } + + TensorType _target{}; + SimpleTensor<T> _reference{}; +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_DEPTH_TO_SPACE_LAYER_FIXTURE */ |