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authorGiorgio Arena <giorgio.arena@arm.com>2017-11-23 11:45:24 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:41:58 +0000
commit04a8f8c4994f1c32b3f16a832c0e6f2599364c02 (patch)
treebb96843720896c60f8876a753b0a61b1efcab73b /tests/validation/fixtures/DepthwiseConvolutionFixture.h
parent58c5794b917dae10ff115dd85ec69e2ca41136c1 (diff)
downloadComputeLibrary-04a8f8c4994f1c32b3f16a832c0e6f2599364c02.tar.gz
COMPMID-692 Consistent names for the interfaces
Change-Id: I4b1f3f0da9ff5342c7de7083736fe91871d14e5b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110351 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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diff --git a/tests/validation/fixtures/DepthwiseConvolutionFixture.h b/tests/validation/fixtures/DepthwiseConvolutionFixture.h
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-/*
- * 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_DEPTHWISE_CONVOLUTION_FIXTURE
-#define ARM_COMPUTE_TEST_DEPTHWISE_CONVOLUTION_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/CPP/DepthwiseConvolution.h"
-#include "tests/validation/Helpers.h"
-
-#include <random>
-
-namespace arm_compute
-{
-namespace test
-{
-namespace validation
-{
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class DepthwiseConvolutionValidationGenericFixture : public framework::Fixture
-{
-public:
- using TBias = typename std::conditional<std::is_same<typename std::decay<T>::type, uint8_t>::value, int32_t, T>::type;
-
-public:
- template <typename...>
- void setup(TensorShape in_shape, TensorShape weights_shape, TensorShape biases_shape, TensorShape out_shape, PadStrideInfo pad_stride_info, DataType data_type, QuantizationInfo quantization_info)
- {
- _quantization_info = quantization_info;
- _data_type = data_type;
-
- const DataType bias_data_type = is_data_type_quantized_asymmetric(data_type) ? DataType::S32 : data_type;
-
- _target = compute_target(in_shape, weights_shape, biases_shape, out_shape, pad_stride_info, data_type, bias_data_type, quantization_info);
- _reference = compute_reference(in_shape, weights_shape, biases_shape, out_shape, pad_stride_info, data_type, bias_data_type, quantization_info);
- }
-
-protected:
- template <typename U>
- void fill(U &&tensor, int i)
- {
- switch(tensor.data_type())
- {
- case DataType::QASYMM8:
- {
- std::uniform_int_distribution<uint8_t> distribution(0, 10);
- library->fill(tensor, distribution, i);
- break;
- }
- case DataType::F32:
- {
- std::uniform_real_distribution<> distribution(-1.0f, 1.0f);
- library->fill(tensor, distribution, i);
- break;
- }
- case DataType::S32:
- {
- std::uniform_int_distribution<int32_t> distribution(-1000, 1000);
- library->fill(tensor, distribution, i);
- break;
- }
- default:
- library->fill_tensor_uniform(tensor, i);
- }
- }
-
- TensorType compute_target(const TensorShape &input_shape, const TensorShape &weights_shape, const TensorShape &biases_shape, const TensorShape &output_shape, PadStrideInfo &pad_stride_info,
- const DataType data_type, const DataType bias_data_type, const QuantizationInfo quantization_info)
- {
- // Create tensors
- TensorType src = create_tensor<TensorType>(input_shape, data_type, 1, 0, quantization_info);
- TensorType weights = create_tensor<TensorType>(weights_shape, data_type, 1, 0, quantization_info);
- TensorType biases = create_tensor<TensorType>(biases_shape, bias_data_type, 1, 0, quantization_info);
- TensorType dst = create_tensor<TensorType>(output_shape, data_type, 1, 0, quantization_info);
-
- // Create Depthwise Convolution configure function
- FunctionType dwc;
- dwc.configure(&src, &weights, &biases, &dst, pad_stride_info);
-
- ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS);
- ARM_COMPUTE_EXPECT(weights.info()->is_resizable(), framework::LogLevel::ERRORS);
- ARM_COMPUTE_EXPECT(biases.info()->is_resizable(), framework::LogLevel::ERRORS);
- ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS);
-
- // Allocate tensors
- src.allocator()->allocate();
- weights.allocator()->allocate();
- biases.allocator()->allocate();
- dst.allocator()->allocate();
-
- ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS);
- ARM_COMPUTE_EXPECT(!weights.info()->is_resizable(), framework::LogLevel::ERRORS);
- ARM_COMPUTE_EXPECT(!biases.info()->is_resizable(), framework::LogLevel::ERRORS);
- ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS);
-
- // Fill tensors
- fill(AccessorType(src), 0);
- fill(AccessorType(weights), 1);
- fill(AccessorType(biases), 2);
-
- // Compute function
- dwc.run();
-
- return dst;
- }
-
- SimpleTensor<T> compute_reference(const TensorShape &in_shape, const TensorShape &weights_shape, const TensorShape &biases_shape, const TensorShape &out_shape, const PadStrideInfo &pad_stride_info,
- const DataType data_type, const DataType bias_data_type, QuantizationInfo quantization_info)
- {
- SimpleTensor<T> src{ in_shape, data_type, 1, 0, quantization_info };
- SimpleTensor<T> weights{ weights_shape, data_type, 1, 0, quantization_info };
- SimpleTensor<TBias> biases{ biases_shape, data_type, 1, 0, quantization_info };
-
- fill(src, 0);
- fill(weights, 1);
- fill(biases, 2);
-
- return reference::depthwise_convolution(src, weights, biases, out_shape, pad_stride_info);
- }
-
- TensorType _target{};
- SimpleTensor<T> _reference{};
- DataType _data_type{};
- QuantizationInfo _quantization_info{};
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class DepthwiseConvolutionValidationFixture : public DepthwiseConvolutionValidationGenericFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
- template <typename...>
- void setup(TensorShape in_shape, TensorShape weights_shape, TensorShape biases_shape, TensorShape out_shape, PadStrideInfo pad_stride_info, DataType data_type)
- {
- DepthwiseConvolutionValidationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(in_shape, weights_shape, biases_shape, out_shape, pad_stride_info,
- data_type, QuantizationInfo());
- }
-};
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
-class DepthwiseConvolutionValidationQuantizedFixture : public DepthwiseConvolutionValidationGenericFixture<TensorType, AccessorType, FunctionType, T>
-{
-public:
- template <typename...>
- void setup(TensorShape in_shape, TensorShape weights_shape, TensorShape biases_shape, TensorShape out_shape, PadStrideInfo pad_stride_info, DataType data_type, QuantizationInfo quantization_info)
- {
- DepthwiseConvolutionValidationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(in_shape, weights_shape, biases_shape, out_shape, pad_stride_info,
- data_type, quantization_info);
- }
-};
-} // namespace validation
-} // namespace test
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_TEST_DEPTHWISE_CONVOLUTION_FIXTURE */