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Diffstat (limited to 'tests/validation_old/TensorVisitors.h')
| -rw-r--r-- | tests/validation_old/TensorVisitors.h | 306 |
1 files changed, 306 insertions, 0 deletions
diff --git a/tests/validation_old/TensorVisitors.h b/tests/validation_old/TensorVisitors.h new file mode 100644 index 0000000000..6e5f8c3b21 --- /dev/null +++ b/tests/validation_old/TensorVisitors.h @@ -0,0 +1,306 @@ +/* + * 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_TENSOR_VISITORS_H__ +#define __ARM_COMPUTE_TEST_TENSOR_VISITORS_H__ + +#include "Tensor.h" +#include "TensorOperations.h" +#include "arm_compute/core/Error.h" +#include "arm_compute/core/Helpers.h" +#include "arm_compute/runtime/Lut.h" + +#include "tests/validation_old/boost_wrapper.h" + +#include <algorithm> +#include <map> +#include <memory> +#include <ostream> +#include <vector> + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace tensor_visitors +{ +// Min max location visitor +struct min_max_location_visitor : public boost::static_visitor<> +{ +public: + explicit min_max_location_visitor(void *min, void *max, IArray<Coordinates2D> &min_loc, IArray<Coordinates2D> &max_loc, uint32_t &min_count, uint32_t &max_count) + : _min(min), _max(max), _min_loc(min_loc), _max_loc(max_loc), _min_count(min_count), _max_count(max_count) + { + } + template <typename T1> + void operator()(const Tensor<T1> &in) const + { + tensor_operations::min_max_location(in, _min, _max, _min_loc, _max_loc, _min_count, _max_count); + } + +private: + void *_min; + void *_max; + IArray<Coordinates2D> &_min_loc; + IArray<Coordinates2D> &_max_loc; + uint32_t &_min_count; + uint32_t &_max_count; +}; +// Absolute Difference visitor +struct absolute_difference_visitor : public boost::static_visitor<> +{ +public: + template <typename T1, typename T2, typename T3> + void operator()(const Tensor<T1> &in1, const Tensor<T2> &in2, Tensor<T3> &out) const + { + tensor_operations::absolute_difference(in1, in2, out); + } +}; +// Arithmetic Addition visitor +struct arithmetic_addition_visitor : public boost::static_visitor<> +{ +public: + explicit arithmetic_addition_visitor(ConvertPolicy convert_policy) + : _policy(convert_policy) + { + } + + template <typename T1, typename T2, typename T3> + void operator()(const Tensor<T1> &in1, const Tensor<T2> &in2, Tensor<T3> &out) const + { + tensor_operations::arithmetic_addition(in1, in2, out, _policy); + } + +private: + ConvertPolicy _policy; +}; +// Arithmetic Subtraction visitor +struct arithmetic_subtraction_visitor : public boost::static_visitor<> +{ +public: + explicit arithmetic_subtraction_visitor(ConvertPolicy convert_policy) + : _policy(convert_policy) + { + } + + template <typename T1, typename T2, typename T3> + void operator()(const Tensor<T1> &in1, const Tensor<T2> &in2, Tensor<T3> &out) const + { + tensor_operations::arithmetic_subtraction(in1, in2, out, _policy); + } + +private: + ConvertPolicy _policy; +}; +// Depth Convert visitor +struct depth_convert_visitor : public boost::static_visitor<> +{ +public: + explicit depth_convert_visitor(ConvertPolicy policy, uint32_t shift) + : _policy(policy), _shift(shift) + { + } + + template <typename T1, typename T2> + void operator()(const Tensor<T1> &in, Tensor<T2> &out) const + { + tensor_operations::depth_convert(in, out, _policy, _shift); + } + +private: + ConvertPolicy _policy; + uint32_t _shift; +}; +// Pixel-wise Multiplication visitor +struct pixel_wise_multiplication_visitor : public boost::static_visitor<> +{ +public: + explicit pixel_wise_multiplication_visitor(float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy) + : _scale(scale), _convert_policy(convert_policy), _rounding_policy(rounding_policy) + { + } + + template <typename T1, typename T2, typename T3> + void operator()(const Tensor<T1> &in1, const Tensor<T2> &in2, Tensor<T3> &out) const + { + tensor_operations::pixel_wise_multiplication(in1, in2, out, _scale, _convert_policy, _rounding_policy); + } + +private: + float _scale; + ConvertPolicy _convert_policy; + RoundingPolicy _rounding_policy; +}; +// Fixed Point Pixel-wise Multiplication visitor +struct fixed_point_pixel_wise_multiplication_visitor : public boost::static_visitor<> +{ +public: + explicit fixed_point_pixel_wise_multiplication_visitor(const TensorVariant &in1, const TensorVariant &in2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy) + : _in1(in1), _in2(in2), _scale(scale), _convert_policy(convert_policy), _rounding_policy(rounding_policy) + { + } + + template <typename T, typename = typename std::enable_if<std::is_integral<T>::value>::type> + void operator()(Tensor<T> &out) const + { + const Tensor<T> &in1 = boost::get<Tensor<T>>(_in1); + const Tensor<T> &in2 = boost::get<Tensor<T>>(_in2); + tensor_operations::fixed_point_pixel_wise_multiplication(in1, in2, out, _scale, _convert_policy, _rounding_policy); + } + template < typename T, typename std::enable_if < !std::is_integral<T>::value, int >::type = 0 > + void operator()(Tensor<T> &out) const + { + ARM_COMPUTE_ERROR("NOT SUPPORTED!"); + } + +private: + const TensorVariant &_in1; + const TensorVariant &_in2; + float _scale; + ConvertPolicy _convert_policy; + RoundingPolicy _rounding_policy; +}; +// Table lookup operation +template <typename T1> +struct table_lookup : public boost::static_visitor<> +{ +public: + explicit table_lookup(const TensorVariant &in, std::map<T1, T1> &lut) + : _in(in), _lut(lut) + { + } + + template <typename T> + void operator()(Tensor<T> &out) const + { + const auto &in = boost::get<Tensor<T>>(_in); + tensor_operations::table_lookup(in, out, _lut); + } + +private: + const TensorVariant &_in; + std::map<T1, T1> &_lut; +}; +template struct arm_compute::test::validation::tensor_visitors::table_lookup<uint8_t>; +template struct arm_compute::test::validation::tensor_visitors::table_lookup<int16_t>; + +// Batch Normalization Layer visitor +struct batch_normalization_layer_visitor : public boost::static_visitor<> +{ +public: + explicit batch_normalization_layer_visitor(const TensorVariant &in, const TensorVariant &mean, const TensorVariant &var, const TensorVariant &beta, const TensorVariant &gamma, float epsilon, + int fixed_point_position = 0) + : _in(in), _mean(mean), _var(var), _beta(beta), _gamma(gamma), _epsilon(epsilon), _fixed_point_position(fixed_point_position) + { + } + + template <typename T> + void operator()(Tensor<T> &out) const + { + const Tensor<T> &in = boost::get<Tensor<T>>(_in); + const Tensor<T> &mean = boost::get<Tensor<T>>(_mean); + const Tensor<T> &var = boost::get<Tensor<T>>(_var); + const Tensor<T> &beta = boost::get<Tensor<T>>(_beta); + const Tensor<T> &gamma = boost::get<Tensor<T>>(_gamma); + tensor_operations::batch_normalization_layer(in, out, mean, var, beta, gamma, _epsilon, _fixed_point_position); + } + +private: + const TensorVariant &_in, &_mean, &_var, &_beta, &_gamma; + float _epsilon; + int _fixed_point_position; +}; + +// ROI Pooling layer +struct roi_pooling_layer_visitor : public boost::static_visitor<> +{ +public: + explicit roi_pooling_layer_visitor(const TensorVariant &in, const std::vector<ROI> &rois, ROIPoolingLayerInfo pool_info) + : _in(in), _rois(rois), _pool_info(pool_info) + { + } + + template <typename T> + void operator()(Tensor<T> &out) const + { + const Tensor<T> &in = boost::get<Tensor<T>>(_in); + tensor_operations::roi_pooling_layer(in, out, _rois, _pool_info); + } + +private: + const TensorVariant &_in; + const std::vector<ROI> &_rois; + ROIPoolingLayerInfo _pool_info; +}; + +// Fixed Point operations visitor +struct fixed_point_operation_visitor : public boost::static_visitor<> +{ +public: + explicit fixed_point_operation_visitor(const TensorVariant &in, FixedPointOp op) + : _in(in), _op(op) + { + } + + template <typename T, typename std::enable_if<std::is_integral<T>::value, int>::type = 0> + void operator()(Tensor<T> &out) const + { + const Tensor<T> &in = boost::get<Tensor<T>>(_in); + tensor_operations::fixed_point_operation(in, out, _op); + } + template < typename T, typename std::enable_if < !std::is_integral<T>::value, int >::type = 0 > + void operator()(Tensor<T> &out) const + { + ARM_COMPUTE_ERROR("NOT SUPPORTED!"); + } + +private: + const TensorVariant &_in; + FixedPointOp _op; +}; +// Print Tensor visitor +struct print_visitor : public boost::static_visitor<> +{ +public: + explicit print_visitor(std::ostream &out) + : _out(out) + { + } + + template <typename T> + void operator()(const Tensor<T> &in) const + { + tensor_operations::print(in, _out); + } + +private: + std::ostream &_out; +}; +} // namespace tensor_visitors +} // namespace validation +} // namespace test +} // namespace arm_compute + +#endif /* __ARM_COMPUTE_TEST_TENSOR_VISITORS_H__ */ |