/* * 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_FACTORY_H__ #define __ARM_COMPUTE_TEST_TENSOR_FACTORY_H__ #include "RawTensor.h" #include "Tensor.h" #include "arm_compute/core/Error.h" #include "boost_wrapper.h" namespace arm_compute { namespace test { namespace validation { using TensorVariant = boost::variant < Tensor, Tensor, Tensor, Tensor, Tensor, Tensor, #ifdef ENABLE_FP16 Tensor, #endif Tensor>; /** Helper to create a constant type if the passed reference is constant. */ template struct match_const { using type = typename std::conditional::type>::value, const T, T>::type; }; class TensorFactory { public: template static TensorVariant get_tensor(R &&raw) { TensorVariant v; DataType dt = raw.data_type(); int fixed_point_position = raw.fixed_point_position(); auto shape = raw.shape(); auto data = raw.data(); switch(dt) { case DataType::U8: using value_type_u8 = typename match_const::type; v = Tensor(shape, dt, fixed_point_position, reinterpret_cast(data)); break; case DataType::S8: case DataType::QS8: using value_type_s8 = typename match_const::type; v = Tensor(shape, dt, fixed_point_position, reinterpret_cast(data)); break; case DataType::U16: using value_type_u16 = typename match_const::type; v = Tensor(shape, dt, fixed_point_position, reinterpret_cast(data)); break; case DataType::S16: using value_type_s16 = typename match_const::type; v = Tensor(shape, dt, fixed_point_position, reinterpret_cast(data)); break; case DataType::U32: using value_type_u32 = typename match_const::type; v = Tensor(shape, dt, fixed_point_position, reinterpret_cast(data)); break; case DataType::S32: using value_type_s32 = typename match_const::type; v = Tensor(shape, dt, fixed_point_position, reinterpret_cast(data)); break; #ifdef ENABLE_FP16 case DataType::F16: using value_type_f16 = typename match_const::type; v = Tensor(raw.shape(), dt, reinterpret_cast(raw.data())); break; #endif case DataType::F32: using value_type_f32 = typename match_const::type; v = Tensor(shape, dt, fixed_point_position, reinterpret_cast(data)); break; default: ARM_COMPUTE_ERROR("NOT SUPPORTED!"); } return v; } }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* __ARM_COMPUTE_TEST_TENSOR_FACTORY_H__ */