| /* |
| * Copyright (c) 2018-2021 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_CAST_FIXTURE |
| #define ARM_COMPUTE_TEST_CAST_FIXTURE |
| |
| #include "tests/validation/fixtures/DepthConvertLayerFixture.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T1, typename T2> |
| class CastValidationFixture : public framework::Fixture |
| { |
| public: |
| template <typename...> |
| void setup(TensorShape shape, DataType dt_in, DataType dt_out, ConvertPolicy policy) |
| { |
| _target = compute_target(shape, dt_in, dt_out, policy); |
| _reference = compute_reference(shape, dt_in, dt_out, policy); |
| } |
| |
| protected: |
| template <typename U> |
| void fill(U &&tensor, int i, DataType dt_in, DataType dt_out) |
| { |
| // Restricting range to avoid inf values |
| if(dt_out == DataType::F16) |
| { |
| const int signed_min = -32000; |
| const int signed_max = 32000; |
| const int unsigned_min = 0; |
| const int unsigned_max = 65000; |
| |
| switch(dt_in) |
| { |
| case DataType::U8: |
| case DataType::QASYMM8: |
| case DataType::QASYMM8_SIGNED: |
| case DataType::S8: |
| case DataType::F32: |
| { |
| library->fill_tensor_uniform(tensor, i); |
| break; |
| } |
| case DataType::U16: |
| { |
| library->fill_tensor_uniform(tensor, i, static_cast<uint16_t>(unsigned_min), static_cast<uint16_t>(unsigned_max)); |
| break; |
| } |
| case DataType::S16: |
| { |
| library->fill_tensor_uniform(tensor, i, static_cast<int16_t>(signed_min), static_cast<int16_t>(signed_max)); |
| break; |
| } |
| case DataType::U32: |
| { |
| library->fill_tensor_uniform(tensor, i, static_cast<uint32_t>(unsigned_min), static_cast<uint32_t>(unsigned_max)); |
| break; |
| } |
| case DataType::S32: |
| { |
| library->fill_tensor_uniform(tensor, i, static_cast<int32_t>(signed_min), static_cast<int32_t>(signed_max)); |
| break; |
| } |
| default: |
| ARM_COMPUTE_ERROR("NOT SUPPORTED!"); |
| } |
| } |
| else |
| { |
| library->fill_tensor_uniform(tensor, i); |
| } |
| } |
| |
| TensorType compute_target(const TensorShape &shape, DataType dt_in, DataType dt_out, ConvertPolicy policy) |
| { |
| // Create tensors |
| TensorType src = create_tensor<TensorType>(shape, dt_in, 1); |
| TensorType dst = create_tensor<TensorType>(shape, dt_out, 1); |
| |
| // Create and configure function |
| FunctionType cast; |
| cast.configure(&src, &dst, policy); |
| |
| ARM_COMPUTE_ASSERT(src.info()->is_resizable()); |
| ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); |
| |
| // Allocate tensors |
| src.allocator()->allocate(); |
| dst.allocator()->allocate(); |
| |
| ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); |
| ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); |
| |
| // Fill tensors |
| fill(AccessorType(src), 0, dt_in, dt_out); |
| |
| // Compute function |
| cast.run(); |
| |
| return dst; |
| } |
| |
| SimpleTensor<T2> compute_reference(const TensorShape &shape, DataType dt_in, DataType dt_out, ConvertPolicy policy) |
| { |
| // Create reference |
| SimpleTensor<T1> src{ shape, dt_in, 1 }; |
| |
| // Fill reference |
| fill(src, 0, dt_in, dt_out); |
| |
| return reference::depth_convert<T1, T2>(src, dt_out, policy, 0); |
| } |
| |
| TensorType _target{}; |
| SimpleTensor<T2> _reference{}; |
| }; |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |
| #endif /* ARM_COMPUTE_TEST_CAST_FIXTURE */ |