/* * 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_FIXED_POINT_FIXTURE #define ARM_COMPUTE_TEST_FIXED_POINT_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/Helpers.h" #include "tests/validation/reference/FixedPoint.h" namespace arm_compute { namespace test { namespace validation { template class FixedPointValidationFixture : public framework::Fixture { public: template void setup(TensorShape shape, DataType dt, FixedPointOp op, int fractional_bits) { _fractional_bits = fractional_bits; _target = compute_target(shape, dt, op, fractional_bits); _reference = compute_reference(shape, dt, op, fractional_bits); } protected: template void fill(U &&tensor, int min, int max, int i) { std::uniform_int_distribution<> distribution(min, max); library->fill(tensor, distribution, i); } TensorType compute_target(const TensorShape &shape, DataType dt, FixedPointOp op, int fixed_point_position) { // Create tensors TensorType src = create_tensor(shape, dt, 1, fixed_point_position); TensorType dst = create_tensor(shape, dt, 1, fixed_point_position); // Allocate tensors src.allocator()->allocate(); dst.allocator()->allocate(); ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); compute_target_impl(shape, dt, op, fixed_point_position, src, dst); return dst; } SimpleTensor compute_reference(const TensorShape &shape, DataType dt, FixedPointOp op, int fixed_point_position) { // Create reference SimpleTensor src{ shape, dt, 1, fixed_point_position }; // Fill reference int min = 0; int max = 0; switch(op) { case FixedPointOp::EXP: min = -(1 << (fixed_point_position - 1)); max = (1 << (fixed_point_position - 1)); break; case FixedPointOp::INV_SQRT: min = 1; max = (dt == DataType::QS8) ? 0x7F : 0x7FFF; break; case FixedPointOp::LOG: min = (1 << (fixed_point_position - 1)); max = (dt == DataType::QS8) ? 0x3F : 0x3FFF; break; case FixedPointOp::RECIPROCAL: min = 15; max = (dt == DataType::QS8) ? 0x7F : 0x7FFF; break; default: ARM_COMPUTE_ERROR("Fixed point operation not supported"); break; } fill(src, min, max, 0); return reference::fixed_point_operation(src, op); } TensorType _target{}; SimpleTensor _reference{}; int _fractional_bits{}; }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_FIXED_POINT_FIXTURE */