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/*
* Copyright (c) 2020, 2022 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.
*/
#include "src/core/utils/ScaleUtils.h"
#include "arm_compute/core/CPP/CPPTypes.h"
#include "arm_compute/core/TensorInfo.h"
#include "src/common/cpuinfo/CpuIsaInfo.h"
float arm_compute::scale_utils::calculate_resize_ratio(size_t input_size, size_t output_size, bool align_corners)
{
const size_t offset = (align_corners && output_size > 1) ? 1 : 0;
const auto in = input_size - offset;
const auto out = output_size - offset;
ARM_COMPUTE_ERROR_ON((input_size == 0 || output_size == 0) && offset == 1);
ARM_COMPUTE_ERROR_ON(out == 0);
return static_cast<float>(in) / static_cast<float>(out);
}
bool arm_compute::scale_utils::is_precomputation_required(DataLayout data_layout,
DataType data_type,
InterpolationPolicy policy,
BorderMode border_mode)
{
// Do not calculate precomputed weights and indices if kernel code doesn't use them
if (data_layout == DataLayout::NHWC)
{
switch (data_type)
{
case DataType::F32:
case DataType::F16:
return (CPUInfo::get().get_isa().sve == true && policy == InterpolationPolicy::NEAREST_NEIGHBOR);
case DataType::U8:
case DataType::S8:
case DataType::QASYMM8:
case DataType::QASYMM8_SIGNED:
return (border_mode != BorderMode::REPLICATE) || (policy == InterpolationPolicy::NEAREST_NEIGHBOR);
default:
return true;
}
}
return true;
}
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