/* * Copyright (c) 2021-2022 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. */ #if defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) && defined(ENABLE_FP16_KERNELS) #include "arm_compute/core/Helpers.h" #include "arm_compute/core/ITensorPack.h" #include "arm_compute/core/Window.h" #include "src/core/helpers/ScaleHelpers.h" #include "src/core/NEON/NEMath.h" #include "src/core/NEON/wrapper/wrapper.h" #include "src/core/utils/ScaleUtils.h" #include "support/Rounding.h" #include #include #include namespace arm_compute { namespace { void fp16_sve_scale_nearest(const ITensor *src, ITensor *dst, const ITensor *offsets, float sampling_offset, bool align_corners, const Window &window) { const size_t in_stride_c = src->info()->dimension(0) + src->info()->padding().left + src->info()->padding().right; const size_t in_stride_w = src->info()->dimension(1) + src->info()->padding().top + src->info()->padding().bottom; const size_t in_stride_wc = in_stride_w * in_stride_c; const size_t in_dim_h = src->info()->dimension(2); // Compute the ratio between source height and destination height const auto hr = scale_utils::calculate_resize_ratio(in_dim_h, dst->info()->dimension(2), align_corners); const auto window_start_x = static_cast(window.x().start()); const auto window_end_x = static_cast(window.x().end()); Window win(window); win.set(Window::DimX, Window::Dimension(0, 1, 1)); Iterator out(dst, win); const uint8_t *in_ptr_start = src->buffer() + src->info()->offset_first_element_in_bytes(); const unsigned int in_stride_bytes_hwc = src->info()->strides_in_bytes()[3]; execute_window_loop( win, [&](const Coordinates &id) { const int32_t offset = *reinterpret_cast(offsets->ptr_to_element(Coordinates(id.y(), id.z()))) * in_stride_c; const auto in_hi = static_cast( align_corners ? utils::rounding::round_half_away_from_zero((id.z() + sampling_offset) * hr) : std::floor((id.z() + sampling_offset) * hr)); const int offset_row = in_hi * in_stride_wc; const auto in_ptr = reinterpret_cast(in_ptr_start + in_stride_bytes_hwc * id[3]); const auto out_ptr = reinterpret_cast(out.ptr()); // Compute S elements per iteration int x = window_start_x; svbool_t pg = svwhilelt_b16(x, window_end_x); do { // Store results svst1_f16(pg, out_ptr + x, svld1_f16(pg, in_ptr + offset + offset_row + x)); x += svcntw(); pg = svwhilelt_b16(x, window_end_x); } while (svptest_any(svptrue_b16(), pg)); }, out); } } // namespace namespace cpu { void fp16_sve_scale(const ITensor *src, ITensor *dst, const ITensor *offsets, const ITensor *dx, const ITensor *dy, InterpolationPolicy policy, BorderMode border_mode, PixelValue constant_border_value, float sampling_offset, bool align_corners, const Window &window) { ARM_COMPUTE_UNUSED(dx, dy, border_mode, constant_border_value); if (policy == InterpolationPolicy::NEAREST_NEIGHBOR) { fp16_sve_scale_nearest(src, dst, offsets, sampling_offset, align_corners, window); } else { ARM_COMPUTE_ERROR("Not implemented"); } } } // namespace cpu } // namespace arm_compute #endif /* defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) && defined(ENABLE_FP16_KERNELS) */