/* * Copyright (c) 2022-2023 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 "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/IAccessWindow.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/Utils.h" #include "src/core/helpers/WindowHelpers.h" #include "src/core/NEON/kernels/detail/NEDirectConvolutionDetail.h" #include "src/core/NEON/wrapper/wrapper.h" #include "src/cpu/kernels/directconv2d/impl.h" #include "src/cpu/kernels/directconv2d/list.h" #include "src/cpu/kernels/directconv2d/nchw/impl.h" #include "src/cpu/kernels/directconv2d/nhwc/neon/impl.h" #include namespace arm_compute { namespace cpu { namespace kernels { void neon_fp32_nchw_directconv2d( const Window &window, const ITensor *src, const ITensor *weights, ITensor *dst, const PadStrideInfo &conv_info) { convolve_nchw(window, src, weights, dst, conv_info); } void run_im2col_fp32_nchw_pad(const ITensor *src, ITensor *dst, const Window &window, DataLayout data_layout, const PadStrideInfo &conv_info, std::pair convolved_dims, const Size2D &kernel_dims, const Size2D &dilation, uint32_t input_pad_right, bool has_bias) { arm_compute::cpu::kernels::run_im2col(src, dst, window, data_layout, conv_info, convolved_dims, kernel_dims, dilation, input_pad_right, has_bias); } void run_im2col_fp32_nchw_nopad(const ITensor *src, ITensor *dst, const Window &window, DataLayout data_layout, const PadStrideInfo &conv_info, std::pair convolved_dims, const Size2D &kernel_dims, const Size2D &dilation, uint32_t input_pad_right, bool has_bias) { arm_compute::cpu::kernels::run_im2col(src, dst, window, data_layout, conv_info, convolved_dims, kernel_dims, dilation, input_pad_right, has_bias); } void run_im2col_qasymm8_nchw_pad(const ITensor *src, ITensor *dst, const Window &window, DataLayout data_layout, const PadStrideInfo &conv_info, std::pair convolved_dims, const Size2D &kernel_dims, const Size2D &dilation, uint32_t input_pad_right, bool has_bias) { arm_compute::cpu::kernels::run_im2col( src, dst, window, data_layout, conv_info, convolved_dims, kernel_dims, dilation, input_pad_right, has_bias); } void run_im2col_qasymm8_nchw_nopad(const ITensor *src, ITensor *dst, const Window &window, DataLayout data_layout, const PadStrideInfo &conv_info, std::pair convolved_dims, const Size2D &kernel_dims, const Size2D &dilation, uint32_t input_pad_right, bool has_bias) { arm_compute::cpu::kernels::run_im2col( src, dst, window, data_layout, conv_info, convolved_dims, kernel_dims, dilation, input_pad_right, has_bias); } #if defined(ARM_COMPUTE_ENABLE_BF16) void run_im2col_bf16_nchw_pad(const ITensor *src, ITensor *dst, const Window &window, DataLayout data_layout, const PadStrideInfo &conv_info, std::pair convolved_dims, const Size2D &kernel_dims, const Size2D &dilation, uint32_t input_pad_right, bool has_bias) { arm_compute::cpu::kernels::run_im2col( src, dst, window, data_layout, conv_info, convolved_dims, kernel_dims, dilation, input_pad_right, has_bias); } void run_im2col_bf16_nchw_nopad(const ITensor *src, ITensor *dst, const Window &window, DataLayout data_layout, const PadStrideInfo &conv_info, std::pair convolved_dims, const Size2D &kernel_dims, const Size2D &dilation, uint32_t input_pad_right, bool has_bias) { arm_compute::cpu::kernels::run_im2col( src, dst, window, data_layout, conv_info, convolved_dims, kernel_dims, dilation, input_pad_right, has_bias); } #endif /* defined(ARM_COMPUTE_ENABLE_BF16) */ } // namespace kernels } // namespace cpu } // namespace arm_compute