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Diffstat (limited to 'src/core/cpu/kernels/CpuDirectConv2dKernel.h')
| -rw-r--r-- | src/core/cpu/kernels/CpuDirectConv2dKernel.h | 93 |
1 files changed, 0 insertions, 93 deletions
diff --git a/src/core/cpu/kernels/CpuDirectConv2dKernel.h b/src/core/cpu/kernels/CpuDirectConv2dKernel.h deleted file mode 100644 index 62ed96f255..0000000000 --- a/src/core/cpu/kernels/CpuDirectConv2dKernel.h +++ /dev/null @@ -1,93 +0,0 @@ -/* - * Copyright (c) 2017-2021 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_CPU_DIRECTCONV2D_KERNEL_H -#define ARM_COMPUTE_CPU_DIRECTCONV2D_KERNEL_H - -#include "src/core/common/Macros.h" -#include "src/core/cpu/ICpuKernel.h" - -namespace arm_compute -{ -class ITensor; -namespace cpu -{ -namespace kernels -{ -/** Interface for the kernel to perform Direct Convolution Layer. */ -class CpuDirectConv2dKernel : public ICpuKernel -{ -public: - /** Default constructor */ - CpuDirectConv2dKernel() = default; - ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuDirectConv2dKernel); - /** Set the src, weights, and dst tensors. - * - * @note: DirectConvolution only works in the following configurations: - * 1x1 convolution with stride_x = 1/2/3, stride_y = 1/2/3 - * 3x3 convolution with stride_x = 1/2/3, stride_y = 1/2/3 - * - * @param[in] src The input tensor to convolve. 3 lower dimensions represent a single input [width, height, IFM], - * while every optional dimension from 4 and above represent a batch of inputs. Data types supported: F16/F32. - * @param[in] weights Weights tensor. Weights are 4D tensor with dimensions [kernel_x, kernel_y, IFM, OFM]. - * The 3rd dimension must be the same as the input's volume 3rd dimension. - * Data type supported:Same as @p input. - * @param[out] dst Output tensor. - * The 3rd dimensions must be equal to the 4th dimension of the @p kernels tensor. Data types supported: F16/F32 - * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. - */ - void configure(ITensorInfo *src, ITensorInfo *weights, ITensorInfo *dst, const PadStrideInfo &conv_info); - /** Static function to check if given info will lead to a valid configuration - * - * Similar to CpuDirectConv2dKernel::configure() - * - * @return a status - */ - static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *dst, const PadStrideInfo &conv_info); - - // Inherited methods overridden: - void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; - const char *name() const override; - BorderSize border_size() const override; - -private: - /* Template function for optimized convolution NHWC */ - template <typename T> - void convolve_nhwc_optimized(const Window &window, const ITensor *src, const ITensor *weights, ITensor *dst); - - /* Template function for convolution NHWC */ - template <typename T> - void convolve_nhwc(const Window &window, const ITensor *src, const ITensor *weights, ITensor *dst); - - PadStrideInfo _conv_info{}; - BorderSize _border_size{}; - unsigned int _kernel_size{ 0 }; - unsigned int _num_weight_elems_read_per_row{ 0 }; - unsigned int _num_elems_read_per_iteration{ 0 }; - unsigned int _num_elems_written_per_iteration{ 0 }; - DataLayout _data_layout{ DataLayout::UNKNOWN }; -}; -} // namespace kernels -} // namespace cpu -} // namespace arm_compute -#endif /*ARM_COMPUTE_CPU_DIRECTCONV2D_KERNEL_H */ |