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authorMichalis Spyrou <michalis.spyrou@arm.com>2020-10-21 00:04:14 +0100
committerMichalis Spyrou <michalis.spyrou@arm.com>2020-11-03 15:10:47 +0000
commitebcebf1dee7f8314976b1e0cabd62b4cf893d765 (patch)
tree95d3e691a0e88a3e213a1d30446a9224497f2055 /arm_compute/core/NEON/kernels/NEDirectConvolutionLayerKernel.h
parentda4b1b2055d96aaf73704eb9b0b82d74dc2d699c (diff)
downloadComputeLibrary-ebcebf1dee7f8314976b1e0cabd62b4cf893d765.tar.gz
COMPMID-3638: Move NEON kernels
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Ieed3e4bc8be7fef80c90c5094599b477a56fc473 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4285 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/NEON/kernels/NEDirectConvolutionLayerKernel.h')
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1 files changed, 0 insertions, 108 deletions
diff --git a/arm_compute/core/NEON/kernels/NEDirectConvolutionLayerKernel.h b/arm_compute/core/NEON/kernels/NEDirectConvolutionLayerKernel.h
deleted file mode 100644
index c927aff1eb..0000000000
--- a/arm_compute/core/NEON/kernels/NEDirectConvolutionLayerKernel.h
+++ /dev/null
@@ -1,108 +0,0 @@
-/*
- * Copyright (c) 2017-2020 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_NEDIRECTCONVOLUTIONLAYERKERNEL_H
-#define ARM_COMPUTE_NEDIRECTCONVOLUTIONLAYERKERNEL_H
-
-#include "arm_compute/core/NEON/INEKernel.h"
-
-namespace arm_compute
-{
-class ITensor;
-
-/** NEON interface for Direct Convolution Layer kernel */
-class NEDirectConvolutionLayerKernel : public INEKernel
-{
-public:
- const char *name() const override
- {
- return "NEDirectConvolutionLayerKernel";
- }
- /** Default constructor */
- NEDirectConvolutionLayerKernel();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- NEDirectConvolutionLayerKernel(const NEDirectConvolutionLayerKernel &) = delete;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- NEDirectConvolutionLayerKernel &operator=(const NEDirectConvolutionLayerKernel &) = delete;
- /** Allow instances of this class to be moved */
- NEDirectConvolutionLayerKernel(NEDirectConvolutionLayerKernel &&) = default;
- /** Allow instances of this class to be moved */
- NEDirectConvolutionLayerKernel &operator=(NEDirectConvolutionLayerKernel &&) = default;
- /** Default destructor */
- ~NEDirectConvolutionLayerKernel() = default;
- /** Set the input, weights, and output 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] input 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] output 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(const ITensor *input, const ITensor *weights, ITensor *output, const PadStrideInfo &conv_info);
- /** Static function to check if given info will lead to a valid configuration of @ref NEDirectConvolutionLayerKernel
- *
- * @param[in] input 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[in] output 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.
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *output, const PadStrideInfo &conv_info);
-
- // Inherited methods overridden:
- void run(const Window &window, const ThreadInfo &info) override;
- BorderSize border_size() const override;
-
-private:
- /* Template function for optimized convolution NHWC */
- template <typename T>
- void convolve_nhwc_optimized(const Window &window);
-
- /* Template function for convolution NHWC */
- template <typename T>
- void convolve_nhwc(const Window &window);
-
- const ITensor *_input;
- const ITensor *_weights;
- ITensor *_output;
- PadStrideInfo _conv_info;
- BorderSize _border_size;
- unsigned int _kernel_size;
- unsigned int _num_weight_elems_read_per_row;
- unsigned int _num_elems_read_per_iteration;
- unsigned int _num_elems_written_per_iteration;
-};
-} // namespace arm_compute
-#endif /*ARM_COMPUTE_NEDIRECTCONVOLUTIONLAYERKERNEL_H */