From d8734b55d89f05901ba9a75349761a9c955d9243 Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Fri, 22 Dec 2017 15:27:52 +0000 Subject: COMPMID-793 : Add graph intermediate representation Change-Id: Ic1685de4e19e0ac79669ef2da64e1dc96c7ea0bf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115248 Tested-by: Jenkins Reviewed-by: Anthony Barbier --- src/graph2/nodes/ConvolutionLayerNode.cpp | 111 ++++++++++++++++++++++++++++++ 1 file changed, 111 insertions(+) create mode 100644 src/graph2/nodes/ConvolutionLayerNode.cpp (limited to 'src/graph2/nodes/ConvolutionLayerNode.cpp') diff --git a/src/graph2/nodes/ConvolutionLayerNode.cpp b/src/graph2/nodes/ConvolutionLayerNode.cpp new file mode 100644 index 0000000000..499b3520b2 --- /dev/null +++ b/src/graph2/nodes/ConvolutionLayerNode.cpp @@ -0,0 +1,111 @@ +/* + * Copyright (c) 2018 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/graph2/nodes/ConvolutionLayerNode.h" + +#include "arm_compute/core/Utils.h" +#include "arm_compute/graph2/Graph.h" +#include "arm_compute/graph2/INodeVisitor.h" + +namespace arm_compute +{ +namespace graph2 +{ +ConvolutionLayerNode::ConvolutionLayerNode(PadStrideInfo info, ConvolutionMethod method) + : _info(std::move(info)), _method(method) +{ + _input_edges.resize(3, EmptyEdgeID); + _outputs.resize(1, NullTensorID); +} + +void ConvolutionLayerNode::set_convolution_method(ConvolutionMethod method) +{ + _method = method; +} + +ConvolutionMethod ConvolutionLayerNode::convolution_method() const +{ + return _method; +} + +PadStrideInfo ConvolutionLayerNode::convolution_info() const +{ + return _info; +} + +TensorShape ConvolutionLayerNode::compute_output_shape(TensorShape input_shape, TensorShape weights_shape, PadStrideInfo info) +{ + unsigned int output_width = 0; + unsigned int output_height = 0; + std::tie(output_width, output_height) = scaled_dimensions(input_shape.x(), input_shape.y(), weights_shape.x(), weights_shape.y(), info); + + TensorShape output_shape{ input_shape }; + output_shape.set(0, output_width); + output_shape.set(1, output_height); + output_shape.set(2, weights_shape[3]); + + return output_shape; +} + +bool ConvolutionLayerNode::forward_descriptors() +{ + if((input_id(0) != NullTensorID) && (input_id(1) != NullTensorID) && (output_id(0) != NullTensorID)) + { + Tensor *dst = output(0); + ARM_COMPUTE_ERROR_ON(dst == nullptr); + dst->desc() = configure_output(0); + return true; + } + return false; +} + +TensorDescriptor ConvolutionLayerNode::configure_output(size_t idx) const +{ + ARM_COMPUTE_UNUSED(idx); + const Tensor *src = input(0); + const Tensor *weights = input(1); + + ARM_COMPUTE_ERROR_ON(src == nullptr || weights == nullptr); + + TensorDescriptor output_info = src->desc(); + TensorShape output_shape = compute_output_shape(src->desc().shape, weights->desc().shape, _info); + output_info.shape = output_shape; + return output_info; +} + +Status ConvolutionLayerNode::validate() +{ + return Status{}; +} + +NodeType ConvolutionLayerNode::type() const +{ + return NodeType::ConvolutionLayer; +} + +void ConvolutionLayerNode::accept(INodeVisitor &v) +{ + v.visit(*this); +} +} // namespace graph2 +} // namespace arm_compute \ No newline at end of file -- cgit v1.2.1