From 32521430ad67172d372721979e8a32b7d4317620 Mon Sep 17 00:00:00 2001 From: Pablo Tello Date: Thu, 15 Nov 2018 14:43:10 +0000 Subject: COMPMID-1750: Add PriorBox operator to graph API. Change-Id: I5d2ed5dcc342abff8124762f7bdee587cdf20032 --- src/graph/nodes/PriorBoxLayerNode.cpp | 95 +++++++++++++++++++++++++++++++++++ 1 file changed, 95 insertions(+) create mode 100644 src/graph/nodes/PriorBoxLayerNode.cpp (limited to 'src/graph/nodes/PriorBoxLayerNode.cpp') diff --git a/src/graph/nodes/PriorBoxLayerNode.cpp b/src/graph/nodes/PriorBoxLayerNode.cpp new file mode 100644 index 0000000000..edb1fba255 --- /dev/null +++ b/src/graph/nodes/PriorBoxLayerNode.cpp @@ -0,0 +1,95 @@ +/* + * 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/graph/nodes/PriorBoxLayerNode.h" + +#include "arm_compute/core/Utils.h" +#include "arm_compute/graph/Graph.h" +#include "arm_compute/graph/INodeVisitor.h" +#include "arm_compute/graph/Utils.h" + +namespace arm_compute +{ +namespace graph +{ +PriorBoxLayerNode::PriorBoxLayerNode(PriorBoxLayerInfo prior_info) + : _info(std::move(prior_info)) +{ + _input_edges.resize(2, EmptyEdgeID); + _outputs.resize(1, NullTensorID); +} + +PriorBoxLayerInfo PriorBoxLayerNode::priorbox_info() const +{ + return _info; +} + +TensorDescriptor PriorBoxLayerNode::compute_output_descriptor(const TensorDescriptor &input_descriptor, + const PriorBoxLayerInfo &info) +{ + const unsigned int layer_width = get_dimension_size(input_descriptor, DataLayoutDimension::WIDTH); + const unsigned int layer_height = get_dimension_size(input_descriptor, DataLayoutDimension::HEIGHT); + const unsigned int num_priors = info.aspect_ratios().size() * info.min_sizes().size() + info.max_sizes().size(); + + TensorDescriptor output_descriptor = input_descriptor; + output_descriptor.shape.set(0, layer_width * layer_height * num_priors * 4); + output_descriptor.shape.set(1, 2); + output_descriptor.shape.set(2, 1); + + return output_descriptor; +} + +bool PriorBoxLayerNode::forward_descriptors() +{ + if((input_id(0) != 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 PriorBoxLayerNode::configure_output(size_t idx) const +{ + ARM_COMPUTE_UNUSED(idx); + ARM_COMPUTE_ERROR_ON(idx >= _outputs.size()); + + const Tensor *input0 = input(0); + ARM_COMPUTE_ERROR_ON(input0 == nullptr); + + return compute_output_descriptor(input0->desc(), _info); +} + +NodeType PriorBoxLayerNode::type() const +{ + return NodeType::PriorBoxLayer; +} + +void PriorBoxLayerNode::accept(INodeVisitor &v) +{ + v.visit(*this); +} +} // namespace graph +} // namespace arm_compute -- cgit v1.2.1