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Diffstat (limited to 'src/graph2/nodes/FullyConnectedLayer.cpp')
-rw-r--r--src/graph2/nodes/FullyConnectedLayer.cpp107
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diff --git a/src/graph2/nodes/FullyConnectedLayer.cpp b/src/graph2/nodes/FullyConnectedLayer.cpp
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index 195adc40fe..0000000000
--- a/src/graph2/nodes/FullyConnectedLayer.cpp
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-/*
- * 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/FullyConnectedLayerNode.h"
-
-#include "arm_compute/core/Utils.h"
-#include "arm_compute/graph2/Graph.h"
-#include "arm_compute/graph2/INodeVisitor.h"
-
-namespace arm_compute
-{
-namespace graph2
-{
-FullyConnectedLayerNode::FullyConnectedLayerNode(unsigned int num_outputs)
- : _num_outputs(num_outputs)
-{
- _input_edges.resize(3, EmptyEdgeID);
- _outputs.resize(1, NullTensorID);
-}
-
-TensorShape FullyConnectedLayerNode::compute_weights_shape(TensorShape input_shape, unsigned int num_outputs)
-{
- unsigned int num_weights = 1;
- unsigned int num_dimensions = input_shape.num_dimensions();
- // Ignore the batch dimension if there is one:
- if(num_dimensions == 2 || num_dimensions == 4)
- {
- num_dimensions--;
- }
- for(unsigned int i = 0; i < num_dimensions; i++)
- {
- num_weights *= input_shape[i];
- }
- return TensorShape(num_weights, num_outputs);
-}
-
-TensorShape FullyConnectedLayerNode::compute_output_shape(TensorShape input_shape, unsigned int num_outputs)
-{
- // Note: Only 1D batch space is supported at the moment
- unsigned int batches = input_shape[1];
- if(input_shape.num_dimensions() > 2)
- {
- batches = input_shape[3];
- }
- return TensorShape(num_outputs, batches);
-}
-
-bool FullyConnectedLayerNode::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 FullyConnectedLayerNode::configure_output(size_t idx) const
-{
- ARM_COMPUTE_UNUSED(idx);
- const Tensor *src = input(0);
- ARM_COMPUTE_ERROR_ON(src == nullptr);
-
- TensorDescriptor output_info = src->desc();
- TensorShape output_shape = compute_output_shape(src->desc().shape, _num_outputs);
- output_info.shape = output_shape;
- return output_info;
-}
-
-Status FullyConnectedLayerNode::validate()
-{
- return Status{};
-}
-
-NodeType FullyConnectedLayerNode::type() const
-{
- return NodeType::FullyConnectedLayer;
-}
-
-void FullyConnectedLayerNode::accept(INodeVisitor &v)
-{
- v.visit(*this);
-}
-} // namespace graph2
-} // namespace arm_compute \ No newline at end of file