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authorGeorgios Pinitas <georgios.pinitas@arm.com>2018-04-03 13:44:29 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:49:16 +0000
commitd9eb27597eabe5b7c17520f4f9b3f8a282d72573 (patch)
tree9b2b7d74b0ef83623b18d6d4279a564e5b63d641 /arm_compute/graph/Graph.h
parenta8ca2b0cfe052c9a28b691317a674f28f495c139 (diff)
downloadComputeLibrary-d9eb27597eabe5b7c17520f4f9b3f8a282d72573.tar.gz
COMPMID-797: Switch to new graph.
- Cleaned up build system Change-Id: If2faa27ee5b31fa8b972836960ab3ef671059c8d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126435 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Diffstat (limited to 'arm_compute/graph/Graph.h')
-rw-r--r--arm_compute/graph/Graph.h294
1 files changed, 201 insertions, 93 deletions
diff --git a/arm_compute/graph/Graph.h b/arm_compute/graph/Graph.h
index 72130878f8..16f5f97986 100644
--- a/arm_compute/graph/Graph.h
+++ b/arm_compute/graph/Graph.h
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017-2018 ARM Limited.
+ * Copyright (c) 2018 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -24,130 +24,238 @@
#ifndef __ARM_COMPUTE_GRAPH_GRAPH_H__
#define __ARM_COMPUTE_GRAPH_GRAPH_H__
-#include "arm_compute/core/CL/CLTypes.h"
+#include "arm_compute/graph/Edge.h"
#include "arm_compute/graph/INode.h"
-#include "arm_compute/graph/ITensorObject.h"
-#include "arm_compute/graph/SubTensor.h"
#include "arm_compute/graph/Tensor.h"
#include "arm_compute/graph/Types.h"
+
+#include "support/Mutex.h"
#include "support/ToolchainSupport.h"
+#include <map>
#include <memory>
+#include <string>
+#include <thread>
+#include <utility>
+#include <vector>
namespace arm_compute
{
-class IFunction;
-
namespace graph
{
-/** Graph class */
+/** Graph class
+ *
+ * Represents a multiple source - multiple sink directed graph
+ */
class Graph final
{
public:
- /** Constructor */
- Graph();
- /** Destructor */
- ~Graph();
- /** Prevent instances from being copy constructed */
+ Graph() = default;
+ /** Constructor
+ *
+ * @param[in] id Graph identification number. Can be used to differentiate between graphs. Default value 0
+ * @param[in] name Graph name. Default value empty string
+ */
+ Graph(GraphID id, std::string name);
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
Graph(const Graph &) = delete;
- /** Prevent instances from being copy assigned */
- const Graph &operator=(const Graph &) = delete;
- /** Prevent instances from being move constructed */
- Graph(Graph &&) = delete;
- /** Prevent instances from being move assigned */
- Graph &operator=(Graph &&) = delete;
- /** Initialize the graph
- *
- * @param[in] use_cl_tuner Use the CLTuner if this value is true
- */
- void graph_init(const bool use_cl_tuner = false);
- /** Executes the graph */
- void run();
+ /** Prevent instances of this class from being copy assigned (As this class contains pointers) */
+ Graph &operator=(const Graph &) = delete;
+ /** Allow instances of this class to be moved */
+ Graph(Graph &&) = default;
+ /** Allow instances of this class to be move assigned */
+ Graph &operator=(Graph &&) = default;
/** Adds a node to the graph
*
- * @param[in] node Node to add
+ * @note Models a single output node
+ *
+ * @tparam NT Node operation
+ * @tparam Ts Arguments to operation
+ *
+ * @param args Node arguments
+ *
+ * @return ID of the node
+ */
+ template <typename NT, typename... Ts>
+ NodeID add_node(Ts &&... args);
+ /** Remove the node with the given ID
+ *
+ * @param[in] nid ID of the node to remove
+ *
+ * @return True if the removal took place else false
+ */
+ bool remove_node(NodeID nid);
+ /** Adds a connection between two nodes
+ *
+ * @param[in] source ID of the source node
+ * @param[in] source_idx Output index of the source node
+ * @param[in] sink ID of the sink node
+ * @param[in] sink_idx Input index of the sink node
+ *
+ * @return ID of this connection
+ */
+ EdgeID add_connection(NodeID source, size_t source_idx, NodeID sink, size_t sink_idx);
+ /** Removes an edge (connection)
+ *
+ * @param[in] eid Connection to remove
+ *
+ * @return True if the removal took place else false
+ */
+ bool remove_connection(EdgeID eid);
+ /** Returns graph name
+ *
+ * @return Graph name
+ */
+ std::string name() const;
+ /** Returns graph id
+ *
+ * @return Graph id
*/
- void add_node(std::unique_ptr<INode> node);
- /** Adds a tensor to the graph
+ GraphID id() const;
+ /** Returns graph input nodes
*
- * @param[in] tensor Tensor to add
+ * @return vector containing the graph inputs
*/
- void add_tensor_object(std::unique_ptr<ITensorObject> tensor);
- /** Check if the OpenCL target is available
+ const std::vector<NodeID> &inputs();
+ /** Returns nodes of graph
+ *
+ * @warning Nodes can be nullptr if they have been removed during the mutation steps of the graph
+ *
+ * @return Nodes of graph
*/
- static bool opencl_is_available();
- /** Returns the GPU target
+ std::vector<std::unique_ptr<INode>> &nodes();
+ /** Returns nodes of graph
+ *
+ * @warning Nodes can be nullptr if they have been removed during the mutation steps of the graph
+ *
+ * @return Nodes of graph
*/
- static GPUTarget gpu_target();
- /** Manually sets the output of the current node
+ const std::vector<std::unique_ptr<INode>> &nodes() const;
+ /** Returns edges of graph
+ *
+ * @warning Edges can be nullptr if they have been removed during the mutation steps of the graph
*
- * @param[in] tmp Output info to set
+ * @return Edges of graph
*/
- void set_temp(TensorInfo &&tmp);
+ const std::vector<std::unique_ptr<Edge>> &edges() const;
+ /** Returns tensors of graph
+ *
+ * @warning Tensor can be nullptr if they have been removed during the mutation steps of the graph
+ *
+ * @return Tensors of graph
+ */
+ std::vector<std::unique_ptr<Tensor>> &tensors();
+ /** Returns tensors of graph
+ *
+ * @warning Tensor can be nullptr if they have been removed during the mutation steps of the graph
+ *
+ * @return Tensors of graph
+ */
+ const std::vector<std::unique_ptr<Tensor>> &tensors() const;
+ /** Get node object given its id
+ *
+ * @warning Can be nullptr if node was removed during the mutation steps of the graph
+ *
+ * @param[in] id Node ID
+ *
+ * @return The actual node object
+ */
+ const INode *node(NodeID id) const;
+ /** Get node object given its id
+ *
+ * @warning Can be nullptr if node was removed during the mutation steps of the graph
+ *
+ * @param[in] id Node ID
+ *
+ * @return The actual node object
+ */
+ INode *node(NodeID id);
+ /** Get edge object given its id
+ *
+ * @warning Can be nullptr if node was removed during the mutation steps of the graph
+ *
+ * @param[in] id Edge ID
+ *
+ * @return The actual edge object
+ */
+ const Edge *edge(EdgeID id) const;
+ /** Get edge object given its id
+ *
+ * @warning Can be nullptr if node was removed during the mutation steps of the graph
+ *
+ * @param[in] id Edge ID
+ *
+ * @return The actual edge object
+ */
+ Edge *edge(EdgeID id);
+ /** Get tensor object given its id
+ *
+ * @warning Can be nullptr if tensor was removed during the mutation steps of the graph
+ *
+ * @param[in] id Tensor ID
+ *
+ * @return The actual tensor object
+ */
+ const Tensor *tensor(TensorID id) const;
+ /** Get tensor object given its id
+ *
+ * @warning Can be nullptr if tensor was removed during the mutation steps of the graph
+ *
+ * @param[in] id Tensor ID
+ *
+ * @return The actual tensor object
+ */
+ Tensor *tensor(TensorID id);
- /** Returns the graph hints that are currently used
+private:
+ /** Creates a tensor object
*
- * @return Graph hints
+ * @param[in] desc Tensor descriptor
+ *
+ * @return Tensor ID
*/
- GraphHints &hints();
+ TensorID create_tensor(TensorDescriptor desc = TensorDescriptor());
private:
- class Private;
- std::unique_ptr<Private> _pimpl; /**< Internal implementation class */
+ GraphID _id = GraphID(0); /**< Graph id */
+ std::string _name = {}; /**< Graph name */
+ std::vector<std::unique_ptr<INode>> _nodes = {}; /**< Graph nodes */
+ std::vector<std::unique_ptr<Edge>> _edges = {}; /**< Graph edges */
+ std::vector<std::unique_ptr<Tensor>> _tensors = {}; /**< Graph tensors */
+ std::map<NodeType, std::vector<NodeID>> _tagged_nodes = {}; /**< Graph nodes map with the node type as key */
+ arm_compute::Mutex _mtx = {}; /**< Mutex used for graph construction */
};
-/** Overloaded stream operator to add a tensor through its tensor info to the graph
- *
- * @param[in, out] graph Graph to add the tensor
- * @param[in] info Tensor information of the tensor to be added
- *
- * @return Updated graph
- */
-Graph &operator<<(Graph &graph, TensorInfo &&info);
-/** Overloaded stream operator to add a tensor to the graph
- *
- * @param[in, out] graph Graph to add the tensor
- * @param[in] tensor Tensor to be added
- *
- * @return Updated graph
- */
-Graph &operator<<(Graph &graph, Tensor &&tensor);
-/** Overloaded stream operator to add a sub-tensor to the graph
- *
- * @param[in, out] graph Graph to add the tensor
- * @param[in] sub_tensor Sub-tensor to be added
- *
- * @return Updated graph
- */
-Graph &operator<<(Graph &graph, SubTensor &&sub_tensor);
-/** Overloaded stream operator to provide a target hint to the graph
- *
- * @param[in, out] graph Graph to provide the hint to
- * @param[in] target_hint Target hint to be considered
- *
- * @return Updated graph
- */
-Graph &operator<<(Graph &graph, TargetHint target_hint);
-/** Overloaded stream operator to provide a convolution method hint to the graph
- *
- * @param[in, out] graph Graph to provide the hint to
- * @param[in] conv_method_hint Convolution method hint to be considered
- *
- * @return Updated graph
- */
-Graph &operator<<(Graph &graph, ConvolutionMethodHint conv_method_hint);
-/** Overloaded stream operator to add a node to the graph
- *
- * @param[in, out] graph Graph to add the tensor
- * @param[in] node Node to be added
- *
- * @return Updated graph
- */
-template <typename Node>
-Graph &operator<<(Graph &graph, Node node)
+template <typename NT, typename... Ts>
+inline NodeID Graph::add_node(Ts &&... args)
{
- graph.add_node(arm_compute::support::cpp14::make_unique<Node>(std::move(node)));
- return graph;
+ std::lock_guard<arm_compute::Mutex> lock(_mtx);
+
+ // Create node
+ NodeID nid = _nodes.size();
+ auto node = support::cpp14::make_unique<NT>(std::forward<Ts>(args)...);
+ node->set_graph(this);
+ node->set_id(nid);
+
+ // Keep track of input nodes
+ if(node->type() == NodeType::Input)
+ {
+ _tagged_nodes[NodeType::Input].push_back(nid);
+ }
+
+ // Associate a new tensor with each output
+ for(auto &output : node->_outputs)
+ {
+ output = create_tensor();
+ }
+
+ // Propagate node shape if possible
+ node->forward_descriptors();
+
+ // Add node to the graph nodes
+ _nodes.push_back(std::move(node));
+
+ return nid;
}
} // namespace graph
} // namespace arm_compute