24.02.1
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Fully Connected Layer node. More...
#include <FullyConnectedLayerNode.h>
Public Member Functions | |
FullyConnectedLayerNode (unsigned int num_outputs, QuantizationInfo out_quant_info=QuantizationInfo(), FullyConnectedLayerInfo fc_info=FullyConnectedLayerInfo(), FastMathHint fast_math_hint=FastMathHint::Disabled) | |
Constructor. More... | |
void | set_fast_math_hint (FastMathHint hint) |
Sets the fast math fast hint. More... | |
FastMathHint | fast_math_hint () const |
Fast math hint accessor. More... | |
void | set_fused_activation (ActivationLayerInfo fused_activation) |
Sets fused activation. More... | |
FullyConnectedLayerInfo | info () const |
Fully connected layer addition information. More... | |
NodeType | type () const override |
Returns node's type. More... | |
bool | forward_descriptors () override |
Forwards descriptor information to outputs if possible. More... | |
TensorDescriptor | configure_output (size_t idx) const override |
Calculates output configuration. More... | |
void | accept (INodeVisitor &v) override |
Accepts a node visitor. More... | |
Public Member Functions inherited from INode | |
INode () | |
Constructor. More... | |
virtual | ~INode ()=default |
Destructor. More... | |
INode (const INode &)=delete | |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
INode & | operator= (const INode &)=delete |
Prevent instances of this class from being copy assigned (As this class contains pointers) More... | |
INode (INode &&)=default | |
Allow instances of this class to be moved. More... | |
INode & | operator= (INode &&)=default |
Allow instances of this class to be move assigned. More... | |
virtual Status | validate () const |
Validate node. More... | |
std::string | name () const |
Returns node's name. More... | |
NodeID | id () const |
Returns node's ID. More... | |
const Graph * | graph () const |
Returns node's Graph. More... | |
Graph * | graph () |
Returns node's Graph. More... | |
void | set_graph (Graph *g) |
Sets the graph that this node is registered to. More... | |
void | set_id (NodeID id) |
Sets the node id. More... | |
void | set_common_node_parameters (NodeParams common_params) |
Sets common node parameters. More... | |
void | set_requested_target (Target target) |
Sets target preference. More... | |
void | set_assigned_target (Target target) |
Sets the final execution target. More... | |
void | set_output_tensor (TensorID tid, size_t idx) |
Sets the output tensor of at a given index. More... | |
const std::vector< TensorID > & | inputs () const |
Returns inputs of the node. More... | |
const std::vector< TensorID > & | outputs () const |
Returns outputs of the node. More... | |
const std::vector< EdgeID > & | input_edges () const |
Returns input edge set. More... | |
const std::set< EdgeID > & | output_edges () const |
Returns output edge set. More... | |
TensorID | input_id (size_t idx) const |
Returns the tensor ID of a given input of the node. More... | |
TensorID | output_id (size_t idx) const |
Returns the tensor ID of a given output of the node. More... | |
Tensor * | input (size_t idx) const |
Returns the tensor of a given input of the node. More... | |
Tensor * | output (size_t idx) const |
Returns the tensor of a given output of the node. More... | |
EdgeID | input_edge_id (size_t idx) const |
Returns the edge ID of a given input of the node. More... | |
Edge * | input_edge (size_t idx) const |
Returns the edge of a given input of the node. More... | |
size_t | num_inputs () const |
Returns number of inputs of the node. More... | |
size_t | num_outputs () const |
Returns number of outputs of the node. More... | |
NodeParams | common_node_params () const |
Returns common node parameters. More... | |
Target | requested_target () const |
Returns requested target for this node. More... | |
Target | assigned_target () const |
Returns assigned target for this node. More... | |
Static Public Member Functions | |
static TensorDescriptor | compute_weights_descriptor (const TensorDescriptor &input_descriptor, unsigned int num_outputs, FullyConnectedLayerInfo fc_info=FullyConnectedLayerInfo(), const QuantizationInfo &weights_quant_info=QuantizationInfo()) |
Computes weights descriptor. More... | |
static TensorDescriptor | compute_output_descriptor (const TensorDescriptor &input_descriptor, unsigned int num_outputs, const QuantizationInfo &out_quant_info=QuantizationInfo()) |
Computes fully connected layer output descriptor. More... | |
Static Public Attributes | |
static constexpr NodeType | node_type = NodeType::FullyConnectedLayer |
Fully Connected Layer node.
Definition at line 34 of file FullyConnectedLayerNode.h.
FullyConnectedLayerNode | ( | unsigned int | num_outputs, |
QuantizationInfo | out_quant_info = QuantizationInfo() , |
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FullyConnectedLayerInfo | fc_info = FullyConnectedLayerInfo() , |
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FastMathHint | fast_math_hint = FastMathHint::Disabled |
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) |
Constructor.
[in] | num_outputs | Number of neurons in the layer |
[in] | out_quant_info | (Optional) Output quantization info |
[in] | fc_info | (Optional) Additional information about the fully connected layer |
[in] | fast_math_hint | (Optional) Fast math hint |
Definition at line 33 of file FullyConnectedLayer.cpp.
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overridevirtual |
Accepts a node visitor.
[in] | v | Visitor to accept |
Implements INode.
Definition at line 150 of file FullyConnectedLayer.cpp.
References INodeVisitor::visit().
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static |
Computes fully connected layer output descriptor.
[in] | input_descriptor | Input descriptor |
[in] | num_outputs | Number of output neurons |
[in] | out_quant_info | (Optional) Weights quantization info |
Definition at line 95 of file FullyConnectedLayer.cpp.
References batches, QuantizationInfo::empty(), Dimensions< T >::num_dimensions(), INode::num_outputs(), TensorDescriptor::quant_info, and TensorDescriptor::shape.
Referenced by FullyConnectedLayerNode::configure_output().
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static |
Computes weights descriptor.
[in] | input_descriptor | Input descriptor |
[in] | num_outputs | Number of output neurons |
[in] | fc_info | (Optional) Additional information about the fully connected layer |
[in] | weights_quant_info | (Optional) Weights quantization info |
Definition at line 60 of file FullyConnectedLayer.cpp.
References QuantizationInfo::empty(), Dimensions< T >::num_dimensions(), INode::num_outputs(), TensorDescriptor::quant_info, TensorDescriptor::shape, and FullyConnectedLayerInfo::transpose_weights.
Referenced by GraphBuilder::add_fully_connected_layer().
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overridevirtual |
Calculates output configuration.
[in] | idx | Output index to configure |
Implements INode.
Definition at line 136 of file FullyConnectedLayer.cpp.
References ARM_COMPUTE_ERROR_ON, ARM_COMPUTE_UNUSED, FullyConnectedLayerNode::compute_output_descriptor(), INode::input(), and arm_compute::test::validation::src.
Referenced by FullyConnectedLayerNode::forward_descriptors().
FastMathHint fast_math_hint | ( | ) | const |
Fast math hint accessor.
Definition at line 50 of file FullyConnectedLayer.cpp.
Referenced by arm_compute::graph::backends::detail::create_fully_connected_layer().
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overridevirtual |
Forwards descriptor information to outputs if possible.
Implements INode.
Definition at line 124 of file FullyConnectedLayer.cpp.
References ARM_COMPUTE_ERROR_ON, FullyConnectedLayerNode::configure_output(), arm_compute::test::validation::dst, INode::input_id(), arm_compute::graph::NullTensorID, INode::output(), and INode::output_id().
FullyConnectedLayerInfo info | ( | ) | const |
Fully connected layer addition information.
Definition at line 119 of file FullyConnectedLayer.cpp.
Referenced by arm_compute::graph::backends::detail::create_fully_connected_layer().
void set_fast_math_hint | ( | FastMathHint | hint | ) |
Sets the fast math fast hint.
[in] | hint | Hint to use for fullyconnected layer |
Definition at line 45 of file FullyConnectedLayer.cpp.
void set_fused_activation | ( | ActivationLayerInfo | fused_activation | ) |
Sets fused activation.
[in] | fused_activation | Fused activation to set |
Definition at line 55 of file FullyConnectedLayer.cpp.
References FullyConnectedLayerInfo::activation_info.
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overridevirtual |
Returns node's type.
Implements INode.
Definition at line 145 of file FullyConnectedLayer.cpp.
References arm_compute::graph::FullyConnectedLayer.
Referenced by arm_compute::graph::backends::detail::create_fully_connected_layer().
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staticconstexpr |
Definition at line 103 of file FullyConnectedLayerNode.h.