28 std::optional<std::string>
label;
96 : nodes_(std::move(
nodes)), edges_(std::move(
edges)) {}
99 [[nodiscard]]
const std::vector<CircuitNode>&
nodes()
const {
return nodes_; }
102 [[nodiscard]]
const std::vector<CircuitEdge>&
edges()
const {
return edges_; }
105 std::vector<CircuitNode> nodes_;
106 std::vector<CircuitEdge> edges_;
A copyable, self-contained circuit graph: every node of one forward pass with an ablation importance ...
Definition circuit_graph.hpp:81
CircuitGraph(std::vector< CircuitNode > nodes, std::vector< CircuitEdge > edges)
Constructs a circuit graph from already-computed nodes and edges.
Definition circuit_graph.hpp:95
const std::vector< CircuitNode > & nodes() const
Every scored node, in topological order as of build time.
Definition circuit_graph.hpp:99
const std::vector< CircuitEdge > & edges() const
Every weighted edge, in source-node order as of build time.
Definition circuit_graph.hpp:102
Definition acquisition_functions.hpp:16
size_t NodeId
Stable identifier for a Node within its owning ComputationGraph.
Definition node.hpp:18
OpType
The op-type tag a Node carries. Charter Part 2 §3: nodes are tagged by a small closed set of op types...
Definition op_type.hpp:19
Computation graph node – op type, shape, optional label, parent/child edges.
Closed set of operation categories every graph Node is tagged with.
One directed edge of a CircuitGraph, carrying a scalar weight.
Definition circuit_graph.hpp:43
NodeId to
Destination node id.
Definition circuit_graph.hpp:48
NodeId from
Source node id.
Definition circuit_graph.hpp:45
float weight
The edge's importance weight.
Definition circuit_graph.hpp:61
One node of a CircuitGraph: a computation-graph node plus its importance score.
Definition circuit_graph.hpp:20
float ablation_effect
Ablation importance: the L2 distance between the network's real output and the output it produces whe...
Definition circuit_graph.hpp:37
OpType op_type
The node's op-type tag, copied at build time.
Definition circuit_graph.hpp:25
NodeId id
The node's id in the ComputationGraph this circuit was built from.
Definition circuit_graph.hpp:22
std::optional< std::string > label
The node's optional human-readable label (e.g. a layer name).
Definition circuit_graph.hpp:28