ONE - On-device Neural Engine
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luci::ReplaceNonConstFCWithBatchMatMulPass Struct Referencefinal

Class to replace "FC with non-const weight" with Batched MatMul. More...

#include <ReplaceNonConstFCWithBatchMatMulPass.h>

Collaboration diagram for luci::ReplaceNonConstFCWithBatchMatMulPass:

Public Member Functions

const char * name (void) const final
 
bool run (loco::Graph *g) final
 Run the pass.
 
- Public Member Functions inherited from logo::Pass
virtual ~Pass ()=default
 

Detailed Description

Class to replace "FC with non-const weight" with Batched MatMul.

Definition at line 28 of file ReplaceNonConstFCWithBatchMatMulPass.h.

Member Function Documentation

◆ name()

const char * luci::ReplaceNonConstFCWithBatchMatMulPass::name ( void  ) const
inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 30 of file ReplaceNonConstFCWithBatchMatMulPass.h.

30{ return "luci::ReplaceNonConstFCWithBatchMatMulPass"; }

◆ run()

bool luci::ReplaceNonConstFCWithBatchMatMulPass::run ( loco::Graph graph)
finalvirtual

Run the pass.

Returns
false if there was nothing changed

Implements logo::Pass.

Definition at line 230 of file ReplaceNonConstFCWithBatchMatMulPass.cpp.

231{
232 bool changed = false;
233 for (auto node : loco::active_nodes(loco::output_nodes(g)))
234 {
235 if (auto fc = dynamic_cast<luci::CircleFullyConnected *>(node))
236 {
237 if (replace_fc_with_matmul(fc))
238 changed = true;
239 }
240 }
241
242 return changed;
243}
FULLY_CONNECTED in Circle.
std::set< loco::Node * > active_nodes(const std::vector< loco::Node * > &roots)
Enumerate all the nodes required to compute "roots".
std::vector< Node * > output_nodes(Graph *)
Definition Graph.cpp:101

References loco::active_nodes(), and loco::output_nodes().

Referenced by package.infer.session::inference().


The documentation for this struct was generated from the following files: