luci::ShuffleWeightTo16x1Float32Pass Struct Reference

Class to convert weight format of FullyConnected to SHUFFLED16x1FLOAT32. More...

#include <ShuffleWeightTo16x1Float32Pass.h>

Collaboration diagram for luci::ShuffleWeightTo16x1Float32Pass:

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 convert weight format of FullyConnected to SHUFFLED16x1FLOAT32.

Definition at line 28 of file ShuffleWeightTo16x1Float32Pass.h.

Member Function Documentation

name()

const char * luci::ShuffleWeightTo16x1Float32Pass::name ( void  ) const

inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 30 of file ShuffleWeightTo16x1Float32Pass.h.

{ return "luci::ShuffleWeightTo16x1Float32Pass"; }

run()

bool luci::ShuffleWeightTo16x1Float32Pass::run ( loco::Graph *  graph )

finalvirtual

Run the pass.

Returns

false if there was nothing changed

Implements logo::Pass.

Definition at line 118 of file ShuffleWeightTo16x1Float32Pass.cpp.

{
  bool changed = false;
  for (auto node : loco::active_nodes(loco::output_nodes(g)))
  {
    auto fc = dynamic_cast<luci::CircleFullyConnected *>(node);
    if (not fc)
      continue;
 
    if (not satisfy_precondition(fc))
      continue;
 
    std::vector<luci::CircleFullyConnected *> fc_vec;
    get_FCs_having_same_tensor(fc_vec, g, fc);
    auto new_weights = shuffle_weight(fc);
 
    // replace to new weights
    for (const auto fc : fc_vec)
    {
      fc->weights(new_weights);
      fc->weights_format(luci::CircleFullyConnected::WeightsFormat::SHUFFLED16x1FLOAT32);
    }
 
    changed = true;
  }
 
  return changed;
}

References loco::active_nodes(), loco::output_nodes(), and luci::CircleFullyConnected::SHUFFLED16x1FLOAT32.

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

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

• compiler/luci/pass/include/luci/Pass/ShuffleWeightTo16x1Float32Pass.h
• compiler/luci/pass/src/ShuffleWeightTo16x1Float32Pass.cpp