luci::ResolveCustomOpMaxPoolWithArgmaxPass Struct Reference

Class to resolve custom op MaxPoolWithArgmax to subgraph with circle's MaxPool and ArgMax. More...

#include <ResolveCustomOpMaxPoolWithArgmaxPass.h>

Collaboration diagram for luci::ResolveCustomOpMaxPoolWithArgmaxPass:

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

Detailed Description

Class to resolve custom op MaxPoolWithArgmax to subgraph with circle's MaxPool and ArgMax.

Definition at line 28 of file ResolveCustomOpMaxPoolWithArgmaxPass.h.

Member Function Documentation

name()

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

inlinefinalvirtual

Reimplemented from logo::Pass.

Definition at line 30 of file ResolveCustomOpMaxPoolWithArgmaxPass.h.

{ return "luci::ResolveCustomOpMaxPoolWithArgmaxPass"; }

run()

bool luci::ResolveCustomOpMaxPoolWithArgmaxPass::run ( loco::Graph *  g )

finalvirtual

BEFORE | [CircleNode] | [CUSTOM(MaxPoolWithArgmax)] | | [MaxPool output] [Argmax output]

AFTER | [CircleNode] / \ [Split over channels] [MaxPool2D] / | \ \ [Requantize] ... ... [MaxPool output] | [PadV2] | [Conv2D] | [ArgMax] | [Reshape to 4d] | [Cast to float32] / | | [Mul 1/<window width>] | \ | [Floor] | | | [DepthwiseConv2D for requantize] | / \ | [Mul window width] | \ / / \ [Neg] [Mul input width] \ / / [Add] / \ / [Add] | [Add const] | [Mul number of channels] \ [Optional Add with channels id] ... ... \ | / [Concatenation] | [Cast to int] | [Argmax output]

Implements logo::Pass.

Definition at line 884 of file ResolveCustomOpMaxPoolWithArgmaxPass.cpp.

{
  bool changed = false;
  for (auto node : loco::active_nodes(loco::output_nodes(g)))
  {
    auto cop = dynamic_cast<luci::CircleCustom *>(node);
    if (not cop)
      continue;
 
    if (cop->custom_code() != "MaxPoolWithArgmax")
      continue;
 
    if (!resolve_max_pool_with_argmax(cop))
      continue;
 
    changed = true;
  }
 
  return changed;
}

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

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/ResolveCustomOpMaxPoolWithArgmaxPass.h
• compiler/luci/pass/src/ResolveCustomOpMaxPoolWithArgmaxPass.cpp