luci::VerifyQuantizedNodeGranularity Class Reference

Verify the granualrity of quantized node. More...

#include <VerifyQuantizedNodeGranularity.h>

Collaboration diagram for luci::VerifyQuantizedNodeGranularity:

Static Public Member Functions
static std::shared_ptr< VerifyQuantizedNodeGranularity >	create (Granularity granularity)

Protected Member Functions
bool	is_lwq (const loco::Node *node)

Additional Inherited Members
Public Member Functions inherited from luci::CircleNodeVisitor< bool >
virtual	~CircleNodeVisitor ()=default
Public Member Functions inherited from luci::CircleNodeVisitorBase< T >
virtual	~CircleNodeVisitorBase ()=default

Detailed Description

Verify the granualrity of quantized node.

Targets to verify

• node's output (i.e., node itself)
• node's inputs

Definition at line 46 of file VerifyQuantizedNodeGranularity.h.

Member Function Documentation

create()

std::shared_ptr< VerifyQuantizedNodeGranularity > luci::VerifyQuantizedNodeGranularity::create ( Granularity  granularity )

static

Definition at line 28 of file VerifyQuantizedNodeGranularity.cpp.

{
  if (granularity == Granularity::ChannelWise)
    return std::make_shared<VerifyQuantizedNodeChannelWiseGranularity>();
  else if (granularity == Granularity::LayerWise)
    return std::make_shared<VerifyQuantizedNodeLayerWiseGranularity>();
  else
    throw std::domain_error("Not supported Granularity type");
}

Referenced by luci::QuantizedModelVerifier::verify().

is_lwq()

bool luci::VerifyQuantizedNodeGranularity::is_lwq ( const loco::Node *  node )

inlineprotected

Definition at line 52 of file VerifyQuantizedNodeGranularity.h.

  {
    auto circle_node = loco::must_cast<const luci::CircleNode *>(node);
 
    if (circle_node->quantparam() == nullptr)
      return false;
 
    if (circle_node->quantparam()->scale.size() != 1)
      return false;
 
    if (circle_node->quantparam()->zerop.size() != 1)
      return false;
 
    return true;
  }

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

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