tvm::relay::qnn::transform Namespace Reference

Functions
Pass	Legalize ()
	Legalizes a QNN expr. Contains specifically two types of Legalizations. First, converts/Lowers an expression containing QNN ops to an expression containing only core Relay ops. Each QNN op is lowered to a sequence of exisiting Relay ops. This is a target-independent pass. One can register the lowering/transformation function for this op using FTVMQnnCanonicalize attr_name for FTVMLegalize op attribute. Second, as opposed to Relay Legalize, this one legalizes only QNN ops. One can register a transformation/legalization function for an op by using the FTVMQnnLegalize attr_name for FTVMLegalize op attribute. The isolation of QNN and Relay Legalize gives us separation of concerns, leading to a better software practice. The legalization can be configured to happen per target. More...

Function Documentation

Legalize()

Pass tvm::relay::qnn::transform::Legalize

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Legalizes a QNN expr. Contains specifically two types of Legalizations. First, converts/Lowers an expression containing QNN ops to an expression containing only core Relay ops. Each QNN op is lowered to a sequence of exisiting Relay ops. This is a target-independent pass. One can register the lowering/transformation function for this op using FTVMQnnCanonicalize attr_name for FTVMLegalize op attribute. Second, as opposed to Relay Legalize, this one legalizes only QNN ops. One can register a transformation/legalization function for an op by using the FTVMQnnLegalize attr_name for FTVMLegalize op attribute. The isolation of QNN and Relay Legalize gives us separation of concerns, leading to a better software practice. The legalization can be configured to happen per target.

Returns

The pass.