LPAI Backend Op Definition Supplement

Argmax

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32, QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32, QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]
All	Shape: Rank >= 1

Argmin

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32, QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32, QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]
All	Shape: Rank >= 1

Batchnorm

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]
All	Shape: Rank >=2 Shape: Rank <=4

Buffer

Datatypes

Configuration	in[0]	in[1]	out[0]	buffer_size	buffer_dim	stride	mode
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32

Constraints

Configuration	out[0]	buffer_size	buffer_dim	stride
All	Datatype: Same Datatype as in[0] Shape: Same Rank as in[0]	Value: Must be evenly divisible by Shape(in[0])[buffer_dim]	Value: Must be in range [0, N-1]	Value: Must be in range [Shape(in[0])[buffer_dim], buffer_size] Value: Must be evenly divisible by Shape(in[0])[buffer_dim]

Cast

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Concat

Datatypes

Configuration	in[0..m]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0..m]	out[0]
All	Shape: Rank <=4	Shape: Rank <=4

Conv2d

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

Convert

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	dynamic_input_data	dynamic_output_data
All	Value: Must be false	Value: Must be false

DepthWiseConv2d

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16

ElementWiseAdd

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Rank <=4	Shape: Rank <=4	Shape: Rank <=4

ElementWiseBinary

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	out[0]	operation
All	Shape: Rank <=4	Shape: Rank <=4	Supported operations: ElementWiseAdd, ElementWiseDivide, ElementWiseMultiply, ElementWiseSubtract, ElementWiseMaximum, ElementWiseMinimum, ElementWisePower

ElementWiseDivide

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

ElementWiseExp

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

ElementWiseLog

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

ElementWiseMaximum

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

ElementWiseMinimum

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

ElementWiseMultiply

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Rank <=4	Shape: Rank <=4	Shape: Rank <=4

ElementWiseNeuron

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]	operation
All	Shape: Rank <=4 Dynamic Shape: Dynamic dims not supported.	Shape: Rank <=4 Dynamic Shape: Dynamic dims not supported.	Supported operations: Gelu, HardSwish, Relu, ReluMinMax, Sigmoid, Tanh

ElementWisePower

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

ElementWiseSquareRoot

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

ElementWiseSubtract

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Rank <=4	Shape: Rank <=4	Shape: Rank <=4

ElementWiseUnary

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	out[0]	operation
All	Shape: Rank <=4	Shape: Rank <=4	Supported operations: ElementWiseExp, ElementWiseLog, ElementWiseNeg, ElementWiseSquareRoot

FullyConnected

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]
All	Shape: Rank <= 2	Shape: Rank <= 2	Shape: Rank <= 1	Shape: Rank <= 2

Gather

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Rank >= 1 Dynamic Shape: Dynamic dims not supported.	Shape: Rank >= 1 Dynamic Shape: Dynamic dims not supported.	Dynamic Shape: Dynamic dims not supported.

Gelu

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

Gru

Datatypes

Configuration	in[0]	in[1]	in[2]	in[3]	in[4]	in[5]	in[6]	in[7]	in[8]	in[9]	in[10]	in[11]	in[12]	in[13]	in[14]	out[0]	out[1]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

HardSwish

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

LayerNorm

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]	epsilon	axes
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]
All	Shape: Rank >0

LogSoftmax

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]
All	Shape: Rank <= 4

Lstm

Datatypes

Configuration	in[0]	in[1]	in[2]	in[3]	in[4]	in[5]	in[6]	in[7]	in[8]	in[9]	in[10]	in[11]	in[16]	in[17]	in[18]	in[19]	in[20]	in[21]	in[24]	out[0]	out[1]	out[2]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Support

Configuration
All	Param in[12] only supports default value Param in[13] only supports default value Param in[14] only supports default value Param in[15] only supports default value Param in[22] only supports default value Param in[23] only supports default value

MatMul

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]	transpose_in0	transpose_in1
All	Shape: Rank = 2 or Rank <= 3 squeezeable to 2d Dynamic Shape: Dynamic dims not supported.	Shape: Rank = 2 or Rank <= 3 squeezeable to 2d Dynamic Shape: Dynamic dims not supported.	Shape: Rank = 1 Dynamic Shape: Dynamic dims not supported.	Shape: Rank <= 3 Dynamic Shape: Dynamic dims not supported.	Value: Must be false	Value: Must be false

Pad

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]	scheme
All	Shape: Rank <=4	Shape: Rank <=4	Only supports constant or edge padding schemes. Edge padding is only supported for 4D input, and must be along H and W dimensions. Value: CONSTANT = 0, EDGE = 3

PoolAvg2d

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]	filter_size	count_pad_for_edges	rounding_mode
All	Shape: Rank <= 4	Shape: Rank <= 4	Shape: Rank <= 2	Does not support PADDING_TYPE_VALID with explicit padding when count_pad_for_edges is zero	Does not support value 1 (CEIL) Value: FLOOR = 0

PoolMax2d

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]	filter_size	rounding_mode
All	Shape: Rank <= 4	Shape: Rank <= 4	Does not support filter rank greater than 2	Does not support value 1 (CEIL) Value: FLOOR = 0

Prelu

Datatypes

Configuration	in[0]	in[1]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4	Shape: Rank <= 4

ReduceMax

Datatypes

Configuration	in[0]	out[0]	axes	keep_dims
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

ReduceMean

Datatypes

Configuration	in[0]	out[0]	axes	keep_dims
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

ReduceMin

Datatypes

Configuration	in[0]	out[0]	axes	keep_dims
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

ReduceProd

Datatypes

Configuration	in[0]	out[0]	axes	keep_dims
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

ReduceSum

Datatypes

Configuration	in[0]	out[0]	axes	keep_dims
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

Relu

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

ReluMinMax

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

Reshape

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Rank <= 4 Dynamic Shape: Dynamic dims not supported.	This input is not supported.	Shape: Same as in[0] Dynamic Shape: Dynamic dims not supported.

Resize

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]	transformation_mode	interpolation_mode
All	Shape: Rank <= 4	Shape: Rank <= 4 Only supports upsampling, with a positive integer scaling factor. Input and output aspect ratios must be the same.	Value: Only supports HALF_PIXEL = 0, PYTORCH_HALF_PIXEL = 1	Value: Only supports LINEAR = 1

ResizeBilinear

Datatypes

Configuration	in[0]	out[0]	antialias
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]	align_corners	half_pixel_centers
All	Shape: Rank <= 4	Shape: Rank <= 4 Only supports upsampling, with a positive integer scaling factor. Input and output aspect ratios must be the same.	Value: Must be false	Value: Must be true

Support

Configuration
All	Param antialias only supports default value

ResizeNearestNeighbor

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]	align_corners	half_pixel_centers
All	Shape: Rank <= 4	Shape: Rank <= 4 Only supports upsampling, with a positive integer scaling factor. Input and output aspect ratios must be the same.	Value: Must be false	Value: Must be true

Sigmoid

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4 Dynamic Shape: Dynamic dims not supported.	Shape: Rank <= 4 Dynamic Shape: Dynamic dims not supported.

Softmax

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4 Dynamic Shape: Dynamic dims not supported.	Dynamic Shape: Dynamic dims not supported.

Split

Datatypes

Configuration	in[0]	out[0]	axis	split_index
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]
All	Shape: Rank >0

StridedSlice

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	shrink_axes	new_axes_mask
All	Shape: Rank <= 4	Does not support non-zero values.	Does not support non-zero values.

Tanh

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]
All	Shape: Rank <= 4	Shape: Rank <= 4

Transpose

Datatypes

Configuration	in[0]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	out[0]
All	Dynamic Shape: Dynamic dims not supported.	Dynamic Shape: Dynamic dims not supported.

TransposeConv2d

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
All	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16

Constraints

Configuration	in[0]	in[2]
All	Shape: Rank <= 4	Shape: Rank <= 1